Yaochu Jin
Orcid: 0000-0003-1100-0631Affiliations:
- Bielefeld University, Germany
According to our database1,
Yaochu Jin
authored at least 565 papers
between 1995 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2016, "For contributions to evolutionary optimization".
Timeline
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Online presence:
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on orcid.org
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on id.loc.gov
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on d-nb.info
On csauthors.net:
Bibliography
2024
IEEE Trans. Cybern., May, 2024
IEEE Comput. Intell. Mag., May, 2024
IEEE Comput. Intell. Mag., May, 2024
Knowledge-Assisted Dual-Stage Evolutionary Optimization of Large-Scale Crude Oil Scheduling.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2024
A Surrogate-Assisted Expensive Constrained Multi-Objective Optimization Algorithm Based on Adaptive Switching of Acquisition Functions.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2024
A New Multitask Joint Learning Framework for Expensive Multi-Objective Optimization Problems.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2024
A Knowledge-Based Cooperative Co-Evolutionary Algorithm for Non-Contact Voltage Measurement.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2024
Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment.
IEEE Trans. Evol. Comput., April, 2024
IEEE Trans. Evol. Comput., April, 2024
Guest Editorial Special Issue on Learning Theories and Methods With Application to Digitized Process Manufacturing.
IEEE Trans. Neural Networks Learn. Syst., March, 2024
IEEE Trans. Neural Networks Learn. Syst., March, 2024
Evolving Dual-Threshold Bienenstock-Cooper-Munro Learning Rules in Echo State Networks.
IEEE Trans. Neural Networks Learn. Syst., February, 2024
Neural Architecture Search via Multi-Hashing Embedding and Graph Tensor Networks for Multilingual Text Classification.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024
Evolutionary Multi-Objective Bayesian Optimization Based on Multisource Online Transfer Learning.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024
IEEE Trans. Evol. Comput., February, 2024
Mach. Intell. Res., February, 2024
IEEE CAA J. Autom. Sinica, February, 2024
Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications, and Open Issues.
ACM Comput. Surv., February, 2024
IEEE Comput. Intell. Mag., February, 2024
Alleviating Search Bias in Bayesian Evolutionary Optimization With Many Heterogeneous Objectives.
IEEE Trans. Syst. Man Cybern. Syst., January, 2024
Reinforcement Learning for Online Dispatching Policy in Real-Time Train Timetable Rescheduling.
IEEE Trans. Intell. Transp. Syst., January, 2024
Inf. Sci., January, 2024
Integrating Visual Perception With Decision Making in Neuromorphic Fault-Tolerant Quadruplet-Spike Learning Framework.
IEEE Trans. Syst. Man Cybern. Syst., 2024
Lightweight Structure-Aware Transformer Network for Remote Sensing Image Change Detection.
IEEE Geosci. Remote. Sens. Lett., 2024
CoRR, 2024
Constrained Multi-objective Optimization with Deep Reinforcement Learning Assisted Operator Selection.
CoRR, 2024
Knowledge-Assisted Dual-Stage Evolutionary Optimization of Large-Scale Crude Oil Scheduling.
CoRR, 2024
Reinforcement Learning for Scalable Train Timetable Rescheduling with Graph Representation.
CoRR, 2024
CoRR, 2024
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
2023
Surrogate-Assisted Differential Evolution With Adaptive Multisubspace Search for Large-Scale Expensive Optimization.
IEEE Trans. Evol. Comput., December, 2023
IEEE Trans. Evol. Comput., December, 2023
Decomposition-Based Multiobjective Optimization for Variable-Length Mixed-Variable Pareto Optimization and Its Application in Cloud Service Allocation.
IEEE Trans. Syst. Man Cybern. Syst., November, 2023
IEEE Trans. Cybern., November, 2023
Knowl. Based Syst., November, 2023
Design and analysis of helper-problem-assisted evolutionary algorithm for constrained multiobjective optimization.
Inf. Sci., November, 2023
A self-adaptive dynamic multi-objective optimization algorithm based on transfer learning and elitism-based mutation.
Neurocomputing, November, 2023
IEEE Comput. Intell. Mag., November, 2023
A Surrogate-Assisted Evolutionary Framework With Regions of Interests-Based Data Selection for Expensive Constrained Optimization.
IEEE Trans. Syst. Man Cybern. Syst., October, 2023
Surrogate-Assisted Cooperative Co-evolutionary Reservoir Architecture Search for Liquid State Machines.
IEEE Trans. Emerg. Top. Comput. Intell., October, 2023
Surrogate-Assisted Evolutionary Q-Learning for Black-Box Dynamic Time-Linkage Optimization Problems.
IEEE Trans. Evol. Comput., October, 2023
Performance Indicator-Based Adaptive Model Selection for Offline Data-Driven Multiobjective Evolutionary Optimization.
IEEE Trans. Cybern., October, 2023
IEEE Trans. Artif. Intell., October, 2023
IEEE Trans. Artif. Intell., October, 2023
Knowl. Based Syst., October, 2023
An efficient evolutionary algorithm for high-speed train rescheduling under a partial station blockage.
Appl. Soft Comput., September, 2023
Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective Optimization.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2023
Automated pattern generation for swarm robots using constrained multi-objective genetic programming.
Swarm Evol. Comput., August, 2023
A Multi-Factorial Evolutionary Algorithm With Asynchronous Optimization Processes for Solving the Robust Influence Maximization Problem.
IEEE Comput. Intell. Mag., August, 2023
Enhancing the Robustness of Networks Against Multiple Damage Models Using a Multifactorial Evolutionary Algorithm.
IEEE Trans. Syst. Man Cybern. Syst., July, 2023
Multi-robot target entrapment using cooperative hierarchical gene regulatory network.
Swarm Evol. Comput., July, 2023
Elitism-based transfer learning and diversity maintenance for dynamic multi-objective optimization.
Inf. Sci., July, 2023
Neurocomputing, July, 2023
Guest Editorial: Advanced Intelligent Manufacturing System: Theory, Algorithms, and Industrial Applications.
IEEE Trans. Ind. Informatics, June, 2023
Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary Algorithm.
IEEE Trans. Emerg. Top. Comput. Intell., June, 2023
A Surrogate-Assisted Two-Stage Differential Evolution for Expensive Constrained Optimization.
IEEE Trans. Emerg. Top. Comput. Intell., June, 2023
An adaptive Gaussian process based manifold transfer learning to expensive dynamic multi-objective optimization.
Neurocomputing, June, 2023
Machine Learning Assisted Evolutionary Multi-Objective Optimization [Guest Editorial].
IEEE Comput. Intell. Mag., May, 2023
Solution Set Augmentation for Knee Identification in Multiobjective Decision Analysis.
IEEE Trans. Cybern., April, 2023
Imperceptible and Sparse Adversarial Attacks via a Dual-Population-Based Constrained Evolutionary Algorithm.
IEEE Trans. Artif. Intell., April, 2023
A Self-Organizing IoT Service Perception Algorithm Based on Human Visual Direction-Sensitive System.
IEEE Internet Things J., April, 2023
Adaptive Prototypical Networks With Label Words and Joint Representation Learning for Few-Shot Relation Classification.
IEEE Trans. Neural Networks Learn. Syst., March, 2023
Knowl. Based Syst., March, 2023
Computational Evolution of Neural and Morphological Development - Towards Evolutionary Developmental Artificial Intelligence
Natural Computing Series, Springer, ISBN: 978-981-99-1853-9, 2023
IEEE Trans. Syst. Man Cybern. Syst., 2023
Coordinated Adaptation of Reference Vectors and Scalarizing Functions in Evolutionary Many-Objective Optimization.
IEEE Trans. Syst. Man Cybern. Syst., 2023
Triple Change Detection Network via Joint Multifrequency and Full-Scale Swin-Transformer for Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023
Ultralightweight Spatial-Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023
Cooperative Coevolutionary CMA-ES With Landscape-Aware Grouping in Noisy Environments.
IEEE Trans. Evol. Comput., 2023
A Performance Indicator-Based Infill Criterion for Expensive Multi-/Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2023
Guest Editorial Special Issue on Large-Scale Evolutionary Multiobjective Optimization and Its Practical Applications.
IEEE Trans. Evol. Comput., 2023
DRL Router: Distributional Reinforcement Learning-Based Router for Reliable Shortest Path Problems.
IEEE Intell. Transp. Syst. Mag., 2023
FedMed-GAN: Federated domain translation on unsupervised cross-modality brain image synthesis.
Neurocomputing, 2023
Neurocomputing, 2023
Bi-fidelity evolutionary multiobjective search for adversarially robust deep neural architectures.
Neurocomputing, 2023
A Data Stream Ensemble Assisted Multifactorial Evolutionary Algorithm for Offline Data-Driven Dynamic Optimization.
Evol. Comput., 2023
HE-DKSAP: Privacy-Preserving Stealth Address Protocol via Additively Homomorphic Encryption.
CoRR, 2023
An Edge-Aware Graph Autoencoder Trained on Scale-Imbalanced Data for Travelling Salesman Problems.
CoRR, 2023
Evolutionary Dynamic Optimization Laboratory: A MATLAB Optimization Platform for Education and Experimentation in Dynamic Environments.
CoRR, 2023
Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective Neural Architecture Search.
CoRR, 2023
CoRR, 2023
Identification of Energy Management Configuration Concepts from a Set of Pareto-optimal Solutions.
CoRR, 2023
Lightweight Structure-aware Transformer Network for VHR Remote Sensing Image Change Detection.
CoRR, 2023
Augmented Transformers with Adaptive n-grams Embedding for Multilingual Scene Text Recognition.
CoRR, 2023
EvoX: A Distributed GPU-accelerated Library towards Scalable Evolutionary Computation.
CoRR, 2023
CoRR, 2023
Adversarial Training of Deep Neural Networks Guided by Texture and Structural Information.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Towards the Prognosis of Patients in Coma using Echo State Networks for EEG Analysis.
Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Graph Q-learning Assisted Ant Colony Optimization for Vehicle Routing Problems with Time Windows.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
An Ant Colony Algorithm Assisted by Graph Neural Networks for Solving Vehicle Routing Problems.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
End-to-End Pareto Set Prediction with Graph Neural Networks for Multi-objective Facility Location.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2023
What Makes a Good Data Augmentation for Few-Shot Unsupervised Image Anomaly Detection?
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
Effects of Pareto Set on the Performance of Problem Reformulation-Based Large-Scale Multiobjective Optimization Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
Springer, ISBN: 978-981-19-7082-5, 2023
2022
A Decision Variable Assortment-Based Evolutionary Algorithm for Dominance Robust Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst., 2022
Surrogate-Assisted Multipopulation Particle Swarm Optimizer for High-Dimensional Expensive Optimization.
IEEE Trans. Syst. Man Cybern. Syst., 2022
Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted Many-Objective Optimization.
IEEE Trans. Syst. Man Cybern. Syst., 2022
Evolutionary Optimization of High-Dimensional Multiobjective and Many-Objective Expensive Problems Assisted by a Dropout Neural Network.
IEEE Trans. Syst. Man Cybern. Syst., 2022
IEEE Trans. Neural Networks Learn. Syst., 2022
IEEE Trans. Neural Networks Learn. Syst., 2022
Image Clustering Using an Augmented Generative Adversarial Network and Information Maximization.
IEEE Trans. Neural Networks Learn. Syst., 2022
A Pairwise Proximity Learning-Based Ant Colony Algorithm for Dynamic Vehicle Routing Problems.
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Trans. Evol. Comput., 2022
Evolutionary Search for Complete Neural Network Architectures With Partial Weight Sharing.
IEEE Trans. Evol. Comput., 2022
IEEE Trans. Evol. Comput., 2022
An Enhanced Competitive Swarm Optimizer With Strongly Convex Sparse Operator for Large-Scale Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2022
A Large-Scale Combinatorial Many-Objective Evolutionary Algorithm for Intensity-Modulated Radiotherapy Planning.
IEEE Trans. Evol. Comput., 2022
IEEE Trans. Evol. Comput., 2022
Interpretability-Based Multimodal Convolutional Neural Networks for Skin Lesion Diagnosis.
IEEE Trans. Cybern., 2022
IEEE Trans. Cybern., 2022
Balancing Objective Optimization and Constraint Satisfaction in Constrained Evolutionary Multiobjective Optimization.
IEEE Trans. Cybern., 2022
An Adaptive Reference Vector-Guided Evolutionary Algorithm Using Growing Neural Gas for Many-Objective Optimization of Irregular Problems.
IEEE Trans. Cybern., 2022
A Pattern Mining-Based Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems.
IEEE Trans. Cybern., 2022
IEEE Trans. Cogn. Dev. Syst., 2022
A Cluster-Based Competitive Particle Swarm Optimizer with a Sparse Truncation Operator for Multi-Objective Optimization.
Swarm Evol. Comput., 2022
A fast sampling based evolutionary algorithm for million-dimensional multiobjective optimization.
Swarm Evol. Comput., 2022
Experience Sharing Based Memetic Transfer Learning for Multiagent Reinforcement Learning.
Memetic Comput., 2022
Thematic issue on knowledge and data driven evolutionary multi-objective optimization.
Memetic Comput., 2022
A latent batch-constrained deep reinforcement learning approach for precision dosing clinical decision support.
Knowl. Based Syst., 2022
Knowl. Based Syst., 2022
Surrogate-assisted evolutionary optimization of expensive many-objective irregular problems.
Knowl. Based Syst., 2022
A benchmark generator for online dynamic single-objective and multi-objective optimization problems.
Inf. Sci., 2022
A self-exploratory competitive swarm optimization algorithm for large-scale multiobjective optimization.
Inf. Sci., 2022
A fuzzy constraint handling technique for decomposition-based constrained multi- and many-objective optimization.
Inf. Sci., 2022
A model-based hybrid soft actor-critic deep reinforcement learning algorithm for optimal ventilator settings.
Inf. Sci., 2022
Hybrid attention-based transformer block model for distant supervision relation extraction.
Neurocomputing, 2022
Neurocomputing, 2022
Fault-tolerant adaptive tracking control of Euler-Lagrange systems - An echo state network approach driven by reinforcement learning.
Neurocomputing, 2022
Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization.
IEEE CAA J. Autom. Sinica, 2022
Transfer Learning Based Co-Surrogate Assisted Evolutionary Bi-Objective Optimization for Objectives with Non-Uniform Evaluation Times.
Evol. Comput., 2022
ACM Comput. Surv., 2022
CoRR, 2022
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
FedMed-ATL: Misaligned Unpaired Cross-Modality Neuroimage Synthesis via Affine Transform Loss.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
2021
Proceedings of the Automated Design of Machine Learning and Search Algorithms, 2021
IEEE Trans. Syst. Man Cybern. Syst., 2021
Guest Editorial Special Issue on Deep Integration of Artificial Intelligence and Data Science for Process Manufacturing.
IEEE Trans. Neural Networks Learn. Syst., 2021
IEEE Trans. Intell. Transp. Syst., 2021
Efficient Evolutionary Search of Attention Convolutional Networks via Sampled Training and Node Inheritance.
IEEE Trans. Evol. Comput., 2021
A Multiobjective Evolutionary Algorithm for Finding Knee Regions Using Two Localized Dominance Relationships.
IEEE Trans. Evol. Comput., 2021
IEEE Trans. Evol. Comput., 2021
IEEE Trans. Evol. Comput., 2021
A Computationally Efficient Evolutionary Algorithm for Multiobjective Network Robustness Optimization.
IEEE Trans. Evol. Comput., 2021
IEEE Trans. Evol. Comput., 2021
A Multipopulation Evolutionary Algorithm for Solving Large-Scale Multimodal Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput., 2021
A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2021
IEEE Trans. Evol. Comput., 2021
IEEE Trans. Evol. Comput., 2021
IEEE Trans. Cybern., 2021
Solving Large-Scale Multiobjective Optimization Problems With Sparse Optimal Solutions via Unsupervised Neural Networks.
IEEE Trans. Cybern., 2021
Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs).
IEEE Trans. Cybern., 2021
IEEE Trans. Cogn. Dev. Syst., 2021
Swarm Evol. Comput., 2021
An interpretable deep neural network for colorectal polyp diagnosis under colonoscopy.
Knowl. Based Syst., 2021
Transfer learning based surrogate assisted evolutionary bi-objective optimization for objectives with different evaluation times.
Knowl. Based Syst., 2021
Non-dominated sorting on performance indicators for evolutionary many-objective optimization.
Inf. Sci., 2021
Distributed additive encryption and quantization for privacy preserving federated deep learning.
Neurocomputing, 2021
Neurocomputing, 2021
Multi-objective search of robust neural architectures against multiple types of adversarial attacks.
Neurocomputing, 2021
A Survey of Evolutionary Algorithms for Multi-Objective Optimization Problems With Irregular Pareto Fronts.
IEEE CAA J. Autom. Sinica, 2021
A Self-Adaptive Response Strategy for Dynamic Multiobjective Evolutionary Optimization Based on Objective Space Decomposition.
Evol. Comput., 2021
A Federated Data-Driven Evolutionary Algorithm for Expensive Multi/Many-objective Optimization.
CoRR, 2021
Principled Design of Translation, Scale, and Rotation Invariant Variation Operators for Metaheuristics.
CoRR, 2021
Surrogate-Assisted Evolutionary Multitasking for Expensive Minimax Optimization in Multiple Scenarios.
IEEE Comput. Intell. Mag., 2021
Systematic evaluation of machine learning methods for identifying human-pathogen protein-protein interactions.
Briefings Bioinform., 2021
Regular echo state networks: simple and accurate reservoir models to real-world applications.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021
Multi-objective Evolutionary Federated Learning.
Proceedings of the 6th International Conference on Internet of Things, 2021
Proceedings of the 31st Data Compression Conference, 2021
2020
Proceedings of the High-Performance Simulation-Based Optimization, 2020
IEEE Trans. Syst. Man Cybern. Syst., 2020
IEEE Trans. Neural Networks Learn. Syst., 2020
IEEE Trans. Neural Networks Learn. Syst., 2020
Communication-Efficient Federated Deep Learning With Layerwise Asynchronous Model Update and Temporally Weighted Aggregation.
IEEE Trans. Neural Networks Learn. Syst., 2020
Introduction to the Special Issue on Nature-Inspired Optimization Methods in Fuzzy Systems.
IEEE Trans. Fuzzy Syst., 2020
Guest Editorial Special Issue on Big Data and Computational Intelligence for Agile Wireless IoT.
IEEE Trans. Emerg. Top. Comput. Intell., 2020
Offline Data-Driven Multiobjective Optimization: Knowledge Transfer Between Surrogates and Generation of Final Solutions.
IEEE Trans. Evol. Comput., 2020
Surrogate-Assisted Robust Optimization of Large-Scale Networks Based on Graph Embedding.
IEEE Trans. Evol. Comput., 2020
An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput., 2020
Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor.
IEEE Trans. Evol. Comput., 2020
A Network Reduction-Based Multiobjective Evolutionary Algorithm for Community Detection in Large-Scale Complex Networks.
IEEE Trans. Cybern., 2020
Benchmark Problems and Performance Indicators for Search of Knee Points in Multiobjective Optimization.
IEEE Trans. Cybern., 2020
Immune-Endocrine System Inspired Hierarchical Coevolutionary Multiobjective Optimization Algorithm for IoT Service.
IEEE Trans. Cybern., 2020
A Random Forest-Assisted Evolutionary Algorithm for Data-Driven Constrained Multiobjective Combinatorial Optimization of Trauma Systems.
IEEE Trans. Cybern., 2020
Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm Optimizer.
IEEE Trans. Cybern., 2020
IEEE Trans. Cybern., 2020
A Recommender System for Metaheuristic Algorithms for Continuous Optimization Based on Deep Recurrent Neural Networks.
IEEE Trans. Artif. Intell., 2020
An affinity propagation clustering based particle swarm optimizer for dynamic optimization.
Knowl. Based Syst., 2020
Knowl. Based Syst., 2020
Decision-making and multi-objectivization for cost sensitive robust optimization over time.
Knowl. Based Syst., 2020
Knowl. Based Syst., 2020
An adaptive Bayesian approach to surrogate-assisted evolutionary multi-objective optimization.
Inf. Sci., 2020
Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines.
Neurocomputing, 2020
CoRR, 2020
Sampled Training and Node Inheritance for Fast Evolutionary Neural Architecture Search.
CoRR, 2020
Robust Structural Balance in Signed Networks Using a Multiobjective Evolutionary Algorithm.
IEEE Comput. Intell. Mag., 2020
Appl. Soft Comput., 2020
Transfer stacking from low-to high-fidelity: A surrogate-assisted bi-fidelity evolutionary algorithm.
Appl. Soft Comput., 2020
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
A Surrogate-Assisted Evolutionary Algorithm with Random Feature Selection for Large-Scale Expensive Problems.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
Towards A More Effective Bidirectional LSTM-Based Learning Model for Human-Bacterium Protein-Protein Interactions.
Proceedings of the Practical Applications of Computational Biology & Bioinformatics, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
HIME: Mining and Ensembling Heterogeneous Information for Protein-Protein Interactions Prediction.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Transfer learning for gaussian process assisted evolutionary bi-objective optimization for objectives with different evaluation times.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Generation of consistent sets of multi-label classification rules with a multi-objective evolutionary algorithm.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
High-Dimensional Robust Multi-Objective Optimization for Order Scheduling: A Decision Variable Classification Approach.
IEEE Trans. Ind. Informatics, 2019
Guest Editorial: Special Issue on Computational Intelligence in Data-Driven Optimization.
IEEE Trans. Emerg. Top. Comput. Intell., 2019
Dynamic Evolutionary Multiobjective Optimization for Raw Ore Allocation in Mineral Processing.
IEEE Trans. Emerg. Top. Comput. Intell., 2019
A Bio-Inspired Self-Learning Coevolutionary Dynamic Multiobjective Optimization Algorithm for Internet of Things Services.
IEEE Trans. Evol. Comput., 2019
IEEE Trans. Evol. Comput., 2019
Multiobjective Infill Criterion Driven Gaussian Process-Assisted Particle Swarm Optimization of High-Dimensional Expensive Problems.
IEEE Trans. Evol. Comput., 2019
A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2019
A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2019
IEEE Trans. Evol. Comput., 2019
IEEE Trans. Evol. Comput., 2019
IEEE Trans. Evol. Comput., 2019
Multidirectional Prediction Approach for Dynamic Multiobjective Optimization Problems.
IEEE Trans. Cybern., 2019
Multimodal Optimization Enhanced Cooperative Coevolution for Large-Scale Optimization.
IEEE Trans. Cybern., 2019
A Clustering-Based Adaptive Evolutionary Algorithm for Multiobjective Optimization With Irregular Pareto Fronts.
IEEE Trans. Cybern., 2019
Evolutionary Multiobjective Blocking Lot-Streaming Flow Shop Scheduling With Machine Breakdowns.
IEEE Trans. Cybern., 2019
Heterogeneous Ensemble-Based Infill Criterion for Evolutionary Multiobjective Optimization of Expensive Problems.
IEEE Trans. Cybern., 2019
Multitasking Multiobjective Evolutionary Operational Indices Optimization of Beneficiation Processes.
IEEE Trans Autom. Sci. Eng., 2019
A performance-driven multi-algorithm selection strategy for energy consumption optimization of sea-rail intermodal transportation.
Swarm Evol. Comput., 2019
Neural Networks, 2019
Nat. Comput., 2019
A proactive scheduling approach to steel rolling process with stochastic machine breakdown.
Nat. Comput., 2019
A dynamic SVR-ARMA model with improved fruit fly algorithm for the nonlinear fiber stretching process.
Nat. Comput., 2019
To the special Issue on "Metaheuristics for optimization of complex process engineering".
Nat. Comput., 2019
A tree ensemble-based two-stage model for advanced-stage colorectal cancer survival prediction.
Inf. Sci., 2019
A complete expected improvement criterion for Gaussian process assisted highly constrained expensive optimization.
Inf. Sci., 2019
An adaptive decomposition-based evolutionary algorithm for many-objective optimization.
Inf. Sci., 2019
Neurocomputing, 2019
CMSN: Continuous Multi-stage Network and Variable Margin Cosine Loss for Temporal Action Proposal Generation.
CoRR, 2019
Identification of Interaction Clusters Using a Semi-supervised Hierarchical Clustering Method.
CoRR, 2019
Evolutionary Multi-Objective Optimization Driven by Generative Adversarial Networks (GANs).
CoRR, 2019
Communication-Efficient Federated Deep Learning with Asynchronous Model Update and Temporally Weighted Aggregation.
CoRR, 2019
Diversity Assessment of Multi-Objective Evolutionary Algorithms: Performance Metric and Benchmark Problems [Research Frontier].
IEEE Comput. Intell. Mag., 2019
Stacking-based ensemble learning of decision trees for interpretable prostate cancer detection.
Appl. Soft Comput., 2019
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Bayesian Approaches to Surrogate-Assisted Evolutionary Multi-objective Optimization: A Comparative Study.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Evolving Hyperparameters for Training Deep Neural Networks against Adversarial Attacks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Proceedings of the Advances in Neural Networks - ISNN 2019, 2019
An a priori knee identification multi-objective evolutionary algorithm based on <i>α</i>-dominance.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Multiobjective shape design in a ventilation system with a preference-driven surrogate-assisted evolutionary algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
A Multi-indicator based Selection Strategy for Evolutionary Many-objective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Using PlatEMO to Solve Multi-Objective Optimization Problems in Applications: A Case Study on Feature Selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
A New Selection Strategy for Decomposition-based Evolutionary Many-Objective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Adaptation of Reference Vectors for Evolutionary Many-objective Optimization of Problems with Irregular Pareto Fronts.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Hyperparameter Estimation in SVM with GPU Acceleration for Prediction of Protein-Protein Interactions.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2018
IEEE Trans. Evol. Comput., 2018
An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility.
IEEE Trans. Evol. Comput., 2018
IEEE Trans. Evol. Comput., 2018
A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2018
An Extended Reinforcement Learning Framework to Model Cognitive Development With Enactive Pattern Representation.
IEEE Trans. Cogn. Dev. Syst., 2018
Soft Comput., 2018
Feature selection for high-dimensional classification using a competitive swarm optimizer.
Soft Comput., 2018
A fitness approximation assisted competitive swarm optimizer for large scale expensive optimization problems.
Memetic Comput., 2018
A competitive mechanism based multi-objective particle swarm optimizer with fast convergence.
Inf. Sci., 2018
Evolutionary multi-objective optimization based ensemble autoencoders for image outlier detection.
Neurocomputing, 2018
On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments.
Evol. Comput., 2018
Comput. Methods Programs Biomed., 2018
Incremental data-driven optimization of complex systems in nonstationary environments.
Sci. China Inf. Sci., 2018
A two-stage R2 indicator based evolutionary algorithm for many-objective optimization.
Appl. Soft Comput., 2018
Semi-supervised learning assisted particle swarm optimization of computationally expensive problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Hierarchical Surrogate-Assisted Evolutionary Multi-Scenario Airfoil Shape Optimization.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Sampling Reference Points on the Pareto Fronts of Benchmark Multi-Objective Optimization Problems.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
2017
IEEE Trans. Emerg. Top. Comput. Intell., 2017
Evolutionary Many-Objective Optimization of Hybrid Electric Vehicle Control: From General Optimization to Preference Articulation.
IEEE Trans. Emerg. Top. Comput. Intell., 2017
Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive Problems.
IEEE Trans. Evol. Comput., 2017
Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems.
IEEE Trans. Cybern., 2017
IEEE Trans. Cybern., 2017
IEEE Trans. Cybern., 2017
Endocrine-based coevolutionary multi-swarm for multi-objective workflow scheduling in a cloud system.
Soft Comput., 2017
Robotics Auton. Syst., 2017
User-oriented many-objective cloud workflow scheduling based on an improved knee point driven evolutionary algorithm.
Knowl. Based Syst., 2017
A multi-objective approach to robust optimization over time considering switching cost.
Inf. Sci., 2017
Neurocomputing, 2017
An efficient method for online detection of polychronous patterns in spiking neural networks.
Neurocomputing, 2017
Neurocomputing, 2017
Evolutionary Multitasking for Multiobjective Continuous Optimization: Benchmark Problems, Performance Metrics and Baseline Results.
CoRR, 2017
An Efficient Method for online Detection of Polychronous Patterns in Spiking Neural Network.
CoRR, 2017
A multi-objective evolutionary algorithm guided by directed search for dynamic scheduling.
Comput. Oper. Res., 2017
Pattern Recommendation in Task-oriented Applications: A Multi-Objective Perspective [Application Notes].
IEEE Comput. Intell. Mag., 2017
PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum].
IEEE Comput. Intell. Mag., 2017
Conference Report on 2016 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016) [Conference Reports].
IEEE Comput. Intell. Mag., 2017
A time series driven decomposed evolutionary optimization approach for reconstructing large-scale gene regulatory networks based on fuzzy cognitive maps.
BMC Bioinform., 2017
A radial space division based evolutionary algorithm for many-objective optimization.
Appl. Soft Comput., 2017
Comparisons of different kernels in Kriging-assisted evolutionary expensive optimization.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Enhancing classification of mass spectrometry imaging data with deep neural networks.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
Efficient nonlinear correlation detection for decomposed search in evolutionary multi-objective optimization.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Surrogate-assisted evolutionary multiobjective shape optimization of an air intake ventilation system.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Two-stage assortative mating for multi-objective multifactorial evolutionary optimization.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
2016
Data-Driven Surrogate-Assisted Multiobjective Evolutionary Optimization of a Trauma System.
IEEE Trans. Evol. Comput., 2016
IEEE Trans. Evol. Comput., 2016
IEEE Trans. Cogn. Dev. Syst., 2016
A dynamic optimization approach to the design of cooperative co-evolutionary algorithms.
Knowl. Based Syst., 2016
Inf. Sci., 2016
Inf. Sci., 2016
Immune-inspired self-adaptive collaborative control allocation for multi-level stretching processes.
Inf. Sci., 2016
Reduction strategies for hierarchical multi-label classification in protein function prediction.
BMC Bioinform., 2016
Evolutionary multi-objective blocking lot-streaming flow shop scheduling with interval processing time.
Appl. Soft Comput., 2016
Empirical analysis of a tree-based efficient non-dominated sorting approach for many-objective optimization.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
An adaptive model selection strategy for surrogate-assisted particle swarm optimization algorithm.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
A self-adaptive similarity-based fitness approximation for evolutionary optimization.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Connections of reference vectors and different types of preference information in interactive multiobjective evolutionary algorithms.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Small data driven evolutionary multi-objective optimization of fused magnesium furnaces.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
On Constraint Handling in Surrogate-Assisted Evolutionary Many-Objective Optimization.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Network structural optimization based on swarm intelligence for highlevel classification.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Fitness Estimation Strategy Assisted Competitive Swarm Optimizer for High Dimensional Expensive Problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Surrogate-Assisted Evolutionary Optimisation (SAEOpt'16) Chairs' Welcome & Organization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Data Driven Evolutionary Optimization of Complex Systems: Big Data Versus Small Data.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Proceedings of the Data Mining and Big Data, First International Conference, 2016
A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Reference point based prediction for evolutionary dynamic multiobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Incremental information gain analysis of input attribute impact on RBF-kernel SVM spam detection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
The security challenges in the IoT enabled cyber-physical systems and opportunities for evolutionary computing & other computational intelligence.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
IEEE Trans. Evol. Comput., 2015
An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2015
A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse Modeling.
IEEE Trans. Evol. Comput., 2015
IEEE Trans. Cybern., 2015
IEEE Trans. Cybern., 2015
A cytokine network-inspired cooperative control system for multi-stage stretching processes in fiber production.
Soft Comput., 2015
Soft Comput., 2015
Soft Comput., 2015
An endocrine-based intelligent distributed cooperative algorithm for target tracking in wireless sensor networks.
Soft Comput., 2015
Self-organized swarm robot for target search and trapping inspired by bacterial chemotaxis.
Robotics Auton. Syst., 2015
A knowledge-based evolutionary proactive scheduling approach in the presence of machine breakdown and deterioration effect.
Knowl. Based Syst., 2015
Inf. Sci., 2015
Frontiers Comput. Neurosci., 2015
Evolutionary non-linear modelling for selecting vaccines against antigenically variable viruses.
Bioinform., 2015
Proceedings of the VISAPP 2015, 2015
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2015
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015
Evolutionary Optimization of complex Systems in Uncertain Environments.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015
Adaptive Reference Vector Generation for Inverse Model Based Evolutionary Multiobjective Optimization with Degenerate and Disconnected Pareto Fronts.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Reference vector based a posteriori preference articulation for evolutionary multiobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Trade-off between computational complexity and accuracy in evolutionary image feature extraction.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
A Population Prediction Strategy for Evolutionary Dynamic Multiobjective Optimization.
IEEE Trans. Cybern., 2014
Evolutionary multi-objective generation of recurrent neural network ensembles for time series prediction.
Neurocomputing, 2014
Reconstructing biological gene regulatory networks: where optimization meets big data.
Evol. Intell., 2014
IEEE Comput. Intell. Mag., 2014
IEEE Comput. Intell. Mag., 2014
Computational modeling of neural plasticity for self-organization of neural networks.
Biosyst., 2014
Proceedings of the 14th UK Workshop on Computational Intelligence, 2014
Proceedings of the Advances in Autonomous Robotics Systems - 15th Annual Conference, 2014
Proceedings of the Advances in Autonomous Robotics Systems - 15th Annual Conference, 2014
On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014
Generating diverse and accurate classifier ensembles using multi-objective optimization.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2014
Multi-objective evolutionary recurrent neural network ensemble for prediction of computational fluid dynamic simulations.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Evolving hierarchical gene regulatory networks for morphogenetic pattern formation of swarm robots.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Similarity- and reliability-assisted fitness estimation for particle swarm optimization of expensive problems.
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
2013
A New Surrogate-Assisted Interactive Genetic Algorithm With Weighted Semisupervised Learning.
IEEE Trans. Cybern., 2013
An examination of different fitness and novelty based selection methods for the evolution of neural networks.
Soft Comput., 2013
A morphogenetic approach to flexible and robust shape formation for swarm robotic systems.
Robotics Auton. Syst., 2013
Evolving Connectivity between Genetic oscillators and Switches using Evolutionary Algorithms.
J. Bioinform. Comput. Biol., 2013
Inf. Sci., 2013
Proceedings of the 13th UK Workshop on Computational Intelligence, 2013
Proceedings of the 13th UK Workshop on Computational Intelligence, 2013
Metamodel Assisted Mixed-Integer Evolution Strategies Based on Kendall Rank Correlation Coefficient.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013
Proceedings of the 2013 19th International Conference on Automation and Computing, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013
A Comparative Study of Multi-objective Evolutionary Trace Transform Methods for Robust Feature Extraction.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013
Similarity-based evolution control for fitness estimation in particle swarm optimization.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2013
Recurrent neural network ensembles for convergence prediction in surrogate-assisted evolutionary optimization.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
IEEE Trans. Syst. Man Cybern. Part B, 2012
IEEE Trans. Auton. Ment. Dev., 2012
A morphogenetic framework for self-organized multirobot pattern formation and boundary coverage.
ACM Trans. Auton. Adapt. Syst., 2012
Neural Networks, 2012
A Unified Framework for Symbiosis of Evolutionary Mechanisms with Application to Water Clusters Potential Model Design.
IEEE Comput. Intell. Mag., 2012
¿¿2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2012) [Conference Reports].
IEEE Comput. Intell. Mag., 2012
Evolution and Analysis of Genetic Networks for Stable Cellular Growth and Regeneration.
Artif. Life, 2012
Proceedings of the 12th UK Workshop on Computational Intelligence, 2012
The emergence of polychronous groups under varying input patterns, plasticity rules and network connectivities.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012
Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012
Evolutionary multi-objective optimization of trace transform for invariant feature extraction.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Morphogenetic Robotics: A New Paradigm for Designing Self-Organizing, Self-Reconfigurable and Self-Adaptive Robots.
Proceedings of the Morphogenetic Engineering, Toward Programmable Complex Systems, 2012
2011
Proceedings of the Bio-Inspired Self-Organizing Robotic Systems, 2011
Morphogenetic Robotics - An Evolutionary Developmental Approach to Morphological and Neural Self-Organization of Robotic Systems.
Proceedings of the Bio-Inspired Self-Organizing Robotic Systems, 2011
IEEE Trans. Syst. Man Cybern. Part C, 2011
Modeling Activity-Dependent Plasticity in BCM Spiking Neural Networks With Application to Human Behavior Recognition.
IEEE Trans. Neural Networks, 2011
IEEE Trans. Evol. Comput., 2011
Guest Editorial Special Issue on Computational Modeling of Neural and Brain Development.
IEEE Trans. Auton. Ment. Dev., 2011
Swarm Evol. Comput., 2011
Multi-sensor optimal H<sub>∞</sub> fusion filters for delayed nonlinear intelligent systems based on a unified model.
Neural Networks, 2011
Object recognition using a bio-inspired neuron model with bottom-up and top-down pathways.
Neurocomputing, 2011
Autonomous Self-Reconfiguration of Modular Robots by Evolving a Hierarchical Mechanochemical Model.
IEEE Comput. Intell. Mag., 2011
Emergence of robust regulatory motifs from in silico evolution of sustained oscillation.
Biosyst., 2011
Exploiting inherent regularity in control of multilegged robot locomotion by evolving neural fields.
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011
Proceedings of the 2011 IEEE Symposium on Artificial Life, 2011
Proceedings of the IEEE International Conference on Robotics and Automation, 2011
Swarm robot pattern formation using a morphogenetic multi-cellular based self-organizing algorithm.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011
Proceedings of the 2011 workshop on Organic computing, 2011
Combining Particle Swarm Optimisation with Genetic Algorithm for Contextual Analysis of Medical Images.
Proceedings of the HEALTHINF 2011, 2011
Proceedings of the Artificial Evolution, 2011
2010
IEEE Trans. Evol. Comput., 2010
Distributed Multi-Agent Systems for a Collective Construction Task based on Virtual Swarm Intelligence.
Int. J. Swarm Intell. Res., 2010
IEEE Comput. Intell. Mag., 2010
Emergent Distribution of Computational Workload in the Evolution of an Undulatory Animat.
Proceedings of the From Animals to Animats 11, 2010
Fusing bottom-up and top-down pathways in neural networks for visual object recognition.
Proceedings of the International Joint Conference on Neural Networks, 2010
Human activity detection using spiking neural networks regulated by a gene regulatory network.
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the 2010 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Incremental approximation of nonlinear constraint functions for evolutionary constrained optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Analysis of local communication load in shape formation of a distributed morphogenetic swarm robotic system.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Analysis of Gene Regulatory Network Motifs in Evolutionary Development of Multicellular Organisms.
Proceedings of the Twelfth International Conference on the Synthesis and Simulation of Living Systems, 2010
A Morphogenetic Approach to Self-Reconfigurable Modular Robots using a Hybrid Hierarchical Gene Regulatory Network.
Proceedings of the Twelfth International Conference on the Synthesis and Simulation of Living Systems, 2010
2009
Proceedings of the Fuzzy Systems in Bioinformatics and Computational Biology, 2009
Corrections to "Pareto-Based Multiobjective Machine Learning: An Overview and Case Studies" [May 08 397-415].
IEEE Trans. Syst. Man Cybern. Part C, 2009
Approximating the Set of Pareto-Optimal Solutions in Both the Decision and Objective Spaces by an Estimation of Distribution Algorithm.
IEEE Trans. Evol. Comput., 2009
Memetic Comput., 2009
Frontiers Comput. Sci. China, 2009
A systems approach to evolutionary multiobjective structural optimization and beyond.
IEEE Comput. Intell. Mag., 2009
A cellular mechanism for multi-robot construction via evolutionary multi-objective optimization of a gene regulatory network.
Biosyst., 2009
Adapt. Behav., 2009
Robustness Analysis and Failure Recovery of a Bio-Inspired Self-Organizing Multi-Robot System.
Proceedings of the Third IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2009
Influence of regulation logic on the easiness of evolving sustained oscillation for gene regulatory networks.
Proceedings of the 2009 IEEE Symposium on Artificial Life, 2009
Proceedings of the 2009 IEEE Symposium on Artificial Life, 2009
Emerged Coupling of Motor Control and Morphological Development in Evolution of Multi-cellular Animats.
Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 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
Evolutionary multi-objective optimization of robustness and innovation in redundant genetic representations.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
2008
Proceedings of the Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases, 2008
IEEE Trans. Syst. Man Cybern. Part C, 2008
Errata to "RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm" [Feb 08 41-63].
IEEE Trans. Evol. Comput., 2008
RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm.
IEEE Trans. Evol. Comput., 2008
Prediction of convergence dynamics of design performance using differential recurrent neural networks.
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008
Pareto-optimality is everywhere: From engineering design, machine learning, to biological systems.
Proceedings of the 3rd International Workshop on Genetic and Evolving Systems, 2008
A cellular model for the evolutionary development of lightweight material with an inner structure.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Multiobjective Optimization, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Evolving in silico bistable and oscillatory dynamics for gene regulatory network motifs.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008
Modeling Regularity to Improve Scalability of Model-Based Multiobjective Optimization Algorithms.
Proceedings of the Multiobjective Problem Solving from Nature, 2008
2007
Single/Multi-objective Inverse Robust Evolutionary Design Methodology in the Presence of Uncertainty.
Proceedings of the Evolutionary Computation in Dynamic and Uncertain Environments, 2007
Individual-based Management of Meta-models for Evolutionary Optimization with Application to Three-Dimensional Blade Optimization.
Proceedings of the Evolutionary Computation in Dynamic and Uncertain Environments, 2007
Future Gener. Comput. Syst., 2007
Proceedings of the Artificial Neural Networks, 2007
Proceedings of the 7th International Conference on Hybrid Intelligent Systems, 2007
Global multiobjective optimization via estimation of distribution algorithm with biased initialization and crossover.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
A study on metamodeling techniques, ensembles, and multi-surrogates in evolutionary computation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007
Prediction-Based Population Re-initialization for Evolutionary Dynamic Multi-objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
Proceedings of the Multi-Objective Machine Learning, 2006
Proceedings of the Multi-Objective Machine Learning, 2006
Efficient search for robust solutions by means of evolutionary algorithms and fitness approximation.
IEEE Trans. Evol. Comput., 2006
Editorial to special issue on evolutionary computation in dynamic and uncertain environments.
Genet. Program. Evolvable Mach., 2006
Genet. Program. Evolvable Mach., 2006
Modelling the Population Distribution in Multi-objective Optimization by Generative Topographic Mapping.
Proceedings of the Parallel Problem Solving from Nature, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Combining Model-based and Genetics-based Offspring Generation for Multi-objective Optimization Using a Convergence Criterion.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
IEEE Trans. Syst. Man Cybern. Part C, 2005
IEEE Trans. Evol. Comput., 2005
Soft Comput., 2005
Soft Comput., 2005
Multi-objective hierarchical genetic algorithm for interpretable fuzzy rule-based knowledge extraction.
Fuzzy Sets Syst., 2005
Proceedings of the Advances in Natural Computation, First International Conference, 2005
Efficient evolutionary optimization using individual-based evolution control and neural networks: A comparative study.
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005
Evolutionary Multi-objective Optimization for Simultaneous Generation of Signal-Type and Symbol-Type Representations.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Theoretical comparisons of search dynamics of genetic algorithms and evolution strategies.
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
Proceedings of the Parallel Problem Solving from Nature, 2004
Reducing Fitness Evaluations Using Clustering Techniques and Neural Network Ensembles.
Proceedings of the Genetic and Evolutionary Computation, 2004
Constructing Dynamic Optimization Test Problems Using the Multi-objective Optimization Concept.
Proceedings of the Applications of Evolutionary Computing, 2004
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
Neural network regularization and ensembling using multi-objective evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
2003
Solving Three-Objective Optimization Problems Using Evolutionary Dynamic Weighted Aggregation: Results and Analysis.
Proceedings of the Genetic and Evolutionary Computation, 2003
Trade-Off between Performance and Robustness: An Evolutionary Multiobjective Approach.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003
Comparing neural networks and Kriging for fitness approximation in evolutionary optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
Connectedness, regularity and the success of local search in evolutionary multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
Advanced fuzzy systems design and applications.
Studies in Fuzziness and Soft Computing 112, Physica-Verlag, ISBN: 3-7908-1537-3, 2003
2002
IEEE Trans. Evol. Comput., 2002
On The Dynamics Of Evolutionary Multi-objective Optimization.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
Fitness Approximation In Evolutionary Computation - a Survey.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
Incorporation Of Fuzzy Preferences Into Evolutionary Multiobjective Optimization.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
2001
Proceedings of the Evolutionary Multi-Criterion Optimization, 2001
Proceedings of the 2001 Congress on Evolutionary Computation, 2001
Proceedings of the 2001 Congress on Evolutionary Computation, 2001
2000
Fuzzy modeling of high-dimensional systems: complexity reduction and interpretability improvement.
IEEE Trans. Fuzzy Syst., 2000
On Evolutionary Optimization with Approximate Fitness Functions.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000
1999
On generating FC<sup>3</sup> fuzzy rule systems from data using evolution strategies.
IEEE Trans. Syst. Man Cybern. Part B, 1999
Neural Process. Lett., 1999
Fuzzy Sets Syst., 1999
1998
IEEE Trans. Syst. Man Cybern. Part B, 1998
1995
Neural network based fuzzy identification and its application to modeling and control of complex systems.
IEEE Trans. Syst. Man Cybern., 1995