Xin Yao
Orcid: 0000-0001-8837-4442Affiliations:
- Southern University of Science and Technology, Shenzhen Key Lab of Computational Intelligence, China
- University of Birmingham, UK
- University of Science and Technology of China, Hefei, China (PhD 1990)
According to our database1,
Xin Yao
authored at least 799 papers
between 1991 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
FairerML: An Extensible Platform for Analysing, Visualising, and Mitigating Biases in Machine Learning [Application Notes].
IEEE Comput. Intell. Mag., May, 2024
IEEE Trans. Evol. Comput., April, 2024
IEEE Trans. Neural Networks Learn. Syst., March, 2024
ACM Trans. Evol. Learn. Optim., March, 2024
Gridless Evolutionary Approach for Line Spectral Estimation With Unknown Model Order.
IEEE Trans. Cybern., February, 2024
A comparative study of evolutionary approaches to the bi-objective dynamic Travelling Thief Problem.
Swarm Evol. Comput., February, 2024
Clustering in Dynamic Environments: A Framework for Benchmark Dataset Generation With Heterogeneous Changes.
CoRR, 2024
A Concept-Based Local Interpretable Model-Agnostic Explanation Approach for Deep Neural Networks in Image Classification.
Proceedings of the Intelligent Information Processing XII, 2024
2023
A Species-based Particle Swarm Optimization with Adaptive Population Size and Deactivation of Species for Dynamic Optimization Problems.
ACM Trans. Evol. Learn. Optim., December, 2023
Swarm Evol. Comput., December, 2023
IEEE Trans. Neural Networks Learn. Syst., October, 2023
Surrogate-Assisted Evolutionary Q-Learning for Black-Box Dynamic Time-Linkage Optimization Problems.
IEEE Trans. Evol. Comput., October, 2023
On the validity of retrospective predictive performance evaluation procedures in just-in-time software defect prediction.
Empir. Softw. Eng., October, 2023
A Brain-Inspired Hardware Architecture for Evolutionary Algorithms Based on Memristive Arrays.
ACM Trans. Design Autom. Electr. Syst., September, 2023
Contribution-Based Cooperative Co-Evolution With Adaptive Population Diversity for Large-Scale Global Optimization [Research Frontier].
IEEE Comput. Intell. Mag., August, 2023
How Good is Neural Combinatorial Optimization? A Systematic Evaluation on the Traveling Salesman Problem.
IEEE Comput. Intell. Mag., August, 2023
IEEE Trans. Games, June, 2023
New Reliability-Driven Bounds for Architecture-Based Multi-Objective Testing Resource Allocation.
IEEE Trans. Software Eng., April, 2023
Knowledge Transfer Genetic Programming With Auxiliary Population for Solving Uncertain Capacitated Arc Routing Problem.
IEEE Trans. Evol. Comput., April, 2023
Hierarchical Reduced-Space Drift Detection Framework for Multivariate Supervised Data Streams.
IEEE Trans. Knowl. Data Eng., March, 2023
Recidivism early warning model based on rough sets and the improved K-prototype clustering algorithm and a back propagation neural network.
J. Ambient Intell. Humaniz. Comput., February, 2023
IEEE Trans. Evol. Comput., 2023
IEEE Trans. Evol. Comput., 2023
IEEE Trans. Evol. Comput., 2023
Robust Audio Copy-Move Forgery Detection Using Constant Q Spectral Sketches and GA-SVM.
IEEE Trans. Dependable Secur. Comput., 2023
Fast Estimations of Hitting Time of Elitist Evolutionary Algorithms from Fitness Levels.
CoRR, 2023
CoRR, 2023
Evolutionary Dynamic Optimization Laboratory: A MATLAB Optimization Platform for Education and Experimentation in Dynamic Environments.
CoRR, 2023
Knowledge Transfer for Dynamic Multi-objective Optimization with a Changing Number of Objectives.
CoRR, 2023
Theoretical Analyses of Evolutionary Algorithms on Time-Linkage OneMax with General Weights.
CoRR, 2023
Proceedings of the Advances in Swarm Intelligence - 14th International Conference, 2023
A Practical Human Labeling Method for Online Just-in-Time Software Defect Prediction.
Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023
ARConvL: Adaptive Region-Based Convolutional Learning for Multi-class Imbalance Classification.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023
Generate Competitive Solutions for Uncapacitated Facility Location Problem by Learning from Small Instances.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
An Iterative Machine Learning Approach to Informative Performance Reporting in Dynamic Multi-Objective Optimization.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
BEDCOE: Borderline Enhanced Disjunct Cluster Based Oversampling Ensemble for Online Multi-Class Imbalance Learning.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
2022
How to Evaluate Solutions in Pareto-Based Search-Based Software Engineering: A Critical Review and Methodological Guidance.
IEEE Trans. Software Eng., 2022
IEEE Trans. Evol. Comput., 2022
A Novel Generalized Metaheuristic Framework for Dynamic Capacitated Arc Routing Problems.
IEEE Trans. Evol. Comput., 2022
A Review of Population-Based Metaheuristics for Large-Scale Black-Box Global Optimization - Part II.
IEEE Trans. Evol. Comput., 2022
A Review of Population-Based Metaheuristics for Large-Scale Black-Box Global Optimization - Part I.
IEEE Trans. Evol. Comput., 2022
IEEE Trans. Evol. Comput., 2022
IEEE Trans. Evol. Comput., 2022
Region-Focused Memetic Algorithms With Smart Initialization for Real-World Large-Scale Waste Collection Problems.
IEEE Trans. Evol. Comput., 2022
IEEE Trans. Cybern., 2022
Tension-Relaxation In Vivo Computing Principle for Tumor Sensitization and Targeting.
IEEE Trans. Cybern., 2022
IEEE Trans. Cybern., 2022
IEEE Trans. Cybern., 2022
IEEE Trans. Cybern., 2022
IEEE Trans. Computers, 2022
Adaptive multiobjective evolutionary algorithm for large-scale transformer ratio error estimation.
Memetic Comput., 2022
Inf. Sci., 2022
A novel tree-based representation for evolving analog circuits and its application to memristor-based pulse generation circuit.
Genet. Program. Evolvable Mach., 2022
A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments.
CoRR, 2022
An Efficient Multi-Indicator and Many-Objective Optimization Algorithm based on Two-Archive.
CoRR, 2022
Evolutionary Optimization for Proactive and Dynamic Computing Resource Allocation in Open Radio Access Network.
CoRR, 2022
Fitness landscape analysis and niching genetic approach for hybrid beamforming in RIS-aided communications.
Appl. Soft Comput., 2022
Appl. Intell., 2022
Indicator-Aware Talking Face Generation Based on Evolutionary Multi-objective Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
An Investigation of Adaptive Operator Selection in Solving Complex Vehicle Routing Problem.
Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022
Proceedings of the IEEE INFOCOM 2022, 2022
A Novel Data Stream Learning Approach to Tackle One-Sided Label Noise From Verification Latency.
Proceedings of the International Joint Conference on Neural Networks, 2022
Split-AE: An Autoencoder-based Disentanglement Framework for 3D Shape-to-shape Feature Transfer.
Proceedings of the International Joint Conference on Neural Networks, 2022
Preventing Undesirable Behaviors of Neural Networks via Evolutionary Constrained Learning.
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
What makes the dynamic capacitated Arc routing problem hard to solve: insights from fitness landscape analysis.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Reproducibility and baseline reporting for dynamic multi-objective benchmark problems.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Benchmarking Dynamic Capacitated Arc Routing Algorithms Using Real-World Traffic Simulation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
2021
ACM Trans. Design Autom. Electr. Syst., 2021
IEEE Trans. Emerg. Top. Comput. Intell., 2021
IEEE Trans. Emerg. Top. Comput. Intell., 2021
IEEE Trans. Emerg. Top. Comput. Intell., 2021
IEEE Trans. Emerg. Top. Comput. Intell., 2021
Cooperative Coevolution-based Design Space Exploration for Multi-mode Dataflow Mapping.
ACM Trans. Embed. Comput. Syst., 2021
IEEE Trans. Evol. Comput., 2021
IEEE Trans. Evol. Comput., 2021
IEEE Trans. Evol. Comput., 2021
IEEE Trans. Evol. Comput., 2021
IEEE Trans. Evol. Comput., 2021
Enhanced Constraint Handling for Reliability-Constrained Multiobjective Testing Resource Allocation.
IEEE Trans. Evol. Comput., 2021
Memetic search for vehicle routing with simultaneous pickup-delivery and time windows.
Swarm Evol. Comput., 2021
Surrogate models in evolutionary single-objective optimization: A new taxonomy and experimental study.
Inf. Sci., 2021
Multi-objective software performance optimisation at the architecture level using randomised search rules.
Inf. Softw. Technol., 2021
Uncertainty analysis of wind power probability density forecasting based on cubic spline interpolation and support vector quantile regression.
Neurocomputing, 2021
Hybrid Beamforming for RIS-Aided Communications: Fitness Landscape Analysis and Niching Genetic Algorithm.
CoRR, 2021
Generating Large-scale Dynamic Optimization Problem Instances Using the Generalized Moving Peaks Benchmark.
CoRR, 2021
Gridless Evolutionary Approach for Line Spectral Estimation with Unknown Model Order.
CoRR, 2021
CoRR, 2021
Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning.
CoRR, 2021
A Novel Generalised Meta-Heuristic Framework for Dynamic Capacitated Arc Routing Problems.
CoRR, 2021
Robust Optimization in Uncertain Capacitated Arc Routing Problems: Progresses and Perspectives [Review Article].
IEEE Comput. Intell. Mag., 2021
Conference Report on 2020 IEEE World Congress on Computational Intelligence (IEEE WCCI 2020) [Conference Reports].
IEEE Comput. Intell. Mag., 2021
Multiobjective bilevel evolutionary approach for off-grid direction-of-arrival estimation.
Appl. Soft Comput., 2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Neural Architecture Search Based on Evolutionary Algorithms with Fitness Approximation.
Proceedings of the International Joint Conference on Neural Networks, 2021
Artificial Neural Networks as Feature Extractors in Continuous Evolutionary Optimization.
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Analysis of evolutionary algorithms on fitness function with time-linkage property (hot-off-the-press track at GECCO 2021).
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Operator-Adapted Evolutionary Large-Scale Multiobjective Optimization for Voltage Transformer Ratio Error Estimation.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021
Exploiting Linear Interpolation of Variational Autoencoders for Satisfying Preferences in Evolutionary Design Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
2020
A Task-Oriented Heuristic for Repairing Infeasible Solutions to Overlapping Coalition Structure Generation.
IEEE Trans. Syst. Man Cybern. Syst., 2020
ACM Trans. Softw. Eng. Methodol., 2020
Ensemble of Classifiers Based on Multiobjective Genetic Sampling for Imbalanced Data.
IEEE Trans. Knowl. Data Eng., 2020
IEEE Trans. Evol. Comput., 2020
IEEE Trans. Evol. Comput., 2020
Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multiobjective Optimization Using Reference Points.
IEEE Trans. Evol. Comput., 2020
IEEE Trans. Evol. Comput., 2020
Evolutionary Large-Scale Multiobjective Optimization for Ratio Error Estimation of Voltage Transformers.
IEEE Trans. Evol. Comput., 2020
Finding the Largest Successful Coalition under the Strict Goal Preferences of Agents.
ACM Trans. Auton. Adapt. Syst., 2020
Multi-objective redundancy hardening with optimal task mapping for independent tasks on multi-cores.
Soft Comput., 2020
Synergizing Domain Expertise With Self-Awareness in Software Systems: A Patternized Architecture Guideline.
Proc. IEEE, 2020
Inf. Sci., 2020
What Weights Work for You? Adapting Weights for Any Pareto Front Shape in Decomposition-Based Evolutionary Multiobjective Optimisation.
Evol. Comput., 2020
xTML: A Unified Heterogeneous Transfer Metric Learning Framework for Multimedia Applications [Application Notes].
IEEE Comput. Intell. Mag., 2020
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Quantifying The Generative Capabilities Of Variational Autoencoders For 3D Car Point Clouds.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
A Competitive Co-evolutionary optimization Method for the Dynamic Vehicle Routing Problem.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
An Extendable Platform for Routing Problem: Optimisation, Evaluation and Solution Visualisation.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
Towards Novel Meta-heuristic Algorithms for Dynamic Capacitated Arc Routing Problems.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
Improving Sampling in Evolution Strategies Through Mixture-Based Distributions Built from Past Problem Instances.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
A Novel CNet-assisted Evolutionary Level Repairer and Its Applications to Super Mario Bros.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
In Vivo Computation for Tumor Sensitization and Targeting at Different Tumor Growth Stages.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Computational Study on Effectiveness of Knowledge Transfer in Dynamic Multi-objective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Representing Experience in Continuous Evolutionary optimisation through Problem-tailored Search Operators.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Software Effort Interval Prediction via Bayesian Inference and Synthetic Bootstrap Resampling.
ACM Trans. Softw. Eng. Methodol., 2019
ACM Trans. Knowl. Discov. Data, 2019
IEEE Trans. Intell. Transp. Syst., 2019
Interactive Decomposition Multiobjective Optimization Via Progressively Learned Value Functions.
IEEE Trans. Fuzzy Syst., 2019
IEEE Trans. Evol. Comput., 2019
A Scalable Indicator-Based Evolutionary Algorithm for Large-Scale Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2019
IEEE Trans. Evol. Comput., 2019
IEEE Trans. Evol. Comput., 2019
IEEE Trans. Cybern., 2019
A hybrid clustering and evolutionary approach for wireless underground sensor network lifetime maximization.
Inf. Sci., 2019
Standing on the shoulders of giants: Seeding search-based multi-objective optimization with prior knowledge for software service composition.
Inf. Softw. Technol., 2019
A New Framework for Analysis of Coevolutionary Systems - Directed Graph Representation and Random Walks.
Evol. Comput., 2019
Dagstuhl Reports, 2019
ACM Comput. Surv., 2019
Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multi-Objective Optimisation Using Reference Points.
CoRR, 2019
Bandit-based cooperative coevolution for tackling contribution imbalance in large-scale optimization problems.
Appl. Soft Comput., 2019
Maximizing submodular or monotone approximately submodular functions by multi-objective evolutionary algorithms.
Artif. Intell., 2019
A Parallel Divide-and-Conquer-Based Evolutionary Algorithm for Large-Scale Optimization.
IEEE Access, 2019
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Self-adaptive Decomposition and Incremental Hyperparameter Tuning Across Multiple Problems.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Learning Time-Series Data of Industrial Design Optimization using Recurrent Neural Networks.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
An Empirical Investigation of the Optimality and Monotonicity Properties of Multiobjective Archiving Methods.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Voronoi-based Efficient Surrogate-assisted Evolutionary Algorithm for Very Expensive Problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
FEMOSAA: Feature-Guided and Knee-Driven Multi-Objective Optimization for Self-Adaptive Software.
ACM Trans. Softw. Eng. Methodol., 2018
IEEE Trans. Neural Networks Learn. Syst., 2018
IEEE Trans. Neural Networks Learn. Syst., 2018
IEEE Trans. Neural Networks Learn. Syst., 2018
IEEE Trans. Neural Networks Learn. Syst., 2018
SNR-Constrained Heuristics for Optimizing the Scaling Parameter of Robust Audio Watermarking.
IEEE Trans. Multim., 2018
IEEE Trans. Emerg. Top. Comput. Intell., 2018
IEEE Trans. Evol. Comput., 2018
Population Evolvability: Dynamic Fitness Landscape Analysis for Population-Based Metaheuristic Algorithms.
IEEE Trans. Evol. Comput., 2018
Cooperative Co-Evolution-Based Design Optimization: A Concurrent Engineering Perspective.
IEEE Trans. Evol. Comput., 2018
IEEE Trans. Evol. Comput., 2018
R-Metric: Evaluating the Performance of Preference-Based Evolutionary Multiobjective Optimization Using Reference Points.
IEEE Trans. Evol. Comput., 2018
Evolutionary Multiobjective Optimization-Based Multimodal Optimization: Fitness Landscape Approximation and Peak Detection.
IEEE Trans. Evol. Comput., 2018
IEEE Trans. Evol. Comput., 2018
IEEE Trans. Cybern., 2018
On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments.
Evol. Comput., 2018
ACM Comput. Surv., 2018
Interactive Decomposition Multi-Objective Optimization via Progressively Learned Value Functions.
CoRR, 2018
Appl. Soft Comput., 2018
To Adapt or Not to Adapt?: Technical Debt and Learning Driven Self-Adaptation for Managing Runtime Performance.
Proceedings of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018
A novel automated approach for software effort estimation based on data augmentation.
Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018
A critical review of: "a practical guide to select quality indicators for assessing pareto-based search algorithms in search-based software engineering": essay on quality indicator selection for SBSE.
Proceedings of the 40th International Conference on Software Engineering: New Ideas and Emerging Results, 2018
Proceedings of the 2018 IEEE International Conference on Communications, 2018
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
On the effects of seeding strategies: a case for search-based multi-objective service composition.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Constraint Handling in NSGA-II for Solving Optimal Testing Resource Allocation Problems.
IEEE Trans. Reliab., 2017
IEEE Trans. Knowl. Data Eng., 2017
IEEE Trans. Emerg. Top. Comput. Intell., 2017
Efficient Resource Allocation in Cooperative Co-Evolution for Large-Scale Global Optimization.
IEEE Trans. Evol. Comput., 2017
DG2: A Faster and More Accurate Differential Grouping for Large-Scale Black-Box Optimization.
IEEE Trans. Evol. Comput., 2017
A Scalable Approach to Capacitated Arc Routing Problems Based on Hierarchical Decomposition.
IEEE Trans. Cybern., 2017
Nadir point estimation for many-objective optimization problems based on emphasized critical regions.
Soft Comput., 2017
Soft Comput., 2017
Optimal relay placement for lifetime maximization in wireless underground sensor networks.
Inf. Sci., 2017
Neurocomputing, 2017
An iterative pseudo-gap enumeration approach for the Multidimensional Multiple-choice Knapsack Problem.
Eur. J. Oper. Res., 2017
Dagstuhl Reports, 2017
CoRR, 2017
Maximizing Non-monotone/Non-submodular Functions by Multi-objective Evolutionary Algorithms.
CoRR, 2017
What Weights Work for You? Adapting Weights for Any Pareto Front Shape in Decomposition-based Evolutionary Multi-Objective Optimisation.
CoRR, 2017
CoRR, 2017
Proceedings of the IJCAI 2017 Workshop on Learning in the Presence of Class Imbalance and Concept Drift (LPCICD'17).
CoRR, 2017
CoRR, 2017
Evolutionary Multitasking for Single-objective Continuous Optimization: Benchmark Problems, Performance Metric, and Baseline Results.
CoRR, 2017
How to Read Many-Objective Solution Sets in Parallel Coordinates [Educational Forum].
IEEE Comput. Intell. Mag., 2017
Which models of the past are relevant to the present? A software effort estimation approach to exploiting useful past models.
Autom. Softw. Eng., 2017
Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017
Proceedings of the Smart Cities - Second International Conference, Smart-CT 2017, Málaga, 2017
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017
Improvement of Reference Points for Decomposition Based Multi-objective Evolutionary Algorithms.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017
Surrogate Model Assisted Multi-objective Differential Evolution Algorithm for Performance Optimization at Software Architecture Level.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017
Log-normality and Skewness of Estimated State/Action Values in Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017
SaaS for Automated Job Performance Appraisals Using Service Technologies and Big Data Analytics.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017
Proceedings of the 11th International Conference on Distributed Smart Cameras, 2017
Combining conformal prediction and genetic programming for symbolic interval regression.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Empirical Investigations of Reference Point Based Methods When Facing a Massively Large Number of Objectives: First Results.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017
Parallel peaks: A visualization method for benchmark studies of multimodal optimization.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
Proceedings of the Self-aware Computing Systems - An Engineering Approach, 2016
Proceedings of the Self-aware Computing Systems - An Engineering Approach, 2016
Defect- and Variation-Tolerant Logic Mapping in Nanocrossbar Using Bipartite Matching and Memetic Algorithm.
IEEE Trans. Very Large Scale Integr. Syst., 2016
IEEE Trans. Software Eng., 2016
A Competitive Divide-and-Conquer Algorithm for Unconstrained Large-Scale Black-Box Optimization.
ACM Trans. Math. Softw., 2016
IEEE Trans. Knowl. Data Eng., 2016
Balancing Convergence and Diversity in Decomposition-Based Many-Objective Optimizers.
IEEE Trans. Evol. Comput., 2016
A New Dominance Relation-Based Evolutionary Algorithm for Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2016
IEEE Trans. Evol. Comput., 2016
Estimation of the Distribution Algorithm With a Stochastic Local Search for Uncertain Capacitated Arc Routing Problems.
IEEE Trans. Evol. Comput., 2016
Stochastic Ranking Algorithm for Many-Objective Optimization Based on Multiple Indicators.
IEEE Trans. Evol. Comput., 2016
Cooperative Co-Evolutionary Module Identification With Application to Cancer Disease Module Discovery.
IEEE Trans. Evol. Comput., 2016
IEEE Trans. Cybern., 2016
Soft Comput., 2016
On investigation of interdependence between sub-problems of the Travelling Thief Problem.
Soft Comput., 2016
Dynamic selection of evolutionary operators based on online learning and fitness landscape analysis.
Soft Comput., 2016
CoRR, 2016
CoRR, 2016
CoRR, 2016
FEMOSAA: Feature Guided and Knee Driven Multi-Objective Optimization for Self-Adaptive Software at Runtime.
CoRR, 2016
Appl. Soft Comput., 2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016
A multi-modal optimization approach to single path planning for unmanned aerial vehicle.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Improving the performance of evolutionary engine calibration algorithms with principal component analysis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
CBCC3 - A contribution-based cooperative co-evolutionary algorithm with improved exploration/exploitation balance.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
IEEE Trans. Knowl. Data Eng., 2015
IEEE Trans. Knowl. Data Eng., 2015
A Survey on Problem Models and Solution Approaches to Rescheduling in Railway Networks.
IEEE Trans. Intell. Transp. Syst., 2015
IEEE Trans. Evol. Comput., 2015
Convex Hull-Based Multiobjective Genetic Programming for Maximizing Receiver Operating Characteristic Performance.
IEEE Trans. Evol. Comput., 2015
IEEE Trans. Evol. Comput., 2015
IEEE Trans. Evol. Comput., 2015
A New Evolutionary Algorithm with Structure Mutation for the Maximum Balanced Biclique Problem.
IEEE Trans. Cybern., 2015
IEEE Trans. Cybern., 2015
Cooperative Coevolutionary Algorithm-Based Model Predictive Control Guaranteeing Stability of Multirobot Formation.
IEEE Trans. Control. Syst. Technol., 2015
ACM Trans. Auton. Adapt. Syst., 2015
Soft Comput., 2015
Mathematical modeling and multi-objective evolutionary algorithms applied to dynamic flexible job shop scheduling problems.
Inf. Sci., 2015
Robust twin boosting for feature selection from high-dimensional omics data with label noise.
Inf. Sci., 2015
An efficient local search heuristic with row weighting for the unicost set covering problem.
Eur. J. Oper. Res., 2015
Architectural Aspects of Self-Aware and Self-Expressive Computing Systems: From Psychology to Engineering.
Computer, 2015
IEEE Comput. Intell. Mag., 2015
IEEE Comput. Intell. Mag., 2015
IEEE Comput. Intell. Mag., 2015
IEEE Comput. Intell. Mag., 2015
Appl. Soft Comput., 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the 2015 IEEE Conference on Computational Intelligence and Games, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
An evolutionary algorithm for performance optimization at software architecture level.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
Improved Evolutionary Algorithm Design for the Project Scheduling Problem Based on Runtime Analysis.
IEEE Trans. Software Eng., 2014
Socio-economic vision graph generation and handover in distributed smart camera networks.
ACM Trans. Sens. Networks, 2014
Efficient Probabilistic Classification Vector Machine With Incremental Basis Function Selection.
IEEE Trans. Neural Networks Learn. Syst., 2014
IEEE Trans. Neural Networks Learn. Syst., 2014
MWMOTE-Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning.
IEEE Trans. Knowl. Data Eng., 2014
A New Memetic Algorithm With Fitness Approximation for the Defect-Tolerant Logic Mapping in Crossbar-Based Nanoarchitectures.
IEEE Trans. Evol. Comput., 2014
IEEE Trans. Evol. Comput., 2014
Cooperative Coevolution With Route Distance Grouping for Large-Scale Capacitated Arc Routing Problems.
IEEE Trans. Evol. Comput., 2014
IEEE Trans. Evol. Comput., 2014
Reusing Genetic Programming for Ensemble Selection in Classification of Unbalanced Data.
IEEE Trans. Evol. Comput., 2014
Meta-Heuristic Combining Prior Online and Offline Information for the Quadratic Assignment Problem.
IEEE Trans. Cybern., 2014
NII Shonan Meet. Rep., 2014
Population-based Algorithm Portfolios with automated constituent algorithms selection.
Inf. Sci., 2014
Inf. Sci., 2014
Neurocomputing, 2014
Combining learning in model space fault diagnosis with data validation/reconstruction: Application to the Barcelona water network.
Eng. Appl. Artif. Intell., 2014
Benchmarking Optimization Algorithms: An Open Source Framework for the Traveling Salesman Problem.
IEEE Comput. Intell. Mag., 2014
IEEE CIFEr 2014 - Leading Forum on Computational Finance and Economics Research in Academia and Industry [Conference Reports].
IEEE Comput. Intell. Mag., 2014
Cognitive fault diagnosis in Tennessee Eastman Process using learning in the model space.
Comput. Chem. Eng., 2014
Proceedings of the 2014 IEEE/IFIP Conference on Software Architecture, 2014
Proceedings of the 7th IEEE/ACM International Conference on Utility and Cloud Computing, 2014
Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014
The Performance Effects of Interaction Frequency in Parallel Cooperative Coevolution.
Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014
Dynamic Selection of Evolutionary Algorithm Operators Based on Online Learning and Fitness Landscape Metrics.
Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014
Proceedings of the 10th International Conference on Predictive Models in Software Engineering, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 36th International Conference on Software Engineering, 2014
Temperature management for heterogeneous multi-core FPGAs using adaptive evolutionary multi-objective approaches.
Proceedings of the 2014 IEEE International Conference on Evolvable Systems, 2014
Diversity-Driven Selection of Multiple Crossover Operators for the Capacitated Arc Routing Problem.
Proceedings of the Evolutionary Computation in Combinatorial Optimisation, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Heuristic optimization for software project management with impacts of team efficiency.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Markets and Clouds: Adaptive and Resilient Computational Resource Allocation Inspired by Economics.
Proceedings of the Adaptive, Dynamic, and Resilient Systems., 2014
2013
Proceedings of the Metaheuristics for Dynamic Optimization, 2013
Proceedings of the Metaheuristics for Dynamic Optimization, 2013
Proceedings of the Automated Scheduling and Planning - From Theory to Practice, 2013
IEEE Trans. Reliab., 2013
ACM Trans. Softw. Eng. Methodol., 2013
Dynamic Sampling Approach to Training Neural Networks for Multiclass Imbalance Classification.
IEEE Trans. Neural Networks Learn. Syst., 2013
IEEE Trans. Neural Networks Learn. Syst., 2013
Relationships between Diversity of Classification Ensembles and Single-Class Performance Measures.
IEEE Trans. Knowl. Data Eng., 2013
Complex Coevolutionary Dynamics - Structural Stability and Finite Population Effects.
IEEE Trans. Evol. Comput., 2013
IEEE Trans. Evol. Comput., 2013
Evolving Diverse Ensembles Using Genetic Programming for Classification With Unbalanced Data.
IEEE Trans. Evol. Comput., 2013
IEEE Trans. Cybern., 2013
Inf. Softw. Technol., 2013
Int. J. Comput. Intell. Appl., 2013
CoRR, 2013
CoRR, 2013
Proceedings of the 13th UK Workshop on Computational Intelligence, 2013
Proceedings of the Search Based Software Engineering - 5th International Symposium, 2013
Learning to be Different: Heterogeneity and Efficiency in Distributed Smart Camera Networks.
Proceedings of the 7th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2013
Proceedings of the 7th IEEE International Conference on Self-Adaptation and Self-Organizing Systems Workshops, 2013
The impact of parameter tuning on software effort estimation using learning machines.
Proceedings of the 9th International Conference on Predictive Models in Software Engineering, 2013
An analysis of multi-objective evolutionary algorithms for training ensemble models based on different performance measures in software effort estimation.
Proceedings of the 9th International Conference on Predictive Models in Software Engineering, 2013
Proceedings of the 2013 IEEE Workshop on Memetic Computing, 2013
Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
On the Approximation Ability of Evolutionary Optimization with Application to Minimum Set Cover: Extended Abstract.
Proceedings of the IJCAI 2013, 2013
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013
Proceedings of the IEEE Symposium on Computational Intelligence and Ensemble Learning, 2013
Decomposing Large-Scale Capacitated Arc Routing Problems using a random route grouping method.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Proceedings of the Handbook of Natural Computing, 2012
Ubiquity symposium: Evolutionary computation and the processes of life: the essence of evolutionary computation.
Ubiquity, 2012
An Efficient Evolutionary Approach to Parameter Identification in a Building Thermal Model.
IEEE Trans. Syst. Man Cybern. Part C, 2012
IEEE Trans. Syst. Man Cybern. Part B, 2012
IEEE Trans. Syst. Man Cybern. Part B, 2012
IEEE Trans. Neural Networks Learn. Syst., 2012
IEEE Trans. Knowl. Data Eng., 2012
IEEE Trans. Evol. Comput., 2012
On the Impact of Mutation-Selection Balance on the Runtime of Evolutionary Algorithms.
IEEE Trans. Evol. Comput., 2012
IEEE Trans. Evol. Comput., 2012
IEEE Trans. Evol. Comput., 2012
Editorial to the special issue on "Theoretical Foundations of Evolutionary Computation".
Theor. Comput. Sci., 2012
Theor. Comput. Sci., 2012
Evolutionary mechanics: new engineering principles for the emergence of flexibility in a dynamic and uncertain world.
Nat. Comput., 2012
Electron. Commer. Res. Appl., 2012
Diversity Guided Evolutionary Programming: A novel approach for continuous optimization.
Appl. Soft Comput., 2012
On the approximation ability of evolutionary optimization with application to minimum set cover.
Artif. Intell., 2012
Proceedings of the Advances in Computational Intelligence, 2012
Proceedings of the 8th International Conference on Predictive Models in Software Engineering, 2012
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012
Proceedings of the Sixth International Conference on Distributed Smart Cameras, 2012
Neural Network Ensembles to Determine Growth Multi-classes in Predictive Microbiology.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012
Evolutionary algorithms for the project scheduling problem: runtime analysis and improved design.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the 2012 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement, 2012
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
A Hybrid Ant Colony Optimization Algorithm for the Extended Capacitated Arc Routing Problem.
IEEE Trans. Syst. Man Cybern. Part B, 2011
IEEE Trans. Syst. Man Cybern. Part B, 2011
Recurring Two-Stage Evolutionary Programming: A Novel Approach for Numeric Optimization.
IEEE Trans. Syst. Man Cybern. Part B, 2011
IEEE Trans. Software Eng., 2011
Decomposition-Based Memetic Algorithm for Multiobjective Capacitated Arc Routing Problem.
IEEE Trans. Evol. Comput., 2011
Scalability of generalized adaptive differential evolution for large-scale continuous optimization.
Soft Comput., 2011
Soft Comput., 2011
Soft Comput., 2011
The Impact of Mutation Rate on the Computation Time of Evolutionary Dynamic Optimization
CoRR, 2011
Short-Term Load Forecasting with Neural Network Ensembles: A Comparative Study [Application Notes].
IEEE Comput. Intell. Mag., 2011
Immigrant schemes for evolutionary algorithms in dynamic environments: Adapting the replacement rate.
Sci. China Inf. Sci., 2011
Proceedings of the Fifth IEEE Conference on Self-Adaptive and Self-Organizing Systems, 2011
A principled evaluation of ensembles of learning machines for software effort estimation.
Proceedings of the 7th International Conference on Predictive Models in Software Engineering, 2011
Fitness Landscape-Based Parameter Tuning Method for Evolutionary Algorithms for Computing Unique Input Output Sequences.
Proceedings of the Neural Information Processing - 18th International Conference, 2011
A socio-economic approach to online vision graph generation and handover in distributed smart camera networks.
Proceedings of the 2011 Fifth ACM/IEEE International Conference on Distributed Smart Cameras, 2011
Proceedings of the Adaptive and Intelligent Systems - Second International Conference, 2011
Smart use of computational resources based on contribution for cooperative co-evolutionary algorithms.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the Foundations of Genetic Algorithms, 11th International Workshop, 2011
Fitness-Probability Cloud and a Measure of Problem Hardness for Evolutionary Algorithms.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2011
Improving Scheduling Techniques in Heterogeneous Systems with Dynamic, On-Line Optimisations.
Proceedings of the International Conference on Complex, 2011
Proceedings of the IEEE Symposium on Computational Intelligence Applications In Smart Grid, 2011
A Memetic Genetic Programming with decision tree-based local search for classification problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Classification-assisted Differential Evolution for computationally expensive problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Proceedings of the Adaptive and Learning Agents - International Workshop, 2011
Proceedings of the 13th International Conference on Electronic Commerce, 2011
Proceedings of the 13th International Conference on Electronic Commerce, 2011
Proceedings of the Theory of Randomized Search Heuristics: Foundations and Recent Developments., 2011
2010
Multi-Objective Approaches to Optimal Testing Resource Allocation in Modular Software Systems.
IEEE Trans. Reliab., 2010
IEEE Trans. Neural Networks, 2010
The Impact of Diversity on Online Ensemble Learning in the Presence of Concept Drift.
IEEE Trans. Knowl. Data Eng., 2010
Multiobjective Neural Network Ensembles Based on Regularized Negative Correlation Learning.
IEEE Trans. Knowl. Data Eng., 2010
IEEE Trans. Evol. Comput., 2010
IEEE Trans. Evol. Comput., 2010
IEEE Trans. Evol. Comput., 2010
Uncovering delayed patterns in noisy and irregularly sampled time series: An astronomy application.
Pattern Recognit., 2010
Resource allocation in decentralised computational systems: an evolutionary market-based approach.
Auton. Agents Multi Agent Syst., 2010
Auton. Agents Multi Agent Syst., 2010
Emergent Distribution of Computational Workload in the Evolution of an Undulatory Animat.
Proceedings of the From Animals to Animats 11, 2010
The Role of Degenerate Robustness in the Evolvability of Multi-agent Systems in Dynamic Environments.
Proceedings of the Parallel Problem Solving from Nature, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the Neural Information Processing. Theory and Algorithms, 2010
The Effectiveness of a New Negative Correlation Learning Algorithm for Classification Ensembles.
Proceedings of the ICDMW 2010, 2010
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010
Proceedings of the Applications of Evolutionary Computation, 2010
Proceedings of the European Conference on Modelling and Simulation, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Cooperative Co-evolution for large scale optimization through more frequent random grouping.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Cooperative Co-evolution with delta grouping for large scale non-separable function optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010
2009
IEEE Trans. Syst. Man Cybern. Part B, 2009
A New Constructive Algorithm for Architectural and Functional Adaptation of Artificial Neural Networks.
IEEE Trans. Syst. Man Cybern. Part B, 2009
A New Adaptive Merging and Growing Algorithm for Designing Artificial Neural Networks.
IEEE Trans. Syst. Man Cybern. Part B, 2009
A New Approach for Analyzing Average Time Complexity of Population-Based Evolutionary Algorithms on Unimodal Problems.
IEEE Trans. Syst. Man Cybern. Part B, 2009
IEEE Trans. Neural Networks, 2009
IEEE Trans. Knowl. Data Eng., 2009
Memetic Algorithm With Extended Neighborhood Search for Capacitated Arc Routing Problems.
IEEE Trans. Evol. Comput., 2009
Analysis of the (1+1) -EA for Finding Approximate Solutions to Vertex Cover Problems.
IEEE Trans. Evol. Comput., 2009
IEEE Trans. Comput. Intell. AI Games, 2009
Empirical analysis of evolutionary algorithms with immigrants schemes for dynamic optimization.
Memetic Comput., 2009
J. Univers. Comput. Sci., 2009
J. Comput. Sci. Technol., 2009
Neurocomputing, 2009
Frontiers Comput. Sci. China, 2009
Improving the performance of evolutionary algorithms in grid-based puzzles resolution.
Evol. Intell., 2009
Proceedings of the Joint Working IEEE/IFIP Conference on Software Architecture 2009 and European Conference on Software Architecture 2009, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
The Minimum Redundancy - Maximum Relevance Approach to Building Sparse Support Vector Machines.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009
Theoretical Study of the Relationship between Diversity and Single-Class Measures for Class Imbalance Learning.
Proceedings of the ICDM Workshops 2009, 2009
Profiling of Mass Spectrometry Data for Ovarian Cancer Detection Using Negative Correlation Learning.
Proceedings of the Artificial Neural Networks, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
The Dynamic Knapsack Problem Revisited: A New Benchmark Problem for Dynamic Combinatorial Optimisation.
Proceedings of the Applications of Evolutionary Computing, 2009
Proceedings of the Applications of Evolutionary Computing, 2009
Proceedings of the European Conference on Modelling and Simulation, 2009
The Effect of Proprioceptive Feedback on the Distribution of Sensory Information in a Model of an Undulatory Organism.
Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2009
An adaptive coevolutionary Differential Evolution algorithm for large-scale optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
A multi-objective approach to Redundancy Allocation Problem in parallel-series systems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Comparing design of experiments and evolutionary approaches to multi-objective optimisation of sensornet protocols.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Performance of infeasibility driven evolutionary algorithm (IDEA) on constrained dynamic single objective optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
A cooperative coevolutionary algorithm with Correlation based Adaptive Variable Partitioning.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Tackling high dimensional nonseparable optimization problems by cooperatively coevolving particle swarms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Evolutionary market agents and heterogeneous service providers: Achieving desired resource allocations.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Rigorous time complexity analysis of Univariate Marginal Distribution Algorithm with margins.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
When is an estimation of distribution algorithm better than an evolutionary algorithm?
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
How Specialised Are Specialists? Generalisation Properties of Entries from the 2008 and 2009 TAC Market Design Competitions.
Proceedings of the Agent-Mediated Electronic Commerce. Designing Trading Strategies and Mechanisms for Electronic Markets, 2009
2008
Proceedings of the Computational Intelligence: A Compendium, 2008
Proceedings of the Evolutionary Computation in Practice, 2008
IEEE Trans. Syst. Man Cybern. Part B, 2008
Population-Based Incremental Learning With Associative Memory for Dynamic Environments.
IEEE Trans. Evol. Comput., 2008
IEEE Trans. Evol. Comput., 2008
Neural Networks, 2008
Unified eigen analysis on multivariate Gaussian based estimation of distribution algorithms.
Inf. Sci., 2008
Int. J. Neural Syst., 2008
Int. J. Comput. Intell. Appl., 2008
Genet. Program. Evolvable Mach., 2008
Automatic feature-queried bird identification system based on entropy and fuzzy similarity.
Expert Syst. Appl., 2008
IEEE Comput. Intell. Mag., 2008
Assignment of cells to switches in a cellular mobile network using a hybrid Hopfield network-genetic algorithm approach.
Appl. Soft Comput., 2008
Optimal switch location in mobile communication networks using hybrid genetic algorithms.
Appl. Soft Comput., 2008
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008
Proceedings of the Parallel Problem Solving from Nature, 2008
Proceedings of the Advances in Metaheuristics for Hard Optimization, 2008
Proceedings of the Advances in Computation and Intelligence, Third International Symposium, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the First International Conference on Software Testing Verification and Validation, 2008
Proceedings of the First International Conference on Software Testing Verification and Validation, 2008
Theoretical Runtime Analyses of Search Algorithms on the Test Data Generation for the Triangle Classification Problem.
Proceedings of the First International Conference on Software Testing Verification and Validation, 2008
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
A Comparison of GAs Penalizing Infeasible Solutions and Repairing Infeasible Solutions on the 0-1 Knapsack Problem.
Proceedings of the Theory of Evolutionary Algorithms, 27.01. - 01.02.2008, 2008
An immigrants scheme based on environmental information for genetic algorithms in changing environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
A multi-objective approach to testing resource allocation in modular software systems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
NichingEDA: Utilizing the diversity inside a population of EDAs for continuous optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008
2007
Proceedings of the Trends in Neural Computation, 2007
Proceedings of the Evolutionary Computation in Dynamic and Uncertain Environments, 2007
Evolutionary Design of Digital Filters With Application to Subband Coding and Data Transmission.
IEEE Trans. Signal Process., 2007
IEEE Trans. Syst. Man Cybern. Part B, 2007
IEEE Trans. Evol. Comput., 2007
IEEE Trans. Educ., 2007
Time complexity of evolutionary algorithms for combinatorial optimization: A decade of results.
Int. J. Autom. Comput., 2007
A Note on Problem Difficulty Measures in Black-Box Optimization: Classification, Realizations and Predictability.
Evol. Comput., 2007
A novel and practicable on-chip adaptive lossless image compression scheme using intrinsic evolvable hardware.
Connect. Sci., 2007
Comput. Biol. Medicine, 2007
Proceedings of the 22nd IEEE/ACM International Conference on Automated Software Engineering (ASE 2007), 2007
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007
Application of Grid Task Scheduling Algorithm RR to Medium-Grained Evolution Strategies.
Proceedings of the Third International Conference on Natural Computation, 2007
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2007
Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Games, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Hybridisation of evolutionary programming and machine learning with k-nearest neighbor estimation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Evolving cooperation in the non-iterated prisoner's dilemma: A social network inspired approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Advances in Natural Computation 4, World Scientific, ISBN: 978-981-4475-37-2, 2007
2006
Proceedings of the Multi-Objective Machine Learning, 2006
IEEE Trans. Evol. Comput., 2006
An extended contract net mechanism for dynamic supply chain formation and its application in China petroleum supply chain management.
Multiagent Grid Syst., 2006
J. Math. Model. Algorithms, 2006
Neurocomputing, 2006
Int. J. Gen. Syst., 2006
Current developments and future directions of bio-inspired computation and implications for ecoinformatics.
Ecol. Informatics, 2006
Hybrid meta-heuristics algorithms for task assignment in heterogeneous computing systems.
Comput. Oper. Res., 2006
IEEE Comput. Intell. Mag., 2006
IEEE Comput. Intell. Mag., 2006
IEEE Comput. Intell. Mag., 2006
Gene selection algorithms for microarray data based on least squares support vector machine.
BMC Bioinform., 2006
Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006
Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006
Proceedings of the Parallel Problem Solving from Nature, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006
Proceedings of the Advances in Natural Computation, Second International Conference, 2006
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006
A New Multi-objective Evolutionary Optimisation Algorithm: The Two-Archive Algorithm.
Proceedings of the Computational Intelligence and Security, International Conference, 2006
Proceedings of the 2006 IEEE Symposium on Computational Intelligence and Games (CIG06), 2006
Extracting a Set of Robust Pareto-Optimal Parameters for Hydrologic Models using NSGA-II and SCEM.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
A GA approach to the optimal placement of sensors in wireless sensor networks with obstacles and preferences.
Proceedings of the 3rd IEEE Consumer Communications and Networking Conference, 2006
2005
IEEE Trans. Syst. Man Cybern. Part C, 2005
IEEE Trans. Syst. Man Cybern. Part C, 2005
A comparative study of three evolutionary algorithms incorporating different amounts of domain knowledge for node covering problem.
IEEE Trans. Syst. Man Cybern. Part C, 2005
IEEE Trans. Ind. Electron., 2005
IEEE Trans. Evol. Comput., 2005
Experimental study on population-based incremental learning algorithms for dynamic optimization problems.
Soft Comput., 2005
Pattern Recognit., 2005
Int. J. Comput. Intell. Appl., 2005
Meta-Heuristic Algorithms for FPGA Segmented Channel Routing Problems with Non-standard Cost Functions.
Genet. Program. Evolvable Mach., 2005
Proceedings of the Advances in Natural Computation, First International Conference, 2005
Application of Fuzzy Similarity to Prediction of Epileptic Seizures Using EEG Signals.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005
Feature Selection for Microarray Data Using Least Squares SVM and Particle Swarm Optimization.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
2004
A hybrid Hopfield network-genetic algorithm approach for the terminal assignment problem.
IEEE Trans. Syst. Man Cybern. Part B, 2004
IEEE Trans. Evol. Comput., 2004
A study of drift analysis for estimating computation time of evolutionary algorithms.
Nat. Comput., 2004
Time Complexity Analysis of an Evolutionary Algorithm for Finding Nearly Maximum Cardinality Matching.
J. Comput. Sci. Technol., 2004
Int. J. Hybrid Intell. Syst., 2004
An Evolutionary Approach to Modeling Radial Brightness Distributions in Elliptical Galaxies.
Proceedings of the Parallel Problem Solving from Nature, 2004
Proceedings of the Parallel Problem Solving from Nature, 2004
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004
Proceedings of the Neural Information Processing, 11th International Conference, 2004
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
The impact of noise on iterated prisoner's dilemma with multiple levels of cooperation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
2003
IEEE Trans. Syst. Man Cybern. Part C, 2003
IEEE Trans. Neural Networks, 2003
IEEE Trans. Evol. Comput., 2003
Towards an analytic framework for analysing the computation time of evolutionary algorithms.
Artif. Intell., 2003
Optimisation and Learning in Neural Network Learning.
Proceedings of the IASTED International Conference on Modelling, Simulation and Optimization, 2003
Adaptive Divide-and-Conquer Using Populations and Ensembles.
Proceedings of the 2003 International Conference on Machine Learning and Applications, 2003
Proceedings of the Evolvable Systems: From Biology to Hardware, 2003
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
An analysis of evolutionary algorithms for finding approximation solutions to hard optimisation problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
2002
From an individual to a population: an analysis of the first hitting time of population-based evolutionary algorithms.
IEEE Trans. Evol. Comput., 2002
Co-Evolution in Iterated Prisoner's Dilemma with Intermediate Levels of Cooperation: Application to Missile Defense.
Int. J. Comput. Intell. Appl., 2002
Comput. Oper. Res., 2002
Erratum to: Drift analysis and average time complexity of evolutionary algorithms [Artificial Intelligence 127 (2001) 57-85].
Artif. Intell., 2002
Proceedings of the Recent Advances in Simulated Evolution and Learning [extended and revised papers selected from the 4th Asia-Pacific Conference on Simulated Evolution and Learning, 2002
Proceedings of the Parallel Problem Solving from Nature, 2002
Proceedings of the Intelligent Data Engineering and Automated Learning, 2002
Maintaining Population Diversity By Minimizing Mutual Information.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
Search Step Size Control In Fast Evolutionary Programming.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
Proceedings of the 4th NASA / DoD Workshop on Evolvable Hardware (EH 2002), 2002
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
2001
An evolutionary approach to materialized views selection in a data warehouse environment.
IEEE Trans. Syst. Man Cybern. Part C, 2001
Artif. Intell., 2001
Proceedings of the Evolvable Systems: From Biology to Hardware, 2001
Proceedings of the 2001 Congress on Evolutionary Computation, 2001
Evolving a cooperative population of neural networks by minimizing mutual information.
Proceedings of the 2001 Congress on Evolutionary Computation, 2001
Proceedings of the 2001 Congress on Evolutionary Computation, 2001
Proceedings of the 2001 Congress on Evolutionary Computation, 2001
Proceedings of the 2001 Congress on Evolutionary Computation, 2001
2000
IEEE Trans. Evol. Comput., 2000
IEEE Trans. Evol. Comput., 2000
IEEE Trans. Evol. Comput., 2000
The Impact of Payoff Function and Local Interaction on the N -Player Iterated Prisoner's Dilemma.
Knowl. Inf. Syst., 2000
J. Adv. Comput. Intell. Intell. Informatics, 2000
Application of Genetic Algorithm and K-Nearest Neighbour Method in Real World Medical Fraud Detection Problem.
J. Adv. Comput. Intell. Intell. Informatics, 2000
Proceedings of the 2000 Congress on Evolutionary Computation, 2000
Proceedings of the 2000 Congress on Evolutionary Computation, 2000
1999
IEEE Trans. Syst. Man Cybern. Part C, 1999
IEEE Trans. Syst. Man Cybern. Part B, 1999
IEEE Trans. Computers, 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
Emergence of cooperative coalition in NIPD game with localization of interaction and learning.
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
1998
IEEE Trans. Syst. Man Cybern. Part B, 1998
A Novel Penalty Function Approach to Constrained Optimization Problems with Genetic Algorithms.
J. Adv. Comput. Intell. Intell. Informatics, 1998
Proceedings of the Simulated Evolution and Learning, 1998
Proceedings of the Simulated Evolution and Learning, 1998
Application of Genetic Algorithm and k-Nearest Neighbour Method in Medical Fraud Detection.
Proceedings of the Simulated Evolution and Learning, 1998
Proceedings of the Parallel Problem Solving from Nature, 1998
Proceedings of the Evolutionary Programming VII, 7th International Conference, 1998
Proceedings of the Evolutionary Programming VII, 7th International Conference, 1998
Proceedings of the Evolutionary Programming VII, 7th International Conference, 1998
1997
IEEE Trans. Neural Networks, 1997
Solving Constrained Optimization Problems with New Penalty Function Approach Using Genetic Algorithms.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997
Proceedings of the Evolutionary Programming VI, 6th International Conference, 1997
Proceedings of the Evolutionary Programming VI, 6th International Conference, 1997
PEPNet: Parallel Evolutionary Programming for Constructing Artificial Neural Networks.
Proceedings of the Evolutionary Programming VI, 6th International Conference, 1997
1996
Proceedings of the Simulated Evolution and Learning, First Asia-Pacific Conference, 1996
Proceedings of the Parallel Problem Solving from Nature, 1996
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996
Fast Evolutionary Programming.
Proceedings of the Fifth Annual Conference on Evolutionary Programming, 1996
Evolving Artificial Neural Networks through Evolutionary Programming.
Proceedings of the Fifth Annual Conference on Evolutionary Programming, 1996
1995
Inf. Process. Lett., 1995
Proceedings of the Eighth International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1995
1994
An Experimental Study of N-Person Iterated Prisoner's Dilemma Games.
Informatica (Slovenia), 1994
An Introduction to the Special Issue on Evolutionary Computation.
Informatica (Slovenia), 1994
Proceedings of the Process in Evolutionary Computation, 1994
1993
Microprocess. Microprogramming, 1993
1992
Inf. Process. Lett., 1992
1991