Yew-Soon Ong

According to our database1, Yew-Soon Ong authored at least 242 papers between 2002 and 2018.

Collaborative distances :

Awards

IEEE Fellow

IEEE Fellow 2018, "For contributions to memetic computation and applications".

Timeline

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In proceedings 
Article 
PhD thesis 
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Homepages:

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Bibliography

2018
A New Decomposition-Based NSGA-II for Many-Objective Optimization.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2018

Insights on Transfer Optimization: Because Experience is the Best Teacher.
IEEE Trans. Emerging Topics in Comput. Intellig., 2018

Objective Reduction in Many-Objective Optimization: Evolutionary Multiobjective Approaches and Comprehensive Analysis.
IEEE Trans. Evolutionary Computation, 2018

Evolutionary Multi-task Learning for Modular Knowledge Representation in Neural Networks.
Neural Processing Letters, 2018

Addressing expensive multi-objective games with postponed preference articulation via memetic co-evolution.
Knowl.-Based Syst., 2018

Remarks on multi-output Gaussian process regression.
Knowl.-Based Syst., 2018

Cope with diverse data structures in multi-fidelity modeling: A Gaussian process method.
Eng. Appl. of AI, 2018

When Gaussian Process Meets Big Data: A Review of Scalable GPs.
CoRR, 2018

Generalized Robust Bayesian Committee Machine for Large-scale Gaussian Process Regression.
CoRR, 2018

CIS Publication Spotlight [Publication Spotlight].
IEEE Comp. Int. Mag., 2018

CIS Publication Spotlight [Publication Spotlight].
IEEE Comp. Int. Mag., 2018

CIS Publication Spotlight [Publication Spotlight].
IEEE Comp. Int. Mag., 2018

Computational intelligence in optical remote sensing image processing.
Appl. Soft Comput., 2018

Discrete Network Embedding.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Deep Discrete Prototype Multilabel Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Generalized Robust Bayesian Committee Machine for Large-scale Gaussian Process Regression.
Proceedings of the 35th International Conference on Machine Learning, 2018

Context-based and Explainable Decision Making with Argumentation.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Compact Multi-Label Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Editorial IEEE Transactions on Emerging Topics in Computational Intelligence.
IEEE Trans. Emerging Topics in Comput. Intellig., 2017

Structured Memetic Automation for Online Human-Like Social Behavior Learning.
IEEE Trans. Evolutionary Computation, 2017

An Evolutionary Transfer Reinforcement Learning Framework for Multiagent Systems.
IEEE Trans. Evolutionary Computation, 2017

Autoencoding Evolutionary Search With Learning Across Heterogeneous Problems.
IEEE Trans. Evolutionary Computation, 2017

Multiobjective Multifactorial Optimization in Evolutionary Multitasking.
IEEE Trans. Cybernetics, 2017

Co-evolutionary multi-task learning with predictive recurrence for multi-step chaotic time series prediction.
Neurocomputing, 2017

A generic framework for multi-criteria decision support in eco-friendly urban logistics systems.
Expert Syst. Appl., 2017

Coevolutionary multitasking for concurrent global optimization: With case studies in complex engineering design.
Eng. Appl. of AI, 2017

Addressing Expensive Multi-objective Games with Postponed Preference Articulation via Memetic Co-evolution.
CoRR, 2017

Evolutionary Multitasking for Multiobjective Continuous Optimization: Benchmark Problems, Performance Metrics and Baseline Results.
CoRR, 2017

MIML-FCN+: Multi-instance Multi-label Learning via Fully Convolutional Networks with Privileged Information.
CoRR, 2017

Evolutionary Multitasking for Single-objective Continuous Optimization: Benchmark Problems, Performance Metric, and Baseline Results.
CoRR, 2017

Co-evolutionary multi-task learning for dynamic time series prediction.
CoRR, 2017

Gene Expression Programming: A Survey [Review Article].
IEEE Comp. Int. Mag., 2017

Knowledge Transfer Through Machine Learning in Aircraft Design.
IEEE Comp. Int. Mag., 2017

CIS Publication Spotlight [Publication Spotlight].
IEEE Comp. Int. Mag., 2017

CIS Publication Spotlight [Publication Spotlight].
IEEE Comp. Int. Mag., 2017

CIS Publication Spotlight [Publication Spotlight].
IEEE Comp. Int. Mag., 2017

An adaptive sampling approach for Kriging metamodeling by maximizing expected prediction error.
Computers & Chemical Engineering, 2017

Source-Target Similarity Modelings for Multi-Source Transfer Gaussian Process Regression.
Proceedings of the 34th International Conference on Machine Learning, 2017

MIML-FCN+: Multi-Instance Multi-Label Learning via Fully Convolutional Networks with Privileged Information.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Solving dynamic vehicle routing problem via evolutionary search with learning capability.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Linearized domain adaptation in evolutionary multitasking.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

On the Emerging Notion of Evolutionary Multitasking: A Computational Analog of Cognitive Multitasking.
Proceedings of the Recent Advances in Evolutionary Multi-objective Optimization, 2017

2016
Solving the Dynamic Vehicle Routing Problem Under Traffic Congestion.
IEEE Trans. Intelligent Transportation Systems, 2016

Self-Learning Gene Expression Programming.
IEEE Trans. Evolutionary Computation, 2016

Multifactorial Evolution: Toward Evolutionary Multitasking.
IEEE Trans. Evolutionary Computation, 2016

Memetic Music Composition.
IEEE Trans. Evolutionary Computation, 2016

Specialization of a UCT-Based General Game Playing Program to Single-Player Games.
IEEE Trans. Comput. Intellig. and AI in Games, 2016

Soft computing in remote sensing image processing.
Soft Comput., 2016

Conceptual modeling of evolvable local searches in memetic algorithms using linear genetic programming: a case study on capacitated vehicle routing problem.
Soft Comput., 2016

Making Trillion Correlations Feasible in Feature Grouping and Selection.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

A Fast Reduced Kernel Extreme Learning Machine.
Neural Networks, 2016

Editorial.
Memetic Computing, 2016

Learning word dependencies in text by means of a deep recurrent belief network.
Knowl.-Based Syst., 2016

GP made faster with semantic surrogate modelling.
Inf. Sci., 2016

Online sequential reduced kernel extreme learning machine.
Neurocomputing, 2016

Towards a new Praxis in optinformatics targeting knowledge re-use in evolutionary computation: simultaneous problem learning and optimization.
Evolutionary Intelligence, 2016

Genetic Transfer or Population Diversification? Deciphering the Secret Ingredients of Evolutionary Multitask Optimization.
CoRR, 2016

Adaptive Subgradient Methods for Online AUC Maximization.
CoRR, 2016

Evolutionary Multitasking: A Computer Science View of Cognitive Multitasking.
Cognitive Computation, 2016

Dynamic conditional value-at-risk model for routing and scheduling of hazardous material transportation networks.
Annals OR, 2016

Three-Dimensional Vehicle Routing Problem for Urban Last Mile Logistics: Problem Formulation and Computational Analysis.
Proceedings of the UKSim-AMSS 18th International Conference on Computer Modelling and Simulation, 2016

Evolutionary multitasking in combinatorial search spaces: A case study in capacitated vehicle routing problem.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Concurrently searching branches in software tests generation through multitask evolution.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Genetic transfer or population diversification? Deciphering the secret ingredients of evolutionary multitask optimization.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Preface KSE 2016.
Proceedings of the 2016 Eighth International Conference on Knowledge and Systems Engineering, 2016

Semi-supervised auto-encoder based on manifold learning.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Creating human-like non-player game characters using a Memetic Multi-Agent System.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

A conceptual modeling of flocking-regulated multi-agent reinforcement learning.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Evolutionary Multi-task Learning for Modular Training of Feedforward Neural Networks.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

A preliminary study on distance selection in probabilistic memetic framework for capacitated arc routing problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Towards adaptive weight vectors for multiobjective evolutionary algorithm based on decomposition.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Adaptive indicator-based evolutionary algorithm for multiobjective optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Application of route flexibility in data-starved vehicle routing problem with time windows.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Pareto rank learning for multi-objective bi-level optimization: A study in composites manufacturing.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Landscape synergy in evolutionary multitasking.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Evolutionary multitasking across single and multi-objective formulations for improved problem solving.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

A Memetic Multi-Agent Demonstration Learning Approach with Behavior Prediction.
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

The Boon of Gene-Culture Interaction for Effective Evolutionary Multitasking.
Proceedings of the Artificial Life and Computational Intelligence, 2016

2015
Meme representations for game agents.
World Wide Web, 2015

City Vehicle Routing Problem (City VRP): A Review.
IEEE Trans. Intelligent Transportation Systems, 2015

Memetic Search With Interdomain Learning: A Realization Between CVRP and CARP.
IEEE Trans. Evolutionary Computation, 2015

A Simple and Fast Hypervolume Indicator-Based Multiobjective Evolutionary Algorithm.
IEEE Trans. Cybernetics, 2015

Deep transfer learning for classification of time-delayed Gaussian networks.
Signal Processing, 2015

Editorial.
Memetic Computing, 2015

Editorial.
Memetic Computing, 2015

Editorial.
Memetic Computing, 2015

Memes as building blocks: a case study on evolutionary optimization + transfer learning for routing problems.
Memetic Computing, 2015

Surrogate Genetic Programming: A semantic aware evolutionary search.
Inf. Sci., 2015

Adaptive and scalable load balancing for metadata server cluster in cloud-scale file systems.
Frontiers Comput. Sci., 2015

Towards Evolutionary Multitasking: A New Paradigm.
Proceedings of the Sixth International Symposium on Information and Communication Technology, 2015

Offline time-sensitive travel time estimation in an urban road network.
Proceedings of the 2015 IEEE International Conference on Industrial Engineering and Engineering Management, 2015

A data-driven approach for online adaptation of game difficulty.
Proceedings of the 2015 IEEE Conference on Computational Intelligence and Games, 2015

Solving multi-vehicle profitable tour problem via knowledge adoption in evolutionary bi-level programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

An evolutionary algorithm with adaptive scalarization for multiobjective bilevel programs.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

An Adaptive Gradient Method for Online AUC Maximization.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Consistencies and Contradictions of Performance Metrics in Multiobjective Optimization.
IEEE Trans. Cybernetics, 2014

Editorial.
Memetic Computing, 2014

Editorial.
Memetic Computing, 2014

Editorial.
Memetic Computing, 2014

Multiobjective optimization based on reputation.
Inf. Sci., 2014

The Emerging ?Big Dimensionality?
IEEE Comp. Int. Mag., 2014

An integrated intelligent technique for monthly rainfall time series prediction.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Transformation of input space using statistical moments: EA-based approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

A pheromone-based traffic management model for vehicle re-routing and traffic light control.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013
Transfer Ordinal Label Learning.
IEEE Trans. Neural Netw. Learning Syst., 2013

Combating Negative Transfer From Predictive Distribution Differences.
IEEE Trans. Cybernetics, 2013

Extreme learning machine terrain-based navigation for unmanned aerial vehicles.
Neural Computing and Applications, 2013

Editorial.
Memetic Computing, 2013

Editorial.
Memetic Computing, 2013

Editorial.
Memetic Computing, 2013

Extreme Learning Machines.
IEEE Intelligent Systems, 2013

Evolution by Adapting Surrogates.
Evolutionary Computation, 2013

Discovering Unique, Low-Energy Transition States Using Evolutionary Molecular Memetic Computing.
IEEE Comp. Int. Mag., 2013

An Agent-Based Simulation to Quantify and Analyze Bullwhip Effects in Supply Chains.
Proceedings of the IEEE International Conference on Systems, 2013

A Review of Complex Systems Technologies for Supply Chain Risk Management.
Proceedings of the IEEE International Conference on Systems, 2013

Agent-Based Modeling and Simulation for Supply Chain Risk Management - A Survey of the State-of-the-Art.
Proceedings of the IEEE International Conference on Systems, 2013

Near-optimal packet allocation algorithm for content uploading to media cloud via collaborative wireless network.
Proceedings of the International Conference on Computing, Networking and Communications, 2013

Multi-game playing - A challenge for computational intelligence.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Human-like Intelligence, 2013

Multi-agent multi-issue negotiations with incomplete information: A Genetic Algorithm based on discrete surrogate approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

A study on like-attracts-like versus elitist selection criterion for human-like social behavior of memetic mulitagent systems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

An evolutionary model for constructing robust trust networks.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012
A Conceptual Modeling of Meme Complexes in Stochastic Search.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2012

Transductive Ordinal Regression.
IEEE Trans. Neural Netw. Learning Syst., 2012

Erratum to "QuickVina: Accelerating AutoDock Vina Using Gradient-Based Heuristics for Global Optimization".
IEEE/ACM Trans. Comput. Biology Bioinform., 2012

QuickVina: Accelerating AutoDock Vina Using Gradient-Based Heuristics for Global Optimization.
IEEE/ACM Trans. Comput. Biology Bioinform., 2012

Editorial.
Memetic Computing, 2012

Ockham's Razor in memetic computing: Three stage optimal memetic exploration.
Inf. Sci., 2012

A self-adaptive memeplexes robust search scheme for solving stochastic demands vehicle routing problem.
Int. J. Systems Science, 2012

Meme as Building Block for Evolutionary Optimization of Problem Instances
CoRR, 2012

A tree-structured covalent-bond-driven molecular memetic algorithm for optimization of ring-deficient molecules.
Computers & Mathematics with Applications, 2012

A Unified Framework for Symbiosis of Evolutionary Mechanisms with Application to Water Clusters Potential Model Design.
IEEE Comp. Int. Mag., 2012

FAME, Soft Flock Formation Control for Collective Behavior Studies and Rapid Games Development.
Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012

Discovering Support and Affiliated Features from Very High Dimensions.
Proceedings of the 29th International Conference on Machine Learning, 2012

Learning Target Predictive Function without Target Labels.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

An improved CUDA-based implementation of differential evolution on GPU.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Experiences on memetic computation for locating transition states in biochemical applications.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Maximum margin clustering on evolutionary data.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Pareto Rank Learning in Multi-objective Evolutionary Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Multi co-objective evolutionary optimization: Cross surrogate augmentation for computationally expensive problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Autonomous flock brush for non-photorealistic rendering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

An evolutionary search paradigm that learns with past experiences.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Virtual characters in agent-augmented co-space (demonstration).
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

A multiagent evolutionary framework based on trust for multiobjective optimization.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011
Guest Editorial.
IEEE Trans. Evolutionary Computation, 2011

A Multi-Facet Survey on Memetic Computation.
IEEE Trans. Evolutionary Computation, 2011

Toward an Evolutionary Computing Modeling Language.
IEEE Trans. Evolutionary Computation, 2011

Exploratory analysis of cell-based screening data for phenotype identification in drug-siRNA study.
I. J. Computational Biology and Drug Design, 2011

A hybrid agent architecture integrating desire, intention and reinforcement learning.
Expert Syst. Appl., 2011

Transductive Ordinal Regression
CoRR, 2011

Neural meta-memes framework for managing search algorithms in combinatorial optimization.
Proceedings of the 2011 IEEE Workshop on Memetic Computing, 2011

RELIEF-C: Efficient Feature Selection for Clustering over Noisy Data.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

Multiobjective optimization by decomposition with Pareto-adaptive weight vectors.
Proceedings of the Seventh International Conference on Natural Computation, 2011

Healing Sample Selection Bias by Source Classifier Selection.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Classification-assisted memetic algorithms for solving optimization problems with restricted equality constraint function mapping.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

A surrogate-assisted memetic co-evolutionary algorithm for expensive constrained optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Towards human-like social multi-agents with memetic automaton.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Asymmetric Pareto-adaptive Scheme for Multiobjective Optimization.
Proceedings of the AI 2011: Advances in Artificial Intelligence, 2011

2010
Discovering Unique, Low-Energy Pure Water Isomers: Memetic Exploration, Optimization, and Landscape Analysis.
IEEE Trans. Evolutionary Computation, 2010

Generalizing Surrogate-Assisted Evolutionary Computation.
IEEE Trans. Evolutionary Computation, 2010

Feasibility Structure Modeling: An Effective Chaperone for Constrained Memetic Algorithms.
IEEE Trans. Evolutionary Computation, 2010

Identification of Full and Partial Class Relevant Genes.
IEEE/ACM Trans. Comput. Biology Bioinform., 2010

A self-organizing neural architecture integrating desire, intention and reinforcement learning.
Neurocomputing, 2010

An investigation on noise-induced features in robust evolutionary multi-objective optimization.
Expert Syst. Appl., 2010

Memetic Computation - Past, Present & Future [Research Frontier].
IEEE Comp. Int. Mag., 2010

Neural Meta-Memes Framework for Combinatorial Optimization.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2010

Predictive Distribution Matching SVM for Multi-domain Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Autonomous Multi-agents in Flexible Flock Formation.
Proceedings of the Motion in Games - Third International Conference, 2010

Youth Olympic Village Co-space.
Proceedings of the 2010 International Conference on CyberWorlds, 2010

Classifier-assisted constrained evolutionary optimization for automated geometry selection of orthodontic retraction spring.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Towards probabilistic memetic algorithm: An initial study on capacitated arc routing problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
A Probabilistic Memetic Framework.
IEEE Trans. Evolutionary Computation, 2009

Special issue on emerging trends in soft computing: memetic algorithms.
Soft Comput., 2009

A proposition on memes and meta-memes in computing for higher-order learning.
Memetic Computing, 2009

Editorial.
Memetic Computing, 2009

Editorial to the first issue.
Memetic Computing, 2009

Lamarckian memetic algorithms: local optimum and connectivity structure analysis.
Memetic Computing, 2009

Adaptive Cellular Memetic Algorithms.
Evolutionary Computation, 2009

Valley-Adaptive Clearing Scheme for Multimodal Optimization Evolutionary Search.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Finding multiple first order saddle points using a valley adaptive clearing genetic algorithm.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation, 2009

Classification-Assisted Memetic Algorithms for Equality-Constrained Optimization Problems.
Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

2008
A BDI Assignment Protocol With New Cooperative-Concession Strategies.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2008

Hybrid ant colony algorithms for path planning in sparse graphs.
Soft Comput., 2008

A fast pruned-extreme learning machine for classification problem.
Neurocomputing, 2008

Hybrid evolutionary algorithm with Hermite radial basis function interpolants for computationally expensive adjoint solvers.
Comp. Opt. and Appl., 2008

Using classification for constrained memetic algorithm: A new paradigm.
Proceedings of the IEEE International Conference on Systems, 2008

Extreme learning machine for multi-categories classification applications.
Proceedings of the International Joint Conference on Neural Networks, 2008

Evolutionary Optimization with Dynamic Fidelity Computational Models.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008

A Frequent Pattern Mining Algorithm for Understanding Genetic Algorithms.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008

A Multi-Objective Memetic Algorithm Based Clustering Method.
Proceedings of the 2008 International Conference on Artificial Intelligence, 2008

Non-genetic transmission of memes by diffusion.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Optinformatics for schema analysis of binary genetic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Automatic configuration of metaheuristic algorithms for complex combinatorial optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Memetic Gradient Search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

A study on constrained MA using GA and SQP: Analytical vs. finite-difference gradients.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

An investigation on evolutionary gradient search for multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 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

Evolvable Fuzzy Scheduling Scheme for Multiple-ChannelPacket Switching Network.
Proceedings of the Evolutionary Scheduling, 2007

Wrapper-Filter Feature Selection Algorithm Using a Memetic Framework.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2007

Combining Global and Local Surrogate Models to Accelerate Evolutionary Optimization.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2007

Special Issue on Memetic Algorithms.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2007

An Adaptive Multimeme Algorithm for Designing HIV Multidrug Therapies.
IEEE/ACM Trans. Comput. Biology Bioinform., 2007

Memetic algorithm using multi-surrogates for computationally expensive optimization problems.
Soft Comput., 2007

Diversity-adaptive parallel memetic algorithm for solving large scale combinatorial optimization problems.
Soft Comput., 2007

Markov blanket-embedded genetic algorithm for gene selection.
Pattern Recognition, 2007

Efficient Hierarchical Parallel Genetic Algorithms using Grid computing.
Future Generation Comp. Syst., 2007

Memetic Algorithms for Feature Selection on Microarray Data.
Proceedings of the Advances in Neural Networks, 2007

A study on metamodeling techniques, ensembles, and multi-surrogates in evolutionary computation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Playing in the Objective Space: Coupled Approximators for Multi-Objective Optimization.
Proceedings of the IEEE Symposium on Computational Intelligence in Multicriteria Decision Making, 2007

Hierarchical model parallel memetic algorithm in heterogeneous computing environment.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

A study on the design issues of Memetic Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Noise-induced features in robust multi-objective optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Grid-based PSE for Engineering of Materials (GPEM).
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007

2006
Classification of adaptive memetic algorithms: a comparative study.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2006

A context switchable fuzzy inference chip.
IEEE Trans. Fuzzy Systems, 2006

Max-min surrogate-assisted evolutionary algorithm for robust design.
IEEE Trans. Evolutionary Computation, 2006

A new machine learning paradigm for terrain reconstruction.
IEEE Geosci. Remote Sensing Lett., 2006

Editorial to special issue on evolutionary computation in dynamic and uncertain environments.
Genetic Programming and Evolvable Machines, 2006

Inverse multi-objective robust evolutionary design.
Genetic Programming and Evolvable Machines, 2006

Extreme Learning Machine for Predicting HLA-Peptide Binding.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Computational Capabilities of Soft-Computing Frameworks: An Overview.
Proceedings of the Ninth International Conference on Control, 2006

A GA-ACO-local search hybrid algorithm for solving quadratic assignment problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Adaptation for parallel memetic algorithm based on population entropy.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Curse and Blessing of Uncertainty in Evolutionary Algorithm Using Approximation.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Trusted Evolutionary Algorithm.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Analysis of Jobs in a Multi-Organizational Grid Test-bed.
Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006

2005
A Multi-cluster Grid Enabled Evolution Framework for Aerodynamic Airfoil Design Optimization.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

Solving large scale combinatorial optimization using PMA-SLS.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Inverse multi-objective robust evolutionary design optimization in the presence of uncertainty.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Grid Enabled Optimization.
Proceedings of the Advances in Grid Computing, 2005

Reservoir Characterization Using Support Vector Machines.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

A study on polynomial regression and Gaussian process global surrogate model in hierarchical surrogate-assisted evolutionary algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Design and implementation of an efficient multi-cluster GridRPC system.
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005

2004
Meta-Lamarckian learning in memetic algorithms.
IEEE Trans. Evolutionary Computation, 2004

Using Memetic Algorithms for Fuzzy Modelling.
Austr. J. Intelligent Information Processing Systems, 2004

GAD Kit - A Toolkit for "Gridifying" Applications.
Proceedings of the Parallel and Distributed Computing: Applications and Technologies, 2004

Study of migration topology in island model parallel hybrid-GA for large scale quadratic assignment problems.
Proceedings of the 8th International Conference on Control, 2004

A service-oriented approach for aerodynamic shape optimisation across institutional boundaries.
Proceedings of the 8th International Conference on Control, 2004

Hierarchical surrogate-assisted evolutionary optimization framework.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

Whole-Genome Functional Classification of Genes by Latent Semantic Analysis on Microarray Data.
Proceedings of the Second Asia-Pacific Bioinformatics Conference (APBC 2004), 2004

2003
Handwritten Chinese character recognition using kernel active handwriting model.
Proceedings of the IEEE International Conference on Systems, 2003

"Gridifying" Aerodynamic Design Problem Using GridRPC.
Proceedings of the Grid and Cooperative Computing, Second International Workshop, 2003

2002
Artificial intelligence technologies in complex engineering design.
PhD thesis, 2002


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