Xin Yao
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Bibliography
2018
Turning HighDimensional Optimization Into Computationally Expensive Optimization.
IEEE Trans. Evolutionary Computation, 2018
Multiline Distance Minimization: A Visualized ManyObjective Test Problem Suite.
IEEE Trans. Evolutionary Computation, 2018
Dynamic Multiobjectives Optimization With a Changing Number of Objectives.
IEEE Trans. Evolutionary Computation, 2018
Interactive Decomposition MultiObjective Optimization via Progressively Learned Value Functions.
CoRR, 2018
2017
Constraint Handling in NSGAII for Solving Optimal Testing Resource Allocation Problems.
IEEE Trans. Reliability, 2017
A ClusterBased Semisupervised Ensemble for Multiclass Classification.
IEEE Trans. Emerging Topics in Comput. Intellig., 2017
DG2: A Faster and More Accurate Differential Grouping for LargeScale BlackBox Optimization.
IEEE Trans. Evolutionary Computation, 2017
Average Drift Analysis and Population Scalability.
IEEE Trans. Evolutionary Computation, 2017
Diversity Assessment in ManyObjective Optimization.
IEEE Trans. Cybernetics, 2017
Nadir point estimation for manyobjective optimization problems based on emphasized critical regions.
Soft Comput., 2017
A multiagent evolutionary algorithm for software module clustering problems.
Soft Comput., 2017
Preface.
Natural Computing, 2017
Preface.
Natural Computing, 2017
Optimal relay placement for lifetime maximization in wireless underground sensor networks.
Inf. Sci., 2017
Parallel populationbased algorithm portfolios: An empirical study.
Neurocomputing, 2017
An iterative pseudogap enumeration approach for the Multidimensional Multiplechoice Knapsack Problem.
European Journal of Operational Research, 2017
Theory of Randomized Optimization Heuristics (Dagstuhl Seminar 17191).
Dagstuhl Reports, 2017
TwoArchive Evolutionary Algorithm for Constrained MultiObjective Optimization.
CoRR, 2017
Maximizing Nonmonotone/Nonsubmodular Functions by Multiobjective Evolutionary Algorithms.
CoRR, 2017
What Weights Work for You? Adapting Weights for Any Pareto Front Shape in Decompositionbased Evolutionary MultiObjective Optimisation.
CoRR, 2017
Kernel Truncated Regression Representation for Robust Subspace Clustering.
CoRR, 2017
A Systematic Study of Online Class Imbalance Learning with Concept Drift.
CoRR, 2017
Proceedings of the IJCAI 2017 Workshop on Learning in the Presence of Class Imbalance and Concept Drift (LPCICD'17).
CoRR, 2017
Concept Drift Adaptation by Exploiting Historical Knowledge.
CoRR, 2017
Experiencebased Optimization: A Coevolutionary Approach.
CoRR, 2017
How to Read ManyObjective Solution Sets in Parallel Coordinates.
CoRR, 2017
Dominance Move: A Measure of Comparing Solution Sets in Multiobjective Optimization.
CoRR, 2017
Integration of Preferences in Decomposition MultiObjective Optimization.
CoRR, 2017
Evolutionary Multitasking for Singleobjective Continuous Optimization: Benchmark Problems, Performance Metric, and Baseline Results.
CoRR, 2017
How to Read ManyObjective Solution Sets in Parallel Coordinates [Educational Forum].
IEEE Comp. Int. 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
Predicting Car Park Occupancy Rates in Smart Cities.
Proceedings of the Smart Cities  Second International Conference, SmartCT 2017, Málaga, 2017
Adjusting Parallel Coordinates for Investigating Multiobjective Search.
Proceedings of the Simulated Evolution and Learning  11th International Conference, 2017
Improvement of Reference Points for Decomposition Based Multiobjective Evolutionary Algorithms.
Proceedings of the Simulated Evolution and Learning  11th International Conference, 2017
Surrogate Model Assisted Multiobjective Differential Evolution Algorithm for Performance Optimization at Software Architecture Level.
Proceedings of the Simulated Evolution and Learning  11th International Conference, 2017
Lognormality 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
The Future of Camera Networks: Staying Smart in a Chaotic World.
Proceedings of the 11th International Conference on Distributed Smart Cameras, 2017
Empirical Investigations of Reference Point Based Methods When Facing a Massively Large Number of Objectives: First Results.
Proceedings of the Evolutionary MultiCriterion Optimization, 2017
Parallel peaks: A visualization method for benchmark studies of multimodal optimization.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Knowledgebased particle swarm optimization for PID controller tuning.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
Conclusions and Outlook.
Proceedings of the Selfaware Computing Systems  An Engineering Approach, 2016
Selfaware Computing: Introduction and Motivation.
Proceedings of the Selfaware Computing Systems  An Engineering Approach, 2016
Defect and VariationTolerant Logic Mapping in Nanocrossbar Using Bipartite Matching and Memetic Algorithm.
IEEE Trans. VLSI Syst., 2016
Dynamic Software Project Scheduling through a ProactiveRescheduling Method.
IEEE Trans. Software Eng., 2016
A Competitive DivideandConquer Algorithm for Unconstrained LargeScale BlackBox Optimization.
ACM Trans. Math. Softw., 2016
Online Ensemble Learning of Data Streams with Gradually Evolved Classes.
IEEE Trans. Knowl. Data Eng., 2016
Balancing Convergence and Diversity in DecompositionBased ManyObjective Optimizers.
IEEE Trans. Evolutionary Computation, 2016
A New Dominance RelationBased Evolutionary Algorithm for ManyObjective Optimization.
IEEE Trans. Evolutionary Computation, 2016
A Survey on Evolutionary Computation Approaches to Feature Selection.
IEEE Trans. Evolutionary Computation, 2016
Estimation of the Distribution Algorithm With a Stochastic Local Search for Uncertain Capacitated Arc Routing Problems.
IEEE Trans. Evolutionary Computation, 2016
Stochastic Ranking Algorithm for ManyObjective Optimization Based on Multiple Indicators.
IEEE Trans. Evolutionary Computation, 2016
Cooperative CoEvolutionary Module Identification With Application to Cancer Disease Module Discovery.
IEEE Trans. Evolutionary Computation, 2016
Regularity Model for Noisy Multiobjective Optimization.
IEEE Trans. Cybernetics, 2016
Binarization With Boosting and Oversampling for Multiclass Classification.
IEEE Trans. Cybernetics, 2016
Layered Ensemble Architecture for Time Series Forecasting.
IEEE Trans. Cybernetics, 2016
Objective reduction based on nonlinear correlation information entropy.
Soft Comput., 2016
On investigation of interdependence between subproblems of the Travelling Thief Problem.
Soft Comput., 2016
Dynamic selection of evolutionary operators based on online learning and fitness landscape analysis.
Soft Comput., 2016
Negatively Correlated Search.
IEEE Journal on Selected Areas in Communications, 2016
Success Probability of Exploration: a Concrete Analysis of Learning Efficiency.
CoRR, 2016
Highdimensional Blackbox Optimization via Divide and Approximate Conquer.
CoRR, 2016
Probabilistic Feature Selection and Classification Vector Machine.
CoRR, 2016
Dynamic MultiObjectives Optimization with a Changing Number of Objectives.
CoRR, 2016
FEMOSAA: Feature Guided and Knee Driven MultiObjective Optimization for SelfAdaptive Software at Runtime.
CoRR, 2016
Target shape design optimization by evolving Bsplines with cooperative coevolution.
Appl. Soft Comput., 2016
An Evolutionary Hyperheuristic for the Software Project Scheduling Problem.
Proceedings of the Parallel Problem Solving from Nature  PPSN XIV, 2016
Speciated Evolutionary Algorithm for Dynamic Constrained Optimisation.
Proceedings of the Parallel Problem Solving from Nature  PPSN XIV, 2016
Variable Interaction in Multiobjective Optimization Problems.
Proceedings of the Parallel Problem Solving from Nature  PPSN XIV, 2016
Dealing with Multiple Classes in Online Class Imbalance Learning.
Proceedings of the TwentyFifth International Joint Conference on Artificial Intelligence, 2016
Robust Online Time Series Prediction with Recurrent Neural Networks.
Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016
A multimodal 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 contributionbased cooperative coevolutionary algorithm with improved exploration/exploitation balance.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Search based recommender system using manyobjective evolutionary algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
A LearningtoRank Approach to Software Defect Prediction.
IEEE Trans. Reliability, 2015
ResamplingBased Ensemble Methods for Online Class Imbalance Learning.
IEEE Trans. Knowl. Data Eng., 2015
GraphBased Approaches for OverSampling in the Context of Ordinal Regression.
IEEE Trans. Knowl. Data Eng., 2015
A Survey on Problem Models and Solution Approaches to Rescheduling in Railway Networks.
IEEE Trans. Intelligent Transportation Systems, 2015
Two_Arch2: An Improved TwoArchive Algorithm for ManyObjective Optimization.
IEEE Trans. Evolutionary Computation, 2015
Convex HullBased Multiobjective Genetic Programming for Maximizing Receiver Operating Characteristic Performance.
IEEE Trans. Evolutionary Computation, 2015
MetaHeuristic Algorithms in Car Engine Design: A Literature Survey.
IEEE Trans. Evolutionary Computation, 2015
On the Easiest and Hardest Fitness Functions.
IEEE Trans. Evolutionary Computation, 2015
Robust Optimization Over Time: Problem Difficulties and Benchmark Problems.
IEEE Trans. Evolutionary Computation, 2015
A New Evolutionary Algorithm with Structure Mutation for the Maximum Balanced Biclique Problem.
IEEE Trans. Cybernetics, 2015
Evolutionary Path Control Strategy for Solving ManyObjective Optimization Problem.
IEEE Trans. Cybernetics, 2015
Cooperative Coevolutionary AlgorithmBased Model Predictive Control Guaranteeing Stability of Multirobot Formation.
IEEE Trans. Contr. Sys. Techn., 2015
Static, Dynamic, and Adaptive Heterogeneity in Distributed Smart Camera Networks.
TAAS, 2015
The time complexity analysis of a class of gene expression programming.
Soft Comput., 2015
Mathematical modeling and multiobjective evolutionary algorithms applied to dynamic flexible job shop scheduling problems.
Inf. Sci., 2015
Robust twin boosting for feature selection from highdimensional omics data with label noise.
Inf. Sci., 2015
An efficient local search heuristic with row weighting for the unicost set covering problem.
European Journal of Operational Research, 2015
ManyObjective Evolutionary Algorithms: A Survey.
ACM Comput. Surv., 2015
Negatively Correlated Cooperative Search.
CoRR, 2015
Online QoS Modeling in the Cloud: A Hybrid and Adaptive MultiLearners Approach.
CoRR, 2015
SelfAware and SelfExpressive Systems.
IEEE Computer, 2015
Architectural Aspects of SelfAware and SelfExpressive Computing Systems: From Psychology to Engineering.
IEEE Computer, 2015
A Growing Story [President's Message].
IEEE Comp. Int. Mag., 2015
50th Anniversary of Fuzzy Logic [President's Message].
IEEE Comp. Int. Mag., 2015
Newly Elected CIS Administrative Committee Members (20152017) [Society Briefs].
IEEE Comp. Int. Mag., 2015
Means to an End Is Not the Same as the End Itself [President's Message].
IEEE Comp. Int. Mag., 2015
Big Data Analytics, Data Science and the CIS [President's Message].
IEEE Comp. Int. Mag., 2015
A clusteringranking method for manyobjective optimization.
Appl. Soft Comput., 2015
Increasingly Cautious Optimism for Practical PACMDP Exploration.
Proceedings of the TwentyFourth International Joint Conference on Artificial Intelligence, 2015
Model Metric CoLearning for Time Series Classification.
Proceedings of the TwentyFourth International Joint Conference on Artificial Intelligence, 2015
Keynote speech I: Coevolutionary learning in gameplaying.
Proceedings of the 2015 IEEE Conference on Computational Intelligence and Games, 2015
Heuristic evolution with Genetic Programming for Traveling Thief Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
QoSaware longterm based service composition in cloud computing.
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
Socioeconomic vision graph generation and handover in distributed smart camera networks.
TOSN, 2014
Efficient Probabilistic Classification Vector Machine With Incremental Basis Function Selection.
IEEE Trans. Neural Netw. Learning Syst., 2014
Learning in the Model Space for Cognitive Fault Diagnosis.
IEEE Trans. Neural Netw. Learning Syst., 2014
MWMOTEMajority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning.
IEEE Trans. Knowl. Data Eng., 2014
A New Memetic Algorithm With Fitness Approximation for the DefectTolerant Logic Mapping in CrossbarBased Nanoarchitectures.
IEEE Trans. Evolutionary Computation, 2014
Frequency Fitness Assignment.
IEEE Trans. Evolutionary Computation, 2014
Cooperative CoEvolution With Differential Grouping for Large Scale Optimization.
IEEE Trans. Evolutionary Computation, 2014
Cooperative Coevolution With Route Distance Grouping for LargeScale Capacitated Arc Routing Problems.
IEEE Trans. Evolutionary Computation, 2014
An Evolutionary Multiobjective Approach to Sparse Reconstruction.
IEEE Trans. Evolutionary Computation, 2014
Reusing Genetic Programming for Ensemble Selection in Classification of Unbalanced Data.
IEEE Trans. Evolutionary Computation, 2014
Corner Sort for ParetoBased ManyObjective Optimization.
IEEE Trans. Cybernetics, 2014
MetaHeuristic Combining Prior Online and Offline Information for the Quadratic Assignment Problem.
IEEE Trans. Cybernetics, 2014
Populationbased Algorithm Portfolios with automated constituent algorithms selection.
Inf. Sci., 2014
Runtime analysis of the (1 + 1) EA on computing unique input output sequences.
Inf. Sci., 2014
Coevolutionary automatic programming for software development.
Inf. Sci., 2014
Multiobjective genetic programming for maximizing ROC performance.
Neurocomputing, 2014
A new selfadaptation scheme for differential evolution.
Neurocomputing, 2014
A review of concurrent optimisation methods.
IJBIC, 2014
Combining learning in model space fault diagnosis with data validation/reconstruction: Application to the Barcelona water network.
Eng. Appl. of AI, 2014
The Handbook of Engineering SelfAware and SelfExpressive Systems.
CoRR, 2014
[President's Message].
IEEE Comp. Int. Mag., 2014
[President's Message].
IEEE Comp. Int. Mag., 2014
Benchmarking Optimization Algorithms: An Open Source Framework for the Traveling Salesman Problem.
IEEE Comp. Int. Mag., 2014
IEEE CIFEr 2014  Leading Forum on Computational Finance and Economics Research in Academia and Industry [Conference Reports].
IEEE Comp. Int. Mag., 2014
Cognitive fault diagnosis in Tennessee Eastman Process using learning in the model space.
Computers & Chemical Engineering, 2014
Architecting SelfAware Software Systems.
Proceedings of the 2014 IEEE/IFIP Conference on Software Architecture, 2014
Online QoS Modeling in the Cloud: A Hybrid and Adaptive Multilearners Approach.
Proceedings of the 7th IEEE/ACM International Conference on Utility and Cloud Computing, 2014
Improving Efficiency of Heuristics for the Large Scale Traveling Thief Problem.
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
The potential benefit of relevance vector machine to software effort estimation.
Proceedings of the 10th International Conference on Predictive Models in Software Engineering, 2014
A multiobjective ensemble method for online class imbalance learning.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
How to make best use of crosscompany data in software effort estimation?
Proceedings of the 36th International Conference on Software Engineering, 2014
Temperature management for heterogeneous multicore FPGAs using adaptive evolutionary multiobjective approaches.
Proceedings of the 2014 IEEE International Conference on Evolvable Systems, 2014
DiversityDriven Selection of Multiple Crossover Operators for the Capacitated Arc Routing Problem.
Proceedings of the Evolutionary Computation in Combinatorial Optimisation, 2014
Multicolony ant algorithms for the dynamic travelling salesman problem.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2014
Evolving exact integer algorithms with Genetic Programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Variable neighborhood decomposition for Large Scale Capacitated Arc Routing Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
An improved Two Archive Algorithm for ManyObjective optimization.
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
What are dynamic optimization problems?
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Model representation and cooperative coevolution for finitestate machine evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
Dynamic Combinatorial Optimization Problems: A Fitness Landscape Analysis.
Proceedings of the Metaheuristics for Dynamic Optimization, 2013
Dynamic TimeLinkage Evolutionary Optimization: Definitions and Potential Solutions.
Proceedings of the Metaheuristics for Dynamic Optimization, 2013
Recent Advances in Evolutionary Algorithms for Job Shop Scheduling.
Proceedings of the Automated Scheduling and Planning  From Theory to Practice, 2013
Using Class Imbalance Learning for Software Defect Prediction.
IEEE Trans. Reliability, 2013
Software effort estimation as a multiobjective learning problem.
ACM Trans. Softw. Eng. Methodol., 2013
Dynamic Sampling Approach to Training Neural Networks for Multiclass Imbalance Classification.
IEEE Trans. Neural Netw. Learning Syst., 2013
Negative Correlation Ensemble Learning for Ordinal Regression.
IEEE Trans. Neural Netw. Learning Syst., 2013
Relationships between Diversity of Classification Ensembles and SingleClass Performance Measures.
IEEE Trans. Knowl. Data Eng., 2013
Complex Coevolutionary Dynamics  Structural Stability and Finite Population Effects.
IEEE Trans. Evolutionary Computation, 2013
Scaling Up Estimation of Distribution Algorithms for Continuous Optimization.
IEEE Trans. Evolutionary Computation, 2013
Evolving Diverse Ensembles Using Genetic Programming for Classification With Unbalanced Data.
IEEE Trans. Evolutionary Computation, 2013
Addressing the EU Sovereign Ratings Using an Ordinal Regression Approach.
IEEE Trans. Cybernetics, 2013
A framework for finding robust optimal solutions over time.
Memetic Computing, 2013
Ensembles and locality: Insight on improving software effort estimation.
Information & Software Technology, 2013
Online Class Imbalance Learning and its Applications in Fault Detection.
International Journal of Computational Intelligence and Applications, 2013
Convex HullBased Multiobjective Genetic Programming for Maximizing ROC Performance
CoRR, 2013
A Unified Markov Chain Approach to Analysing Randomised Search Heuristics.
CoRR, 2013
Average Drift Analysis and its Application.
CoRR, 2013
Rescheduling in railway networks.
Proceedings of the 13th UK Workshop on Computational Intelligence, 2013
Some Recent Work on Multiobjective Approaches to SearchBased Software Engineering.
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 SelfAdaptive and SelfOrganizing Systems, 2013
CamSim: A Distributed Smart Camera Network Simulator.
Proceedings of the 7th IEEE International Conference on SelfAdaptation and SelfOrganizing 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 multiobjective 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
A memetic algorithm for uncertain Capacitated Arc Routing Problems.
Proceedings of the 2013 IEEE Workshop on Memetic Computing, 2013
Can Diversity amongst Learners Improve Online Object Tracking?
Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013
Modelbased kernel for efficient time series analysis.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Concept drift detection for online class imbalance learning.
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
Pipe failure prediction: A data mining method.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013
Challenges and opportunities in dynamic optimisation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Finding Robust Solutions to Dynamic Optimization Problems.
Proceedings of the Applications of Evolutionary Computation  16th European Conference, 2013
A learning framework for online class imbalance learning.
Proceedings of the IEEE Symposium on Computational Intelligence and Ensemble Learning, 2013
Decomposing LargeScale Capacitated Arc Routing Problems using a random route grouping method.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Exposing market mechanism design tradeoffs via multiobjective evolutionary search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Selected Aspects of Natural Computing.
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. Systems, Man, and Cybernetics, Part C, 2012
Multiclass Imbalance Problems: Analysis and Potential Solutions.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012
Evolutionary and Principled Search Strategies for Sensornet Protocol Optimization.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012
Semisupervised Classification With Cluster Regularization.
IEEE Trans. Neural Netw. Learning Syst., 2012
DDD: A New Ensemble Approach for Dealing with Concept Drift.
IEEE Trans. Knowl. Data Eng., 2012
Cooperatively Coevolving Particle Swarms for Large Scale Optimization.
IEEE Trans. Evolutionary Computation, 2012
On the Impact of MutationSelection Balance on the Runtime of Evolutionary Algorithms.
IEEE Trans. Evolutionary Computation, 2012
Improving Generalization Performance in CoEvolutionary Learning.
IEEE Trans. Evolutionary Computation, 2012
Continuous Dynamic Constrained Optimization  The Challenges.
IEEE Trans. Evolutionary Computation, 2012
Editorial to the special issue on "Theoretical Foundations of Evolutionary Computation".
Theor. Comput. Sci., 2012
A large population size can be unhelpful in evolutionary algorithms.
Theor. Comput. Sci., 2012
Evolutionary mechanics: new engineering principles for the emergence of flexibility in a dynamic and uncertain world.
Natural Computing, 2012
A greybox approach to automated mechanism design.
Electronic Commerce Research and Applications, 2012
Learning in the Model Space for Fault Diagnosis
CoRR, 2012
A Large Population Size Can Be Unhelpful in Evolutionary Algorithms
CoRR, 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
Unpacking and Understanding Evolutionary Algorithms.
Proceedings of the Advances in Computational Intelligence, 2012
Can crosscompany data improve performance in software effort estimation?
Proceedings of the 8th International Conference on Predictive Models in Software Engineering, 2012
A Benchmark Generator for Dynamic PermutationEncoded Problems.
Proceedings of the Parallel Problem Solving from Nature  PPSN XII, 2012
Homogeneous and Heterogeneous Island Models for the Set Cover Problem.
Proceedings of the Parallel Problem Solving from Nature  PPSN XII, 2012
Community Detection Using Cooperative Coevolutionary Differential Evolution.
Proceedings of the Parallel Problem Solving from Nature  PPSN XII, 2012
Using unreliable data for creating more reliable online learners.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
A LearningtoRank Algorithm for Constructing Defect Prediction Models.
Proceedings of the Intelligent Data Engineering and Automated Learning  IDEAL 2012, 2012
Improved adaptivity and robustness in decentralised multicamera networks.
Proceedings of the Sixth International Conference on Distributed Smart Cameras, 2012
Neural Network Ensembles to Determine Growth Multiclasses 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
Dynamic adaptive search based software engineering.
Proceedings of the 2012 ACMIEEE International Symposium on Empirical Software Engineering and Measurement, 2012
Resourceaware configuration in smart camera networks.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012
Characterizing environmental changes in Robust Optimization Over Time.
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. Systems, Man, and Cybernetics, Part B, 2011
Recurring TwoStage Evolutionary Programming: A Novel Approach for Numeric Optimization.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011
Software Module Clustering as a MultiObjective Search Problem.
IEEE Trans. Software Eng., 2011
DecompositionBased Memetic Algorithm for Multiobjective Capacitated Arc Routing Problem.
IEEE Trans. Evolutionary Computation, 2011
Scalability of generalized adaptive differential evolution for largescale continuous optimization.
Soft Comput., 2011
Dynamic combinatorial optimisation problems: an analysis of the subset sum problem.
Soft Comput., 2011
Crossover can be constructive when computing unique inputoutput sequences.
Soft Comput., 2011
Scaling Up Estimation of Distribution Algorithms For Continuous Optimization
CoRR, 2011
The Impact of Mutation Rate on the Computation Time of Evolutionary Dynamic Optimization
CoRR, 2011
Evolutionary Mechanics: new engineering principles for the emergence of flexibility in a dynamic and uncertain world
CoRR, 2011
Immigrant schemes for evolutionary algorithms in dynamic environments: Adapting the replacement rate.
SCIENCE CHINA Information Sciences, 2011
A Survey of SelfAwareness and Its Application in Computing Systems.
Proceedings of the Fifth IEEE Conference on SelfAdaptive and SelfOrganizing 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 LandscapeBased Parameter Tuning Method for Evolutionary Algorithms for Computing Unique Input Output Sequences.
Proceedings of the Neural Information Processing  18th International Conference, 2011
A socioeconomic 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
The Evolution of Evolutionary Computation.
Proceedings of the Adaptive and Intelligent Systems  Second International Conference, 2011
Smart use of computational resources based on contribution for cooperative coevolutionary algorithms.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Evolution of neural symmetry and its coupled alignment to body plan morphology.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Nonuniform mutation rates for problems with unknown solution lengths.
Proceedings of the Foundations of Genetic Algorithms, 11th International Workshop, 2011
FitnessProbability 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, OnLine Optimisations.
Proceedings of the International Conference on Complex, 2011
Neural networks ensembles for shortterm load forecasting.
Proceedings of the IEEE Symposium on Computational Intelligence Applications In Smart Grid, 2011
A Memetic Genetic Programming with decision treebased local search for classification problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Classificationassisted Differential Evolution for computationally expensive problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Colearning Segmentation in Marketplaces.
Proceedings of the Adaptive and Learning Agents  International Workshop, 2011
2010
A Memetic Algorithm for MultiLevel Redundancy Allocation.
IEEE Trans. Reliability, 2010
MultiObjective Approaches to Optimal Testing Resource Allocation in Modular Software Systems.
IEEE Trans. Reliability, 2010
Sparse approximation through boosting for learning large scale kernel machines.
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
An Evolutionary Approach to the Multidepot Capacitated Arc Routing Problem.
IEEE Trans. Evolutionary Computation, 2010
PopulationBased Algorithm Portfolios for Numerical Optimization.
IEEE Trans. Evolutionary Computation, 2010
Analysis of Computational Time of Simple Estimation of Distribution Algorithms.
IEEE Trans. Evolutionary Computation, 2010
Choosing selection pressure for widegap problems.
Theor. Comput. Sci., 2010
Uncovering delayed patterns in noisy and irregularly sampled time series: An astronomy application.
Pattern Recognition, 2010
On the Impact of MutationSelection Balance on the Runtime of Evolutionary Algorithms
CoRR, 2010
Evolutionary Algorithms as Guaranteed Approximation Optimizers
CoRR, 2010
Resource allocation in decentralised computational systems: an evolutionary marketbased approach.
Autonomous Agents and MultiAgent Systems, 2010
Marketbased control of computational systems: introduction to the special issue.
Autonomous Agents and MultiAgent Systems, 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 Multiagent Systems in Dynamic Environments.
Proceedings of the Parallel Problem Solving from Nature, 2010
Negative correlation learning for classification ensembles.
Proceedings of the International Joint Conference on Neural Networks, 2010
Nonuniform Layered Clustering for Ensemble Classifier Generation and Optimality.
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
Evolving Neural Networks with Maximum AUC for Imbalanced Data Classification.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010
Coevolution of Optimal Agents for the Alternating Offers Bargaining Game.
Proceedings of the Applications of Evolutionary Computation, 2010
On Reliability Of Simulations Of Complex CoEvolutionary Processes.
Proceedings of the European Conference on Modelling and Simulation, 2010
Robust optimization over time  A new perspective on dynamic optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
On the role of modularity in evolutionary dynamic optimisation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Cooperative Coevolution for large scale optimization through more frequent random grouping.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Cooperative Coevolution with delta grouping for large scale nonseparable function optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Capacitated arc routing problem in uncertain environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Using GP to evolve decision rules for classification in financial data sets.
Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010
2009
A Global Repair Operator for Capacitated Arc Routing Problem.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2009
A New Constructive Algorithm for Architectural and Functional Adaptation of Artificial Neural Networks.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2009
A New Adaptive Merging and Growing Algorithm for Designing Artificial Neural Networks.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2009
A New Approach for Analyzing Average Time Complexity of PopulationBased Evolutionary Algorithms on Unimodal Problems.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2009
Regularized Negative Correlation Learning for Neural Network Ensembles.
IEEE Trans. Neural Networks, 2009
Probabilistic Classification Vector Machines.
IEEE Trans. Neural Networks, 2009
Predictive Ensemble Pruning by Expectation Propagation.
IEEE Trans. Knowl. Data Eng., 2009
Memetic Algorithm With Extended Neighborhood Search for Capacitated Arc Routing Problems.
IEEE Trans. Evolutionary Computation, 2009
Analysis of the (1+1) EA for Finding Approximate Solutions to Vertex Cover Problems.
IEEE Trans. Evolutionary Computation, 2009
Relationship Between Generalization and Diversity in Coevolutionary Learning.
IEEE Trans. Comput. Intellig. and AI in Games, 2009
Negative correlation in incremental learning.
Natural Computing, 2009
Empirical analysis of evolutionary algorithms with immigrants schemes for dynamic optimization.
Memetic Computing, 2009
Interactive Genetic Algorithms with Individual Fitness Not Assigned by Human.
J. UCS, 2009
Innovative Batik Design with an Interactive Evolutionary Art System.
J. Comput. Sci. Technol., 2009
Selective negative correlation learning approach to incremental learning.
Neurocomputing, 2009
From nature to computing and back.
Frontiers Comput. Sci. China, 2009
Runtime analysis of search heuristics on software engineering problems.
Frontiers Comput. Sci. China, 2009
Improving the performance of evolutionary algorithms in gridbased puzzles resolution.
Evolutionary Intelligence, 2009
Uncovering delayed patterns in noisy and irregularly sampled time series: an astronomy application
CoRR, 2009
IEEE Fellows  Class of 2009 [Society news].
IEEE Comp. Int. Mag., 2009
Selfoptimizing architecture for ensuring Quality Attributes in the cloud.
Proceedings of the Joint Working IEEE/IFIP Conference on Software Architecture 2009 and European Conference on Software Architecture 2009, 2009
Diversity exploration and negative correlation learning on imbalanced data sets.
Proceedings of the International Joint Conference on Neural Networks, 2009
Using diversity to handle concept drift in online learning.
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 SingleClass 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
Dynamic evolutionary optimisation: an analysis of frequency and magnitude of change.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
On the impact of the mutationselection balance on the runtime of evolutionary algorithms.
Proceedings of the Foundations of Genetic Algorithms, 2009
The Dynamic Knapsack Problem Revisited: A New Benchmark Problem for Dynamic Combinatorial Optimisation.
Proceedings of the Applications of Evolutionary Computing, 2009
Dynamic TimeLinkage Problems Revisited.
Proceedings of the Applications of Evolutionary Computing, 2009
CoEvolutionary Learning Of Contextual Asymmetric Actors.
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
Diversity analysis on imbalanced data sets by using ensemble models.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2009
An adaptive coevolutionary Differential Evolution algorithm for largescale optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
A multiobjective approach to Redundancy Allocation Problem in parallelseries systems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Comparing design of experiments and evolutionary approaches to multiobjective 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
Multistart JADE with knowledge transfer for numerical optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Benchmarking and solving dynamic constrained problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Improved memetic algorithm for Capacitated Arc Routing Problem.
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
An evaluation of Differential Evolution in software test data generation.
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 AgentMediated Electronic Commerce. Designing Trading Strategies and Mechanisms for Electronic Markets, 2009
2008
Evolving Artificial Neural Network Ensembles.
Proceedings of the Computational Intelligence: A Compendium, 2008
A Computational Intelligence Approach to Railway Track Intervention Planning.
Proceedings of the Evolutionary Computation in Practice, 2008
Bagging and Boosting Negatively Correlated Neural Networks.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2008
NeuralBased Learning Classifier Systems.
IEEE Trans. Knowl. Data Eng., 2008
PopulationBased Incremental Learning With Associative Memory for Dynamic Environments.
IEEE Trans. Evolutionary Computation, 2008
Measuring Generalization Performance in Coevolutionary Learning.
IEEE Trans. Evolutionary Computation, 2008
Neuronal population oscillations of rat hippocampus during epileptic seizures.
Neural Networks, 2008
Preface.
J. Comput. Sci. Technol., 2008
Large scale evolutionary optimization using cooperative coevolution.
Inf. Sci., 2008
Special Issue on "Nature Inspired ProblemSolving".
Inf. Sci., 2008
Unified eigen analysis on multivariate Gaussian based estimation of distribution algorithms.
Inf. Sci., 2008
Search based software testing of objectoriented containers.
Inf. Sci., 2008
An Experimental Study of Hybridizing Cultural Algorithms and Local Search.
Int. J. Neural Syst., 2008
Evolving edited kNearest Neighbor Classifiers.
Int. J. Neural Syst., 2008
A Hybrid Estimation of Distribution Algorithm for CDMA Cellular System Design.
International Journal of Computational Intelligence and Applications, 2008
Theoretical foundations of evolutionary computation.
Genetic Programming and Evolvable Machines, 2008
Automatic featurequeried bird identification system based on entropy and fuzzy similarity.
Expert Syst. Appl., 2008
Assignment of cells to switches in a cellular mobile network using a hybrid Hopfield networkgenetic algorithm approach.
Appl. Soft Comput., 2008
Optimal switch location in mobile communication networks using hybrid genetic algorithms.
Appl. Soft Comput., 2008
Attributes of Dynamic Combinatorial Optimisation.
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008
Solving Very Difficult Japanese Puzzles with a Hybrid EvolutionaryLogic Algorithm.
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008
Crossover Can Be Constructive When Computing Unique Input Output Sequences.
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008
Multiobjective Improvement of Software Using Coevolution and Smart Seeding.
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008
Evolutionary Market Agents for Resource Allocation in Decentralised Systems.
Proceedings of the Parallel Problem Solving from Nature, 2008
Making a Difference to Differential Evolution.
Proceedings of the Advances in Metaheuristics for Hard Optimization, 2008
A Selfadaptive Evolutionary Programming Based on Optimum Search Direction.
Proceedings of the Advances in Computation and Intelligence, Third International Symposium, 2008
Online bagging Negative Correlation Learning.
Proceedings of the International Joint Conference on Neural Networks, 2008
Selective negative correlation learning algorithm for incremental learning.
Proceedings of the International Joint Conference on Neural Networks, 2008
SearchBased Testing of Complex Simulink Models containing Stateflow Diagrams.
Proceedings of the First International Conference on Software Testing Verification and Validation, 2008
Handling Constraints for Search Based Software Test Data Generation.
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
Evolution of Neural Organization in a HydraLike Animat.
Proceedings of the Advances in NeuroInformation Processing, 15th International Conference, 2008
A Comparison of GAs Penalizing Infeasible Solutions and Repairing Infeasible Solutions on the 01 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
Multilevel cooperative coevolution for large scale optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Selfadaptive differential evolution with neighborhood search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
A multiobjective approach to testing resource allocation in modular software systems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Toward a gene regulatory network model for evolving chemotaxis behavior.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Analysis of populationbased evolutionary algorithms for the vertex cover problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Direction matters in highdimensional optimisation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
An effective evolutionary algorithm for discretevalued data clustering.
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
A novel coevolutionary approach to automatic software bug fixing.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Evolving Functional Symmetry in a Three Dimensional Model of an Elongated Organism.
Proceedings of the Artificial Life XI: Proceedingshe of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008
2007
A GradientBased Forward Greedy Algorithm for Space Gaussian Process Regression.
Proceedings of the Trends in Neural Computation, 2007
Robust Salting Route Optimization Using Evolutionary Algorithms.
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 Processing, 2007
A Memetic Algorithm for VLSI Floorplanning.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2007
In Memoriam: Dr. Lawrence J. Fogel.
IEEE Trans. Evolutionary Computation, 2007
Multiple Choices and Reputation in Multiagent Interactions.
IEEE Trans. Evolutionary Computation, 2007
Teaching Advanced Features of Evolutionary Algorithms Using Japanese Puzzles.
IEEE Trans. Education, 2007
A Note on Problem Difficulty Measures in BlackBox Optimization: Classification, Realizations and Predictability.
Evolutionary Computation, 2007
Special Issue on Evolutionary Learning and Optimisation.
Connect. Sci., 2007
A novel and practicable onchip adaptive lossless image compression scheme using intrinsic evolvable hardware.
Connect. Sci., 2007
A waveletbased data preprocessing analysis approach in mass spectrometry.
Comp. in Bio. and Med., 2007
Coevolving programs and unit tests from their specification.
Proceedings of the 22nd IEEE/ACM International Conference on Automated Software Engineering (ASE 2007), 2007
Using a Genetic Algorithm for Editing kNearest Neighbor Classifiers.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007
Evolutionary Ensemble for In Silico Prediction of Ames Test Mutagenicity.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2007
Solving Japanese Puzzles with Heuristics.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Games, 2007
Target shape design optimization by evolving splines.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Differential evolution for highdimensional function optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Estimation of distribution algorithms for testing object oriented software.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
How well do multiobjective evolutionary algorithms scale to large problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Evolutionary algorithms and the Vertex Cover problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Runtime analysis of (1+l) EA on computing unique input output sequences.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Hybridisation of evolutionary programming and machine learning with knearest neighbor estimation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Covariance matrix repairing in Gaussian based EDAs.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Evolutionary random neural ensembles based on negative correlation learning.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
On the analysis of average time complexity of estimation of distribution algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
A Memetic Algorithm for test data generation of ObjectOriented software.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
The Iterated Prisoners' Dilemma  20 Years On
Advances in Natural Computation 4, World Scientific, ISBN: 9789814475372, 2007
2006
TradeOff Between Diversity and Accuracy in Ensemble Generation.
Proceedings of the MultiObjective Machine Learning, 2006
An evolutionary clustering algorithm for gene expression microarray data analysis.
IEEE Trans. Evolutionary Computation, 2006
An analysis of diversity measures.
Machine Learning, 2006
An extended contract net mechanism for dynamic supply chain formation and its application in China petroleum supply chain management.
Multiagent and Grid Systems, 2006
Ensemble Learning Using MultiObjective Evolutionary Algorithms.
J. Math. Model. Algorithms, 2006
Recent Advances in Evolutionary Computation.
J. Comput. Sci. Technol., 2006
Evolving hybrid ensembles of learning machines for better generalisation.
Neurocomputing, 2006
Multinetwork evolutionary systems and automatic decomposition of complex problems.
Int. J. General Systems, 2006
Current developments and future directions of bioinspired computation and implications for ecoinformatics.
Ecological Informatics, 2006
Hybrid metaheuristics algorithms for task assignment in heterogeneous computing systems.
Computers & OR, 2006
Gene selection algorithms for microarray data based on least squares support vector machine.
BMC Bioinformatics, 2006
A Hybrid Estimation of Distribution Algorithm for CDMA Cellular System Design.
Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006
Hybridisation of Particle Swarm Optimization and Fast Evolutionary Programming.
Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006
Towards Intrinsic Evolvable Hardware for Predictive Lossless Image Compression.
Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006
Environments Conducive to Evolution of Modularity.
Proceedings of the Parallel Problem Solving from Nature, 2006
Greedy forward selection algorithms to Sparse Gaussian Process Regression.
Proceedings of the International Joint Conference on Neural Networks, 2006
Hybridizing Cultural Algorithms and Local Search.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006
Make Fast Evolutionary Programming Robust by Search Step Control.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006
Boosting Kernel Models for Regression.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
A Probabilistic Ensemble Pruning Algorithm.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Efficient Forward Regression with Marginal Likelihood.
Proceedings of the ESANN 2006, 2006
Diversity creation in local search for the evolution of neural network ensembles.
Proceedings of the ESANN 2006, 2006
A New Multiobjective Evolutionary Optimisation Algorithm: The TwoArchive Algorithm.
Proceedings of the Computational Intelligence and Security, International Conference, 2006
SelfAdapting Payoff Matrices in Repeated Interactions.
Proceedings of the 2006 IEEE Symposium on Computational Intelligence and Games (CIG06), 2006
Extracting a Set of Robust ParetoOptimal Parameters for Hydrologic Models using NSGAII and SCEM.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Evolving Neural Network Ensembles by Fitness Sharing.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Analysis of Scalable Parallel Evolutionary Algorithms.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Robust Solution of Salting Route Optimisation Using Evolutionary Algorithms.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Speciation Techniques in Evolved Ensembles with Negative Correlation Learning.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Evolutionary Multiobjective Ensemble Learning Based on Bayesian Feature Selection.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
Search biases in constrained evolutionary optimization.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2005
Clustering and learning Gaussian distribution for continuous optimization.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2005
A comparative study of three evolutionary algorithms incorporating different amounts of domain knowledge for node covering problem.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2005
Multiscale statistical process monitoring in machining.
IEEE Trans. Industrial Electronics, 2005
Behavioral diversity, choices and noise in the iterated prisoner's dilemma.
IEEE Trans. Evolutionary Computation, 2005
Experimental study on populationbased incremental learning algorithms for dynamic optimization problems.
Soft Comput., 2005
Linear dimensionality reduction using relevance weighted LDA.
Pattern Recognition, 2005
Diversity creation methods: a survey and categorisation.
Information Fusion, 2005
Metaheuristic Approaches to Traffic Grooming in Wdm Optical Networks.
International Journal of Computational Intelligence and Applications, 2005
Editorial.
International Journal of Computational Intelligence and Applications, 2005
MetaHeuristic Algorithms for FPGA Segmented Channel Routing Problems with Nonstandard Cost Functions.
Genetic Programming and Evolvable Machines, 2005
A GameTheoretic Approach for Designing Mixed Mutation Strategies.
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
Evolutionary framework for the construction of diverse hybrid ensembles.
Proceedings of the ESANN 2005, 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
Costsensitive classification with genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Coevolutionary modular neural networks for automatic problem decomposition.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Dynamic salting route optimisation using evolutionary computation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
2004
A hybrid Hopfield networkgenetic algorithm approach for the terminal assignment problem.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2004
Evolutionary programming using mutations based on the Levy probability distribution.
IEEE Trans. Evolutionary Computation, 2004
Digital filter design using multiple pareto fronts.
Soft Comput., 2004
A study of drift analysis for estimating computation time of evolutionary algorithms.
Natural Computing, 2004
Time Complexity Analysis of an Evolutionary Algorithm for Finding Nearly Maximum Cardinality Matching.
J. Comput. Sci. Technol., 2004
Evolving Neural Network Ensembles by Minimization of Mutual Information.
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
Credit Assignment Among Neurons in Coevolving Populations.
Proceedings of the Parallel Problem Solving from Nature, 2004
An Improved Constructive Neural Network Ensemble Approach to Medical Diagnoses.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004
DIVACE: Diverse and Accurate Ensemble Learning Algorithm.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004
Nonlinear Feature Extraction Using Evolutionary Algorithm.
Proceedings of the Neural Information Processing, 11th International Conference, 2004
A novel memetic algorithm with random multilocalsearch: a case study of TSP.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
How powerful is your evolutionary, algorithm?
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
Nonstandard cost terminal assignment problems using tabu search approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
Parallel evolutionary programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
Generalized LDA using relevance weighting and evolution strategy.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
To understand onedimensional continuous fitness landscapes by drift analysis.
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
Materialized view selection as constrained evolutionary optimization.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2003
A constructive algorithm for training cooperative neural network ensembles.
IEEE Trans. Neural Networks, 2003
A novel evolutionary data mining algorithm with applications to churn prediction.
IEEE Trans. Evolutionary Computation, 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
The Evolution of Evolutionary Computation.
Proceedings of the KnowledgeBased Intelligent Information and Engineering Systems, 2003
Adaptive DivideandConquer Using Populations and Ensembles.
Proceedings of the 2003 International Conference on Machine Learning and Applications, 2003
Using Negative Correlation to Evolve FaultTolerant Circuits.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2003
Performance Scaling of Multiobjective Evolutionary Algorithms.
Proceedings of the Evolutionary MultiCriterion Optimization, 2003
2002
From an individual to a population: an analysis of the first hitting time of populationbased evolutionary algorithms.
IEEE Trans. Evolutionary Computation, 2002
CoEvolution in Iterated Prisoner's Dilemma with Intermediate Levels of Cooperation: Application to Missile Defense.
International Journal of Computational Intelligence and Applications, 2002
A new evolutionary approach to cutting stock problems with and without contiguity.
Computers & OR, 2002
Erratum to: Drift analysis and average time complexity of evolutionary algorithms [Artificial Intelligence 127 (2001) 5785].
Artif. Intell., 2002
Learning and Evolution by Minimization of Mutual Information.
Proceedings of the Parallel Problem Solving from Nature, 2002
Evolving SQL Queries for Data Mining.
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
Getting Most Out of Evolutionary Approaches.
Proceedings of the 4th NASA / DoD Workshop on Evolvable Hardware (EH 2002), 2002
2001
An evolutionary approach to materialized views selection in a data warehouse environment.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2001
Simulated Evolution and Learning: An Introduction.
Appl. Intell., 2001
Adapting SelfAdaptive Parameters in Evolutionary Algorithms.
Appl. Intell., 2001
Drift analysis and average time complexity of evolutionary algorithms.
Artif. Intell., 2001
Evolutionary Design Calibration.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2001
Digital Filter Design Using Multiple Pareto Fronts.
Proceedings of the 3rd NASA / DoD Workshop on Evolvable Hardware (EH 2001), 2001
2000
Stochastic ranking for constrained evolutionary optimization.
IEEE Trans. Evolutionary Computation, 2000
Evolutionary ensembles with negative correlation learning.
IEEE Trans. Evolutionary Computation, 2000
Solving equations by hybrid evolutionary computation techniques.
IEEE Trans. Evolutionary Computation, 2000
The Impact of Payoff Function and Local Interaction on the N Player Iterated Prisoner's Dilemma.
Knowl. Inf. Syst., 2000
Editorial: Simulated Evolution and Learning.
JACIII, 2000
Application of Genetic Algorithm and KNearest Neighbour Method in Real World Medical Fraud Detection Problem.
JACIII, 2000
1999
Promises and challenges of evolvable hardware.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 1999
Simultaneous training of negatively correlated neural networks in an ensemble.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 1999
Evolutionary programming made faster.
IEEE Trans. Evolutionary Computation, 1999
The GRD Chip: Genetic Reconfiguration of DSPs for Neural Network Processing.
IEEE Trans. Computers, 1999
Ensemble learning via negative correlation.
Neural Networks, 1999
Evolutionary computation comes of age.
Cognitive Systems Research, 1999
Following the Path of Evolvable Hardware  Introduction.
Commun. ACM, 1999
1998
Making use of population information in evolutionary artificial neural networks.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 1998
Maximum Matching on Boltzmann Machines.
Neural Processing Letters, 1998
A Novel Penalty Function Approach to Constrained Optimization Problems with Genetic Algorithms.
JACIII, 1998
Introduction: Evolutionary Learning.
Appl. Intell., 1998
Time Series Prediction by Using Negatively Correlated Neural Networks.
Proceedings of the Simulated Evolution and Learning, 1998
Dynamic Control of Adaptive Parameters in Evolutionary Programming.
Proceedings of the Simulated Evolution and Learning, 1998
Application of Genetic Algorithm and kNearest Neighbour Method in Medical Fraud Detection.
Proceedings of the Simulated Evolution and Learning, 1998
Towards Designing Neural Network Ensembles by Evolution.
Proceedings of the Parallel Problem Solving from Nature, 1998
Scaling Up Evolutionary Programming Algorithms.
Proceedings of the Evolutionary Programming VII, 7th International Conference, 1998
Solving Cutting Stock Problems by Evolutionary Programming.
Proceedings of the Evolutionary Programming VII, 7th International Conference, 1998
An Experimental Investigation of SelfAdaptation in Evolutionary Programming.
Proceedings of the Evolutionary Programming VII, 7th International Conference, 1998
1997
A new evolutionary system for evolving artificial neural networks.
IEEE Trans. Neural Networks, 1997
Speciation as automatic categorical modularization.
IEEE Trans. Evolutionary Computation, 1997
An Analysis of Evolutionary Algorithms Based on Neighborhood and Step Sizes.
Proceedings of the Evolutionary Programming VI, 6th International Conference, 1997
Fast Evolution Strategies.
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
EPNet for Chaotic TimeSeries Prediction.
Proceedings of the Simulated Evolution and Learning, First AsiaPacific Conference, 1996
Every Niching Method has its Niche: Fitness Sharing and Implicit Sharing Compared.
Proceedings of the Parallel Problem Solving from Nature, 1996
Promises and Challenges of Evolvable Hardware.
Proceedings of the Evolvable Systems: From Biology to Hardware, 1996
Ensemble Structure of Evolutionary Artificial Neural Networks.
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996
Evolutionary Design of Artificial Neural Networks with Different Nodes.
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996
Automatic Modularization by Speciation.
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996
Fast Evolutionary Programming.
Evolutionary Programming, 1996
Evolving Artificial Neural Networks through Evolutionary Programming.
Evolutionary Programming, 1996
1995
A Note on Neural Sorting Networks with O(1) Time Complexity.
Inf. Process. Lett., 1995
Call Routing by Simulated Annealing.
IEA/AIE, 1995
1994
An Experimental Study of NPerson Iterated Prisoner's Dilemma Games.
Informatica (Slovenia), 1994
An Introduction to the Special Issue on Evolutionary Computation.
Informatica (Slovenia), 1994
An Experimental Study of NPerson Iterated Prisoner's Dilemma Games.
Proceedings of the Process in Evolutionary Computation, 1994
On Evolving Robust Strategies for Iterated Prisoner's Dilemma.
Proceedings of the Process in Evolutionary Computation, 1994
1993
An empirical study of genetic operators in genetic algorithms.
Microprocessing and Microprogramming, 1993
Evolutionary Artificial Neural Networks.
Int. J. Neural Syst., 1993
A review of evolutionary artificial neural networks.
Int. J. Intell. Syst., 1993
1992
Finding Approximate Solutions to NPHard Problems by Neural Networks is Hard.
Inf. Process. Lett., 1992