Ponnuthurai N. Suganthan

According to our database1, Ponnuthurai N. Suganthan authored at least 322 papers between 1994 and 2020.

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Awards

IEEE Fellow

IEEE Fellow 2015, "For contributions to optimization using evolutionary and swarm algorithms".

Timeline

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Bibliography

2020
Multi-objective optimal power flow solutions using a constraint handling technique of evolutionary algorithms.
Soft Comput., 2020

Heterogeneous oblique random forest.
Pattern Recognition, 2020

Oblique Decision Tree Ensemble via Twin Bounded SVM.
Expert Syst. Appl., 2020

2019
Meta-Heuristics for Bi-Objective Urban Traffic Light Scheduling Problems.
IEEE Trans. Intelligent Transportation Systems, 2019

Solving Traffic Signal Scheduling Problems in Heterogeneous Traffic Network by Using Meta-Heuristics.
IEEE Trans. Intelligent Transportation Systems, 2019

$I_{\rm SDE}$ + - An Indicator for Multi and Many-Objective Optimization.
IEEE Trans. Evolutionary Computation, 2019

Flexible Job-Shop Rescheduling for New Job Insertion by Using Discrete Jaya Algorithm.
IEEE Trans. Cybernetics, 2019

Ensemble strategies for population-based optimization algorithms - A survey.
Swarm Evol. Comput., 2019

Bio-inspired computation: Where we stand and what's next.
Swarm Evol. Comput., 2019

Comparison between MOEA/D and NSGA-III on a set of novel many and multi-objective benchmark problems with challenging difficulties.
Swarm Evol. Comput., 2019

Solving dynamic economic emission dispatch problem considering wind power by multi-objective differential evolution with ensemble of selection method.
Natural Computing, 2019

Bacterial foraging optimization algorithm in robotic cells with sequence-dependent setup times.
Knowl.-Based Syst., 2019

General twin support vector machine with pinball loss function.
Inf. Sci., 2019

Random Vector Functional Link Neural Network based Ensemble Deep Learning.
CoRR, 2019

Dynamic economic emission dispatch based on multi-objective pigeon-inspired optimization with double disturbance.
SCIENCE CHINA Information Sciences, 2019

Comprehensive evaluation of twin SVM based classifiers on UCI datasets.
Appl. Soft Comput., 2019

Stacked autoencoder based deep random vector functional link neural network for classification.
Appl. Soft Comput., 2019

Optimal reactive power dispatch with uncertainties in load demand and renewable energy sources adopting scenario-based approach.
Appl. Soft Comput., 2019

An efficient Differential Evolution algorithm for stochastic OPF based active-reactive power dispatch problem considering renewable generators.
Appl. Soft Comput., 2019

Classification of Stock Market Trends with Confidence-Based Selective Predictions.
Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

Evolutionary Computation for Theatre Hall Acoustics.
Proceedings of the Optimization in Industry, Present Practices and Future Scopes., 2019

2018
A survey on multi-objective evolutionary algorithms for the solution of the environmental/economic dispatch problems.
Swarm Evol. Comput., 2018

Population topologies for particle swarm optimization and differential evolution.
Swarm Evol. Comput., 2018

Ensemble of parameters in a sinusoidal differential evolution with niching-based population reduction.
Swarm Evol. Comput., 2018

Real-parameter unconstrained optimization based on enhanced fitness-adaptive differential evolution algorithm with novel mutation.
Soft Comput., 2018

High-quality face image generated with conditional boundary equilibrium generative adversarial networks.
Pattern Recognit. Lett., 2018

Ensemble incremental learning Random Vector Functional Link network for short-term electric load forecasting.
Knowl.-Based Syst., 2018

Ensemble of differential evolution variants.
Inf. Sci., 2018

An improved differential evolution algorithm using efficient adapted surrogate model for numerical optimization.
Inf. Sci., 2018

A balanced fuzzy Cultural Algorithm with a modified Levy flight search for real parameter optimization.
Inf. Sci., 2018

An improved class of real-coded Genetic Algorithms for numerical optimization.
Neurocomputing, 2018

Optimal power flow solutions using differential evolution algorithm integrated with effective constraint handling techniques.
Eng. Appl. Artif. Intell., 2018

A hybrid cuckoo search algorithm in parallel batch processing machines with unequal job ready times.
Comput. Ind. Eng., 2018

Preface special issue on non-iterative approaches in learning.
Appl. Soft Comput., 2018

Letter: On non-iterative learning algorithms with closed-form solution.
Appl. Soft Comput., 2018

An ensemble of decision trees with random vector functional link networks for multi-class classification.
Appl. Soft Comput., 2018

Ensemble Incremental Random Vector Functional Link Network for Short-term Crude Oil Price Forecasting.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Dropout and DropConnect based Ensemble of Random Vector Functional Link Neural Network.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Optimal Power Flow Solutions Using Algorithm Success History Based Adaptive Differential Evolution with Linear Population Reduction.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Enhancing Multi-Class Classification of Random Forest using Random Vector Functional Neural Network and Oblique Decision Surfaces.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Differential Evolution with Stochastic Selection for Uncertain Environments: A Smart Grid Application.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Distribution Network Reconfiguration Together with Distributed Generator and Shunt Capacitor Allocation for Loss Minimization.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
Visual Tracking With Convolutional Random Vector Functional Link Network.
IEEE Trans. Cybernetics, 2017

An Adaptive Multipopulation Differential Evolution With Dynamic Population Reduction.
IEEE Trans. Cybernetics, 2017

Computing with the collective intelligence of honey bees - A survey.
Swarm Evol. Comput., 2017

A hybrid artificial bee colony algorithm for the job-shop scheduling problem with no-wait constraint.
Soft Comput., 2017

Robust visual tracking via co-trained Kernelized correlation filters.
Pattern Recognition, 2017

Oblique random forest ensemble via Least Square Estimation for time series forecasting.
Inf. Sci., 2017

CADE: A hybridization of Cultural Algorithm and Differential Evolution for numerical optimization.
Inf. Sci., 2017

Iterated greedy algorithms for the blocking flowshop scheduling problem with makespan criterion.
Comput. Oper. Res., 2017

Benchmarking Ensemble Classifiers with Novel Co-Trained Kernal Ridge Regression and Random Vector Functional Link Ensembles [Research Frontier].
IEEE Comp. Int. Mag., 2017

Using variable reduction strategy to accelerate evolutionary optimization.
Appl. Soft Comput., 2017

Empirical Mode Decomposition based ensemble deep learning for load demand time series forecasting.
Appl. Soft Comput., 2017

Ensemble particle swarm optimizer.
Appl. Soft Comput., 2017

Minimizing harmonic distortion in power system with optimal design of hybrid active power filter using differential evolution.
Appl. Soft Comput., 2017

A multiobjective approach for optimal placement and sizing of distributed generators and capacitors in distribution network.
Appl. Soft Comput., 2017

Short-term wind power ramp forecasting with empirical mode decomposition based ensemble learning techniques.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

A heterogeneous ensemble of trees.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Optimal reconfiguration and distributed generator allocation in distribution network using an advanced adaptive differential evolution.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

An Ensemble of Kernel Ridge Regression for Multi-class Classification.
Proceedings of the International Conference on Computational Science, 2017

Short-term Electricity Price Forecasting with Empirical Mode Decomposition based Ensemble Kernel Machines.
Proceedings of the International Conference on Computational Science, 2017

Robust Visual Tracking Using Oblique Random Forests.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Optimal placement of wind turbines in a windfarm using L-SHADE algorithm.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Minimizing THD of multilevel inverters with optimal values of DC voltages and switching angles using LSHADE-EpSin algorithm.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

A novel differential crossover strategy based on covariance matrix learning with Euclidean neighborhood for solving real-world problems.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Ensemble sinusoidal differential covariance matrix adaptation with Euclidean neighborhood for solving CEC2017 benchmark problems.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
A Novel Empirical Mode Decomposition With Support Vector Regression for Wind Speed Forecasting.
IEEE Trans. Neural Netw. Learning Syst., 2016

Leveraged Neighborhood Restructuring in Cultural Algorithms for Solving Real-World Numerical Optimization Problems.
IEEE Trans. Evolutionary Computation, 2016

Ensemble and Arithmetic Recombination-Based Speciation Differential Evolution for Multimodal Optimization.
IEEE Trans. Cybernetics, 2016

Novel benchmark functions for continuous multimodal optimization with comparative results.
Swarm Evol. Comput., 2016

Recent advances in differential evolution - An updated survey.
Swarm Evol. Comput., 2016

Artificial bee colony algorithm for scheduling and rescheduling fuzzy flexible job shop problem with new job insertion.
Knowl.-Based Syst., 2016

A modified cultural algorithm with a balanced performance for the differential evolution frameworks.
Knowl.-Based Syst., 2016

Discrete harmony search algorithm for flexible job shop scheduling problem with multiple objectives.
J. Intelligent Manufacturing, 2016

A comprehensive evaluation of random vector functional link networks.
Inf. Sci., 2016

A survey of randomized algorithms for training neural networks.
Inf. Sci., 2016

Differential evolution with multi-population based ensemble of mutation strategies.
Inf. Sci., 2016

Random vector functional link network for short-term electricity load demand forecasting.
Inf. Sci., 2016

Economic emission dispatch problems with stochastic wind power using summation based multi-objective evolutionary algorithm.
Inf. Sci., 2016

A decremental stochastic fractal differential evolution for global numerical optimization.
Inf. Sci., 2016

A novel hybrid Cultural Algorithms framework with trajectory-based search for global numerical optimization.
Inf. Sci., 2016

An improved artificial bee colony algorithm for flexible job-shop scheduling problem with fuzzy processing time.
Expert Syst. Appl., 2016

Ensemble Classification and Regression-Recent Developments, Applications and Future Directions [Review Article].
IEEE Comp. Int. Mag., 2016

Optimization of Wind Turbine Rotor Diameters and Hub Heights in a Windfarm Using Differential Evolution Algorithm.
Proceedings of Sixth International Conference on Soft Computing for Problem Solving, 2016

Electricity load demand time series forecasting with Empirical Mode Decomposition based Random Vector Functional Link network.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

An ensemble of differential evolution algorithms with variable neighborhood search for constrained function optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Multi-objective optimization for shading devices in buildings by using evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Multi-objective harmony search algorithm for layout design in theatre hall acoustics.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

An ensemble sinusoidal parameter adaptation incorporated with L-SHADE for solving CEC2014 benchmark problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Differential evolution with stochastic fractal search algorithm for global numerical optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Oblique Decision Tree Ensemble via Multisurface Proximal Support Vector Machine.
IEEE Trans. Cybernetics, 2015

Heterogeneous comprehensive learning particle swarm optimization with enhanced exploration and exploitation.
Swarm Evol. Comput., 2015

Editorial for the special issue of Information Sciences Journal (ISJ) on "Nature-inspired algorithms for large scale global optimization".
Inf. Sci., 2015

Modeling of steelmaking process with effective machine learning techniques.
Expert Syst. Appl., 2015

A two-stage artificial bee colony algorithm scheduling flexible job-shop scheduling problem with new job insertion.
Expert Syst. Appl., 2015

Effective ensembles of heuristics for scheduling flexible job shop problem with new job insertion.
Comput. Ind. Eng., 2015

A variable reduction strategy for evolutionary algorithms handling equality constraints.
Appl. Soft Comput., 2015

Multi-population differential evolution with balanced ensemble of mutation strategies for large-scale global optimization.
Appl. Soft Comput., 2015

Computational intelligence in sports: Challenges and opportunities within a new research domain.
Appl. Math. Comput., 2015

Detecting Wind Power Ramp with Random Vector Functional Link (RVFL) Network.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Visual Tracking with Convolutional Neural Network.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Modified Artificial Bee Colony Algorithm with Comprehensive Learning Re-initialization Strategy.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Self-adaptive Ensemble Differential Evolution with Sampled Parameter Values for Unit Commitment.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2015

Cluster-Based Differential Evolution with Heterogeneous Influence for numerical optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Random Forests with ensemble of feature spaces.
Pattern Recognition, 2014

Solving the steelmaking casting problem using an effective fruit fly optimisation algorithm.
Knowl.-Based Syst., 2014

Achieving high robustness and performance in QoS-aware route planning for IPTV networks.
Inf. Sci., 2014

Pareto-based grouping discrete harmony search algorithm for multi-objective flexible job shop scheduling.
Inf. Sci., 2014

Analyzing convergence performance of evolutionary algorithms: A statistical approach.
Inf. Sci., 2014

Unit commitment - a survey and comparison of conventional and nature inspired algorithms.
IJBIC, 2014

Solving system-level synthesis problem by a multi-objective estimation of distribution algorithm.
Expert Syst. Appl., 2014

Bilevel Optimization Using Bacteria Foraging Optimization Algorithm.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2014

Differential Evolution with Two Subpopulations.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2014

Towards generating random forests via extremely randomized trees.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A Differential Evolution Framework with Ensemble of Parameters and Strategies and Pool of Local Search Algorithms.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

Empirical mode decomposition based adaboost-backpropagation neural network method for wind speed forecasting.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Ensemble Learning, 2014

Ensemble deep learning for regression and time series forecasting.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Ensemble Learning, 2014

Gaussian adaptation based parameter adaptation for differential evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Niching-based Self-adaptive Ensemble DE with MMTS for solving dynamic optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Evolutionary multiobjective optimization in dynamic environments: A set of novel benchmark functions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Cultural Algorithms applied to the evolution of robotic soccer team tactics: A novel perspective.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
A Distance-Based Locally Informed Particle Swarm Model for Multimodal Optimization.
IEEE Trans. Evolutionary Computation, 2013

Empirical investigations into the exponential crossover of differential evolutions.
Swarm Evol. Comput., 2013

Risk minimization in biometric sensor networks: an evolutionary multi-objective optimization approach.
Soft Comput., 2013

A variable iterated greedy algorithm with differential evolution for the no-idle permutation flowshop scheduling problem.
Comput. Oper. Res., 2013

Conference Report for 2013 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2013) [Conference Reports].
IEEE Comp. Int. Mag., 2013

Comprehensive learning particle swarm optimizer with guidance vector selection.
Proceedings of the 2013 IEEE Symposium on Swarm Intelligence, 2013

Migrating forager population in a multi-population Artificial Bee Colony algorithm with modified perturbation schemes.
Proceedings of the 2013 IEEE Symposium on Swarm Intelligence, 2013

A General Variable Neighborhood Search Algorithm for the No-Idle Permutation Flowshop Scheduling Problem.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

Improved Adaptive Differential Evolution Algorithm with External Archive.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

Load Information Based Priority Dependant Heuristic for Manpower Scheduling Problem in Remanufacturing.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

A Novel Improved Discrete ABC Algorithm for Manpower Scheduling Problem in Remanufacturing.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

Ensemble crowding differential evolution with neighborhood mutation for multimodal optimization.
Proceedings of the 2013 IEEE Symposium on Differential Evolution, 2013

Statistical analysis of convergence performance throughout the evolutionary search: A case study with SaDE-MMTS and Sa-EPSDE-MMTS.
Proceedings of the 2013 IEEE Symposium on Differential Evolution, 2013

Synchronizing Differential Evolution with a modified affinity-based mutation framework.
Proceedings of the 2013 IEEE Symposium on Differential Evolution, 2013

A Swarm Intelligence Approach to Flexible Job-Shop Scheduling Problem with No-Wait Constraint in Remanufacturing.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

Differential evolution: recent advances.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Crowding-based local differential evolution with speciation-based memory archive for dynamic multimodal optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Hybrid discrete harmony search algorithm for scheduling re-processing problem in remanufacturing.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

A hybrid ARIMA-DENFIS method for wind speed forecasting.
Proceedings of the FUZZ-IEEE 2013, 2013

An enhanced migrating birds optimization algorithm for no-wait flow shop scheduling problem.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Scheduling, 2013

Metaheuristic algorithms for the quadratic assignment problem.
Proceedings of the IEEE Symposium on Computational Intelligence In Production And Logistics Systems, 2013

Instance based random forest with rotated feature space.
Proceedings of the IEEE Symposium on Computational Intelligence and Ensemble Learning, 2013

K-nearest neighbor based bagging SVM pruning.
Proceedings of the IEEE Symposium on Computational Intelligence and Ensemble Learning, 2013

Adaptive Differential Evolution with Locality based Crossover for Dynamic Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Improved CMA-ES with Memory based Directed Individual Generation for Real Parameter Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
An Adaptive Differential Evolution Algorithm With Novel Mutation and Crossover Strategies for Global Numerical Optimization.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012

Decomposition-Based Multiobjective Evolutionary Algorithm With an Ensemble of Neighborhood Sizes.
IEEE Trans. Evolutionary Computation, 2012

Differential Evolution With Neighborhood Mutation for Multimodal Optimization.
IEEE Trans. Evolutionary Computation, 2012

Efficient constraint handling for optimal reactive power dispatch problems.
Swarm Evol. Comput., 2012

Niching particle swarm optimization with local search for multi-modal optimization.
Inf. Sci., 2012

A dynamic neighborhood learning based particle swarm optimizer for global numerical optimization.
Inf. Sci., 2012

A Differential Covariance Matrix Adaptation Evolutionary Algorithm for real parameter optimization.
Inf. Sci., 2012

Differential Evolution Algorithm: Recent Advances.
Proceedings of the Theory and Practice of Natural Computing, 2012

Ensemble of Clearing Differential Evolution for Multi-modal Optimization.
Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012

A Hybrid Discrete Differential Evolution Algorithm for Economic Lot Scheduling Problem with Time Variant Lot Sizing.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012

Discrete Harmony Search Algorithm for Dynamic FJSSP in Remanufacturing Engineering.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

A kernel-ensemble bagging support vector machine.
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

Pareto-based discrete harmony search algorithm for flexible job shop scheduling.
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

A Variable Iterated Greedy Algorithm with Differential Evolution for Solving No-Idle Flowshops.
Proceedings of the Swarm and Evolutionary Computation, 2012

Solving Fuzzy Job-Shop Scheduling Problem by a Hybrid PSO Algorithm.
Proceedings of the Swarm and Evolutionary Computation, 2012

Empirical comparison of bagging-based ensemble classifiers.
Proceedings of the 15th International Conference on Information Fusion, 2012

Comprehensive comparison of convergence performance of optimization algorithms based on nonparametric statistical tests.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Design of Fractional Order Controller for a servohydraulic positioning system with micro Artificial Bee Colony algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

An improved multi-objective optimization algorithm based on fuzzy dominance for risk minimization in biometric sensor network.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Dynamic Multi-Swarm Particle Swarm Optimization for Multi-objective optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Ensemble Differential Evolution with dynamic subpopulations and adaptive clearing for solving dynamic optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

A composite heuristic for the no-wait flow shop scheduling.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Guest Editorial Special Issue on Differential Evolution.
IEEE Trans. Evolutionary Computation, 2011

Differential Evolution: A Survey of the State-of-the-Art.
IEEE Trans. Evolutionary Computation, 2011

Multiobjective evolutionary algorithms: A survey of the state of the art.
Swarm Evol. Comput., 2011

Real-parameter evolutionary multimodal optimization - A survey of the state-of-the-art.
Swarm Evol. Comput., 2011

Self-adaptive differential evolution with multi-trajectory search for large-scale optimization.
Soft Comput., 2011

Multi-objective robust PID controller tuning using two lbests multi-objective particle swarm optimization.
Inf. Sci., 2011

A discrete artificial bee colony algorithm for the total flowtime minimization in permutation flow shops.
Inf. Sci., 2011

A discrete artificial bee colony algorithm for the lot-streaming flow shop scheduling problem.
Inf. Sci., 2011

Dynamic multi-swarm particle swarm optimizer with harmony search.
Expert Syst. Appl., 2011

A local-best harmony search algorithm with dynamic sub-harmony memories for lot-streaming flow shop scheduling problem.
Expert Syst. Appl., 2011

Constrained self-adaptive differential evolution based design of robust optimal fixed structure controller.
Eng. Appl. Artif. Intell., 2011

A differential evolution algorithm with self-adapting strategy and control parameters.
Comput. Oper. Res., 2011

Differential evolution algorithm with ensemble of parameters and mutation strategies.
Appl. Soft Comput., 2011

Design of Two Channel Quadrature Mirror Filter Bank: A Multi-Objective Approach.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

Synthesis and Design of Thinned Planar Concentric Circular Antenna Array - A Multi-objective Approach.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

Non-uniform Circular-Shaped Antenna Array Design and Synthesis - A Multi-Objective Approach.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

A differential evolution algorithm for the median cycle problem.
Proceedings of the 2011 IEEE Symposium on Differential Evolution, 2011

Constrained real parameter optimization with a gradient repair based Differential Evolution algorithm.
Proceedings of the 2011 IEEE Symposium on Differential Evolution, 2011

Multi-objective differential evolution based on the summation of normalized objectives and improved selection method.
Proceedings of the 2011 IEEE Symposium on Differential Evolution, 2011

Global supervision for compact Differential Evolution.
Proceedings of the 2011 IEEE Symposium on Differential Evolution, 2011

A differential covariance matrix adaptation evolutionary algorithm for global optimization.
Proceedings of the 2011 IEEE Symposium on Differential Evolution, 2011

Super-fit and population size reduction in compact Differential Evolution.
Proceedings of the 2011 IEEE Workshop on Memetic Computing, 2011

Memetic Fitness Euclidean-Distance Particle Swarm Optimization for Multi-modal Optimization.
Proceedings of the Bio-Inspired Computing and Applications, 2011

Modified differential evolution with local search algorithm for real world optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Ensemble differential evolution algorithm for CEC2011 problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Ensemble strategies in Compact Differential Evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Ensemble of Constraint Handling Techniques.
IEEE Trans. Evolutionary Computation, 2010

Identification and analysis of transcription factor family-specific features derived from DNA and protein information.
Pattern Recognit. Lett., 2010

Multi-objective differential evolution with diversity enhancement.
Journal of Zhejiang University - Science C, 2010

Ensemble of niching algorithms.
Inf. Sci., 2010

Multi-objective evolutionary algorithms based on the summation of normalized objectives and diversified selection.
Inf. Sci., 2010

Ensemble strategies with adaptive evolutionary programming.
Inf. Sci., 2010

A novel hybrid discrete differential evolution algorithm for blocking flow shop scheduling problems.
Comput. Oper. Res., 2010

An ensemble of discrete differential evolution algorithms for solving the generalized traveling salesman problem.
Appl. Math. Comput., 2010

A self-adaptive global best harmony search algorithm for continuous optimization problems.
Appl. Math. Comput., 2010

Self-adaptive Differential Evolution with Modified Multi-Trajectory Search for CEC'2010 Large Scale Optimization.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2010

Dynamic Grouping Crowding Differential Evolution with Ensemble of Parameters for Multi-modal Optimization.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2010

Constraint Handling in Transmission Network Expansion Planning.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2010

Differential Evolution Algorithm with Ensemble of Parameters and Mutation and Crossover Strategies.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2010

Synthesis of Difference Patterns for Monopulse Antenna Arrays - An Evolutionary Multi-objective Optimization Approach.
Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010

Multiobjective Particle Swarm optimizer with dynamic epsilon-dominance sorting.
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

Current position-based Fitness Euclidean-distance Ratio Particle Swarm Optimizer for multi-modal optimization.
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

Multi-objective robust PID controller tuning using multi-objective differential evolution.
Proceedings of the 11th International Conference on Control, 2010

Multi objective evolutionary programming to solve environmental economic dispatch problem.
Proceedings of the 11th International Conference on Control, 2010

A Novel Support Vector Machine Approach to High Entropy Data Fragment Classification.
Proceedings of the South African Information Security Multi-Conference, 2010

Dynamic multi-swarm particle swarm optimizer with sub-regional harmony search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

An ensemble of differential evolution algorithms for constrained function optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

A discrete artificial bee colony algorithm for the permutation flow shop scheduling problem with total flowtime criterion.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Artificial foraging weeds for global numerical optimization over continuous spaces.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Novel multimodal problems and differential evolution with ensemble of restricted tournament selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Constrained multi-objective optimization algorithm with diversity enhanced differential evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Solving lot-streaming flow shop scheduling problems using a discrete harmony search algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Differential evolution with ensemble of constraint handling techniques for solving CEC 2010 benchmark problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Achieving high robustness and performance in performing QoS-aware route planning for IPTV networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Integration of functional information of genes in fuzzy clustering of short time series gene expression data.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimization.
IEEE Trans. Evolutionary Computation, 2009

Identification of structurally conserved residues of proteins in absence of structural homologs using neural network ensemble.
Bioinformatics, 2009

Ensemble for Solving Quadratic Assignment Problems.
Proceedings of the First International Conference of Soft Computing and Pattern Recognition, 2009

Tutorial: Evolutionary programming with diversity enhancement and ensemble strategies.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2009

Diversity enhanced particle swarm optimizer for global optimization of multimodal problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Evolutionary programming with ensemble of explicit memories for dynamic optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Differential Evolution Algorithms for the Generalized Assignment problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

A differential evolution algorithm with variable parameter search for real-parameter continuous function optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Multi-objective evolutionary programming without non-domination sorting is up to twenty times faster.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

A Harmony Search Algorithm with Ensemble of Parameter Sets.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Diversity enhanced Adaptive Evolutionary Programming for solving single objective constrained problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Multi-objective optimization using self-adaptive differential evolution algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
MegaMotifBase: a database of structural motifs in protein families and superfamilies.
Nucleic Acids Research, 2008

Prediction of Transcription Factor Families Using DNA Sequence Features.
Proceedings of the Pattern Recognition in Bioinformatics, 2008

Dynamic multi-swarm particle swarm optimizer with local search for Large Scale Global Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Empirical comparison of niching methods on hybrid composition functions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Differential evolution and Evolutionary Programming for solving non-convex economic dispatch problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Upper bounds on Taillard's benchmark suite for the no-wait flowshop scheduling problem with makespan criterion.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Evaluation of novel adaptive evolutionary programming on four constraint handling techniques.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Empirical study on the effect of population size on Differential evolution Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
A machine learning approach for the identification of odorant binding proteins from sequence-derived properties.
BMC Bioinformatics, 2007

SMotif: a server for structural motifs in proteins.
Bioinformatics, 2007

A discrete particle swarm optimization algorithm for the generalized traveling salesman problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

A Discrete Differential Evolution Algorithm for the No-Wait Flowshop Scheduling Problem with Total Flowtime Criterion.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Scheduling, 2007

A Discrete Differential Evolution Algorithm for the Total Earliness and Tardiness Penalties with a Common Due Date on a Single-Machine.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Scheduling, 2007

Improved MOCLPSO algorithm for environmental/economic dispatch.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

A genetic algorithm for the generalized traveling salesman problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

A multi-layered solution for supporting isp traffic demand using genetic algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Multi-objective optimization based on self-adaptive differential evolution algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

LisBON: A framework for parallelisation and hybridisation of optimisation algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

A novel fuzzy and multiobjective evolutionary algorithm based gene assignment for clustering short time series expression data.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
Comprehensive learning particle swarm optimizer for global optimization of multimodal functions.
IEEE Trans. Evolutionary Computation, 2006

Generalized null space uncorrelated Fisher discriminant analysis for linear dimensionality reduction.
Pattern Recognition, 2006

Performance Evaluation of Multiagent Genetic Algorithm.
Natural Computing, 2006

An analysis of diversity measures.
Machine Learning, 2006

Comprehensive learning particle swarm optimizer for solving multiobjective optimization problems.
Int. J. Intell. Syst., 2006

Gene selection algorithms for microarray data based on least squares support vector machine.
BMC Bioinformatics, 2006

Adaptive Comprehensive Learning Particle Swarm Optimizer with History Learning.
Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006

Efficient Feature Extraction Based on Regularized Uncorrelated Chernoff Discriminant Analysis.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Personal Identification System based on Multiple Palmprint Features.
Proceedings of the Ninth International Conference on Control, 2006

Genetic Algorithm for Silhouette Matching.
Proceedings of the Ninth International Conference on Control, 2006

Feature Selection Approach for Quantitative Prediction of Transcriptional Activities.
Proceedings of the 2006 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2006

A Multi-Populated Differential Evolution Algorithm for Solving Constrained Optimization Problem.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Dynamic Multi-Swarm Particle Swarm Optimizer with a Novel Constraint-Handling Mechanism.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Self-adaptive Differential Evolution Algorithm for Constrained Real-Parameter Optimization.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Evolutionary extreme learning machine.
Pattern Recognition, 2005

Linear dimensionality reduction using relevance weighted LDA.
Pattern Recognition, 2005

Uncorrelated heteroscedastic LDA based on the weighted pairwise Chernoff criterion.
Pattern Recognition, 2005

Enhanced neural gas network for prototype-based clustering.
Pattern Recognition, 2005

Initialization insensitive LVQ algorithm based on cost-function adaptation.
Pattern Recognition, 2005

Novel composition test functions for numerical global optimization.
Proceedings of the 2005 IEEE Swarm Intelligence Symposium, 2005

Dynamic multi-swarm particle swarm optimizer.
Proceedings of the 2005 IEEE Swarm Intelligence Symposium, 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

Self-adaptive differential evolution algorithm for numerical optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Dynamic multi-swarm particle swarm optimizer with local search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Enhanced Direct Linear Discriminant Analysis for Feature Extraction on High Dimensional Data.
Proceedings of the Proceedings, 2005

2004
Robust growing neural gas algorithm with application in cluster analysis.
Neural Networks, 2004

An Accumulation Algorithm for Video Shot Boundary Detection.
Multimedia Tools Appl., 2004

A new generalized LVQ algorithm via harmonic to minimum distance measure transition.
Proceedings of the IEEE International Conference on Systems, 2004

Particle swarm optimization algorithms with novel learning strategies.
Proceedings of the IEEE International Conference on Systems, 2004

A Novel Kernel Prototype-Based Learning Algorithm.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Kernel Neural Gas Algorithms with Application to Cluster Analysis.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Nonlinear Feature Extraction Using Evolutionary Algorithm.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

Evaluation of Comprehensive Learning Particle Swarm Optimizer.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

Multiclass protein fold recognition using multiobjective evolutionary algorithms.
Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2004

Generalized LDA using relevance weighting and evolution strategy.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

A novel concurrent particle swarm optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

Concurrent PSO and FDR-PSO based reconfigurable phase-differentiated antenna array design.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003
Structural pattern recognition using genetic algorithms with specialized operators.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2003

Video shot motion characterization based on hierarchical overlapped growing neural gas networks.
Multimedia Syst., 2003

Boosting the HONG network.
Neurocomputing, 2003

Feature Analysis and Classification of Protein Secondary Structure Data.
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

2002
Shape indexing using self-organizing maps.
IEEE Trans. Neural Networks, 2002

Evaluation of genetic operators and solution representations for shape recognition by genetic algorithms.
Pattern Recognit. Lett., 2002

Structural pattern recognition using genetic algorithms.
Pattern Recognition, 2002

Neural Network Based Temporal Video Segmentation.
Int. J. Neural Syst., 2002

2001
Pattern classification using multiple hierarchical overlapped self-organising maps.
Pattern Recognition, 2001

Shapesom.
Proceedings of the Advances in Self-Organising Maps, 2001

Evaluation of Distance Measures for Partial Image Retrieval Using Self-Organizing Map.
Proceedings of the Artificial Neural Networks, 2001

Video Sequence Boundary Detection Using Neural Gas Networks.
Proceedings of the Artificial Neural Networks, 2001

2000
Hierarchical overlapped neural gas network with application to pattern classification.
Neurocomputing, 2000

On the Performance of the HONG Network for Pattern Classification.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999
Hopfield network with constraint parameter adaptation for overlapped shape recognition.
IEEE Trans. Neural Networks, 1999

Hierarchical overlapped SOM's for pattern classification.
IEEE Trans. Neural Networks, 1999

Solving jigsaw puzzles using Hopfield neural networks.
Proceedings of the International Joint Conference Neural Networks, 1999

Combining multiple HONG networks for recognizing unconstrained handwritten numerals.
Proceedings of the International Joint Conference Neural Networks, 1999

Combining Classifiers based on Confidence Values.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

1998
Optimal encoding of graph homomorphism energy using fuzzy information aggregation operators.
Pattern Recognition, 1998

Recognition of handprinted Chinese characters by constrained graph matching.
Image Vis. Comput., 1998

Pattern Classification Using Multiple SOMs.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998

1997
Optimal mapping of graph homomorphism onto self organising Hopfield network.
Image Vis. Comput., 1997

Structure Adaptive Multilayer SOM with Partial Supervision for Numeral Recognition.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

1996
Handwritten Chinese character recognition by ARG matching using self-organising Hopfield neural network.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1995
Pattern recognition by graph matching using the Potts MFT neural networks.
Pattern Recognition, 1995

Self-organizing Hopfield network for attributed relational graph matching.
Image Vis. Comput., 1995

Pattern recognition by homomorphic graph matching using Hopfield neural networks.
Image Vis. Comput., 1995

Fuzzy connectives based optimal mapping of homomorphic ARG matching onto self-organising Hopfield network.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Learning critical temperature for homomorphic ARG matching by self-organising Hopfield network.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1994
On Attributed Relational Graph Matching Using Hopfield Network.
Proceedings of the Eleventh European Conference on Artificial Intelligence, 1994


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