Kalyanmoy Deb
According to our database^{1},
Kalyanmoy Deb
authored at least 445 papers
between 1989 and 2019.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2012, "For contributions to evolutionary multicriterion optimization techniques".
Timeline
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at orcid.org
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Bibliography
2019
Multiphase Balance of Diversity and Convergence in Multiobjective Optimization.
IEEE Trans. Evolutionary Computation, 2019
A Taxonomy for Metamodeling Frameworks for Evolutionary Multiobjective Optimization.
IEEE Trans. Evolutionary Computation, 2019
An Efficient Nondominated Sorting Algorithm for Large Number of Fronts.
IEEE Trans. Cybernetics, 2019
Using KarushKuhnTucker proximity measure for solving bilevel optimization problems.
Swarm and Evolutionary Computation, 2019
Comparison between MOEA/D and NSGAIII on a set of novel many and multiobjective benchmark problems with challenging difficulties.
Swarm and Evolutionary Computation, 2019
Push and pull search for solving constrained multiobjective optimization problems.
Swarm and Evolutionary Computation, 2019
CHIP: Constraint Handling with Individual Penalty approach using a hybrid evolutionary algorithm.
Neural Computing and Applications, 2019
A survey of evolutionary algorithms using metameric representations.
Genetic Programming and Evolvable Machines, 2019
Using semiindependent variables to enhance optimization search.
Expert Syst. Appl., 2019
Crop yield simulation optimization using precision irrigation and subsurface water retention technology.
Environmental Modelling and Software, 2019
Does Preference Always Help? A Holistic Study on PreferenceBased Evolutionary MultiObjective Optimisation Using Reference Points.
CoRR, 2019
Explicit Control of Implicit Parallelism in DecompositionBased Evolutionary ManyObjective Optimization Algorithms [Research Frontier].
IEEE Comp. Int. Mag., 2019
A parametric investigation of PBI and AASF scalarizations.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Optimisation of crop configuration using NSGAIII with categorical genetic operators.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
NSGANet: neural architecture search using multiobjective genetic algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
TrustRegion Based Multiobjective Optimization for Low Budget Scenarios.
Proceedings of the Evolutionary MultiCriterion Optimization, 2019
Simulation Optimization of Water Usage and Crop Yield Using Precision Irrigation.
Proceedings of the Evolutionary MultiCriterion Optimization, 2019
Generating Uniformly Distributed Points on a Unit Simplex for Evolutionary ManyObjective Optimization.
Proceedings of the Evolutionary MultiCriterion Optimization, 2019
Investigating the Normalization Procedure of NSGAIII.
Proceedings of the Evolutionary MultiCriterion Optimization, 2019
A Knowledge Discovery of Relationships among Dataset Entities Using Optimum Hierarchical Clustering by DE Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
A Novel ParetoVIKOR Index for Ranking Scientists' Publication Impacts: A Case Study on Evolutionary Computation Researchers.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications.
IEEE Trans. Evolutionary Computation, 2018
Guest Editorial Special Issue on SearchBased Software Engineering.
IEEE Trans. Evolutionary Computation, 2018
Adaptively Allocating Search Effort in Challenging ManyObjective Optimization Problems.
IEEE Trans. Evolutionary Computation, 2018
RMetric: Evaluating the Performance of PreferenceBased Evolutionary Multiobjective Optimization Using Reference Points.
IEEE Trans. Evolutionary Computation, 2018
Handling Multiple Scenarios in Evolutionary Multiobjective Numerical Optimization.
IEEE Trans. Evolutionary Computation, 2018
A Novel Class of Test Problems for Performance Evaluation of Niching Methods.
IEEE Trans. Evolutionary Computation, 2018
Opposition based learning: A literature review.
Swarm and Evolutionary Computation, 2018
3DRadVis Antenna: Visualization and performance measure for manyobjective optimization.
Swarm and Evolutionary Computation, 2018
Late parallelization and feedback approaches for distributed computation of evolutionary multiobjective optimization algorithms.
Neural Computing and Applications, 2018
Reference point based evolutionary multiobjective optimization with dynamic resampling for production systems improvement.
J. Systems and IT, 2018
Evaluation of the migrated solutions for distributing reference pointbased multiobjective optimization algorithms.
Inf. Sci., 2018
Distributed approaches for referencepointbased multiobjective hybrid problems.
Inf. Sci., 2018
Guest Editorial for the 8^{th} Symposium on Search Based Software Engineering Special Section.
Information & Software Technology, 2018
Improving the performance of genetic algorithms for landuse allocation problems.
International Journal of Geographical Information Science, 2018
NSGANET: A MultiObjective Genetic Algorithm for Neural Architecture Search.
CoRR, 2018
Modeling and Multiobjective Optimization of a Kind of Teaching Manipulator.
CoRR, 2018
Reference Point Based NSGAIII for Preferred Solutions.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
A Topologically Consistent Visualization of High Dimensional Paretofront for MultiCriteria Decision Making.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Evolving and Comparing Greenhouse Control Strategies using ModelBased MultiObjective Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Enhanced Correlation Matrix Based Visualization for Multi and Manyobjective optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Switching Between Metamodeling Frameworks for Efficient MultiObjective Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Design of an Adaptive PushRepel Operator for Enhancing Convergence in Genetic Algorithms.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Tutorials at PPSN 2018.
Proceedings of the Parallel Problem Solving from Nature  PPSN XV, 2018
Visualization of the boundary solutions of high dimensional pareto front from a decision maker's perspective.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Trustregion based algorithms with lowbudget for multiobjective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Balancing Survival of Feasible and Infeasible Solutions in Constraint Evolutionary Optimization Algorithms.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Bilevel Optimization Based on Kriging Approximations of Lower Level Optimal Value Function.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Nondominated Sorting Based Multi/ManyObjective Optimization: Two Decades of Research and Application.
Proceedings of the MultiObjective Optimization  Evolutionary to Hybrid Framework, 2018
2017
Reducing the loss of agricultural productivity due to compact urban development in municipalities of Switzerland.
Computers, Environment and Urban Systems, 2017
A Computationally Fast Convergence Measure and Implementation for Single, Multiple, and ManyObjective Optimization.
IEEE Trans. Emerging Topics in Comput. Intellig., 2017
Investigating the Effect of Imbalance Between Convergence and Diversity in Evolutionary Multiobjective Algorithms.
IEEE Trans. Evolutionary Computation, 2017
Seeking Multiple Solutions: An Updated Survey on Niching Methods and Their Applications.
IEEE Trans. Evolutionary Computation, 2017
Efficient Nondomination Level Update Method for SteadyState Evolutionary Multiobjective Optimization.
IEEE Trans. Cybernetics, 2017
Financial time series prediction using hybrids of chaos theory, multilayer perceptron and multiobjective evolutionary algorithms.
Swarm and Evolutionary Computation, 2017
Multiview refactoring of class and activity diagrams using a multiobjective evolutionary algorithm.
Software Quality Journal, 2017
Multiobjective codesmells detection using good and bad design examples.
Software Quality Journal, 2017
MORE: A multiobjective refactoring recommendation approach to introducing design patterns and fixing code smells.
Journal of Software: Evolution and Process, 2017
Solving metameric variablelength optimization problems using genetic algorithms.
Genetic Programming and Evolvable Machines, 2017
Data mining methods for knowledge discovery in multiobjective optimization: Part A  Survey.
Expert Syst. Appl., 2017
Data mining methods for knowledge discovery in multiobjective optimization: Part B  New developments and applications.
Expert Syst. Appl., 2017
A robust multiobjective approach to balance severity and importance of refactoring opportunities.
Empirical Software Engineering, 2017
Searchbased detection of model level changes.
Empirical Software Engineering, 2017
Evolutionary algorithm for bilevel optimization using approximations of the lower level optimal solution mapping.
European Journal of Operational Research, 2017
A populationbased fast algorithm for a billiondimensional resource allocation problem with integer variables.
European Journal of Operational Research, 2017
Multimodal Optimization by Covariance Matrix SelfAdaptation Evolution Strategy with Repelling Subpopulations.
Evolutionary Computation, 2017
Push and Pull Search for Solving Constrained Multiobjective Optimization Problems.
CoRR, 2017
A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications.
CoRR, 2017
Integration of Preferences in Decomposition MultiObjective Optimization.
CoRR, 2017
Approximated setvalued mapping approach for handling multiobjective bilevel problems.
Computers & OR, 2017
Towards faster convergence of evolutionary multicriterion optimization algorithms using Karush Kuhn Tucker optimality based local search.
Computers & OR, 2017
Finding nearoptimum and diverse solutions for a largescale engineering design problem.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Short versus longterm urban planning using multiobjective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Metamodeling for multimodal selection functions in evolutionary multiobjective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Solving a supplychain management problem using a bilevel approach.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Multimodal truss structure design using bilevel and niching based evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
A computationally fast multimodal optimization with push enabled genetic algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Recent advances in evolutionary multicriterion optimization (EMO).
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Towards an epigeneticsinspired control system for power dispatch problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Handling practicalities in agricultural policy optimization for water quality improvements.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Constraint handling in efficient global optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Injection of Extreme Points in Evolutionary Multiobjective Optimization Algorithms.
Proceedings of the Evolutionary MultiCriterion Optimization, 2017
A Comparative Study of Fast Adaptive PreferenceGuided Evolutionary Multiobjective Optimization.
Proceedings of the Evolutionary MultiCriterion Optimization, 2017
Towards a Better Balance of Diversity and Convergence in NSGAIII: First Results.
Proceedings of the Evolutionary MultiCriterion Optimization, 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
Fusion of ManyObjective Nondominated Solutions Using Reference Points.
Proceedings of the Evolutionary MultiCriterion Optimization, 2017
Classifying Metamodeling Methods for Evolutionary Multiobjective Optimization: First Results.
Proceedings of the Evolutionary MultiCriterion Optimization, 2017
Solving the Biobjective Traveling Thief Problem with Multiobjective Evolutionary Algorithms.
Proceedings of the Evolutionary MultiCriterion Optimization, 2017
Use of derived heuristics in improved performance of evolutionary optimization: An application to gold processing plant.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Challenges for evolutionary multiobjective optimization algorithms in solving variablelength problems.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Enhancing clearingbased niching method using Delaunay Triangulation.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Fusionbased hybrid manyobjective optimization algorithm.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Effect of size and order of variables in rules for multiobjective repairbased innovization procedure.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
A biobjective hybrid constrained optimization (HyCon) method using a multiobjective and penalty function approach.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Multiobjective optimization of cellular scanning strategy in selective laser melting.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Evolutionary bilevel optimization using KKT proximity measure.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Evolutionary Bilevel Optimization: An Introduction and Recent Advances.
Proceedings of the Recent Advances in Evolutionary Multiobjective Optimization, 2017
2016
MultiCriteria Code Refactoring Using SearchBased Software Engineering: An Industrial Case Study.
ACM Trans. Softw. Eng. Methodol., 2016
Solving Bilevel Multicriterion Optimization Problems With Lower Level Decision Uncertainty.
IEEE Trans. Evolutionary Computation, 2016
A Unified Evolutionary Optimization Procedure for Single, Multiple, and Many Objectives.
IEEE Trans. Evolutionary Computation, 2016
An Optimality TheoryBased Proximity Measure for SetBased Multiobjective Optimization.
IEEE Trans. Evolutionary Computation, 2016
Uniform adaptive scaling of equality and inequality constraints within hybrid evolutionarycumclassical optimization.
Soft Comput., 2016
Extracting from the relaxed for largescale semicontinuous variable nondominated frontiers.
J. Global Optimization, 2016
On the use of many quality attributes for software refactoring: a manyobjective searchbased software engineering approach.
Empirical Software Engineering, 2016
Difficulty Adjustable and Scalable Constrained Multiobjective Test Problem Toolkit.
CoRR, 2016
Structural topology optimization using multiobjective genetic algorithm with constructive solid geometry representation.
Appl. Soft Comput., 2016
Partial oppositionbased learning using current best candidate solution.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Variable Interaction in Multiobjective Optimization Problems.
Proceedings of the Parallel Problem Solving from Nature  PPSN XIV, 2016
Maintaining Diversity in The Bounded ParetoSet: A Case of Opposition Based Solution Generation Scheme.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Towards a Better Diversity of Evolutionary MultiCriterion Optimization Algorithms using Local Searches.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Best Order Sort: A New Algorithm to Nondominated Sorting for Evolutionary Multiobjective Optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Finding Reliable Solutions in Bilevel Optimization Problems Under Uncertainties.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
A Generative Kriging Surrogate Model for Constrained and Unconstrained Multiobjective Optimization.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Adaptive Use of Innovization Principles for a Faster Convergence of Evolutionary MultiObjective Optimization Algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Breaking the BillionVariable Barrier in RealWorld Optimization Using a Customized Evolutionary Algorithm.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Optimum Design of Artificial Lateral Line Systems for Object Tracking under Uncertain Conditions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
KarushKuhnTucker Proximity Measure for MultiObjective Optimization Based on Numerical Gradients.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Hybrid Dynamic Resampling Algorithms for Evolutionary Multiobjective Optimization of InvariantNoise Problems.
Proceedings of the Applications of Evolutionary Computation  19th European Conference, 2016
Study of the approximation of the fitness landscape and the ranking process of scalarizing functions for manyobjective problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Handling inverse optimal control problems using evolutionary bilevel optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Solving optimistic bilevel programs by iteratively approximating lower level optimal value function.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
A ranking and selection strategy for preferencebased evolutionary multiobjective optimization of variablenoise problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
High dimensional model representation for solving expensive multiobjective optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Centerbased initialization of cooperative coevolutionary algorithm for largescale optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
An evolutionary manyobjective optimisation algorithm with adaptive region decomposition.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
EliteNSGAIII: An improved evolutionary manyobjective optimization algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
3DRadVis: Visualization of Pareto front in manyobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Key challenges and future directions of dynamic multiobjective optimisation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
MultiObjective Evolutionary Algorithms.
Proceedings of the Springer Handbook of Computational Intelligence, 2015
ManyObjective Software Remodularization Using NSGAIII.
ACM Trans. Softw. Eng. Methodol., 2015
An Evolutionary ManyObjective Optimization Algorithm Based on Dominance and Decomposition.
IEEE Trans. Evolutionary Computation, 2015
InterrelationshipBased Selection for Decomposition Multiobjective Optimization.
IEEE Trans. Cybernetics, 2015
Model transformation testing: a bilevel searchbased software engineering approach.
Journal of Software: Evolution and Process, 2015
MOMM: Multiobjective model merging.
Journal of Systems and Software, 2015
A dualpopulation paradigm for evolutionary multiobjective optimization.
Inf. Sci., 2015
Generalized higherlevel automated innovization with application to inventory management.
European Journal of Operational Research, 2015
Feasibility Preserving ConstraintHandling Strategies for Real Parameter Evolutionary Optimization.
CoRR, 2015
Feasibility preserving constrainthandling strategies for real parameter evolutionary optimization.
Comp. Opt. and Appl., 2015
Development, analysis and applications of a quantitative methodology for assessing customer satisfaction using evolutionary optimization.
Appl. Soft Comput., 2015
Elitist QuantumInspired Differential Evolution Based Wrapper for Feature Subset Selection.
Proceedings of the Multidisciplinary Trends in Artificial Intelligence, 2015
A Multimodal Approach for Evolutionary Multiobjective Optimization (MEMO): ProofofPrinciple Results.
Proceedings of the Evolutionary MultiCriterion Optimization, 2015
Towards Understanding Bilevel Multiobjective Optimization with Deterministic Lower Level Decisions.
Proceedings of the Evolutionary MultiCriterion Optimization, 2015
Hybrid Dynamic Resampling for Guided Evolutionary MultiObjective Optimization.
Proceedings of the Evolutionary MultiCriterion Optimization, 2015
UNSGAIII: A Unified Evolutionary Optimization Procedure for Single, Multiple, and Many Objectives: ProofofPrinciple Results.
Proceedings of the Evolutionary MultiCriterion Optimization, 2015
An Optimality Theory Based Proximity Measure for Evolutionary MultiObjective and ManyObjective Optimization.
Proceedings of the Evolutionary MultiCriterion Optimization, 2015
Unwanted Feature Interactions Between the Problem and Search Operators in Evolutionary Multiobjective Optimization.
Proceedings of the Evolutionary MultiCriterion Optimization, 2015
Temporal Innovization: Evolution of Design Principles Using Multiobjective Optimization.
Proceedings of the Evolutionary MultiCriterion Optimization, 2015
An integrated approach involving EMO and HYDRUS2D software for SWRTbased precision irrigation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Unconstrained robust optimization using a descentbased crossover operator.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Transportation policy formulation as a multiobjective bilevel optimization problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Effect of selection operator on NSGAIII in single, multi, and manyobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Sensitivity analysis of Penaltybased Boundary Intersection on aggregationbased EMO algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Handling decision variable uncertainty in bilevel optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Evolutionary multiobjective optimization with hybrid selection principles.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Towards an automated Innovization method for handling discrete search spaces.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Multiscenario, multiobjective optimization using evolutionary algorithms: Initial results.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Towards optimal ship design and valuable knowledge discovery under uncertain conditions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Reference point based distributed computing for multiobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Design optimization of artificial lateral line system under uncertain conditions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
CodeSmell Detection as a Bilevel Problem.
ACM Trans. Softw. Eng. Methodol., 2014
An Evolutionary ManyObjective Optimization Algorithm Using ReferencePoint Based Nondominated Sorting Approach, Part II: Handling Constraints and Extending to an Adaptive Approach.
IEEE Trans. Evolutionary Computation, 2014
An Evolutionary ManyObjective Optimization Algorithm Using ReferencePointBased Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints.
IEEE Trans. Evolutionary Computation, 2014
Machine learning based decision support for manyobjective optimization problems.
Neurocomputing, 2014
Analysing mutation schemes for realparameter genetic algorithms.
IJAISC, 2014
An interactive evolutionary multiobjective optimization algorithm with a limited number of decision maker calls.
European Journal of Operational Research, 2014
Test Problem Construction for SingleObjective Bilevel Optimization.
Evolutionary Computation, 2014
Test Problem Construction for SingleObjective Bilevel Optimization.
CoRR, 2014
Finding optimal strategies in a multiperiod multileaderfollower Stackelberg game using an evolutionary algorithm.
Computers & OR, 2014
Enhancing performance of particle swarm optimization through an algorithmic link with genetic algorithms.
Comp. Opt. and Appl., 2014
An integrated approach to automated innovization for discovering useful design principles: Case studies from engineering.
Appl. Soft Comput., 2014
RHV: A Metric for Computing Hypervolume for Reference Point Based EMOs.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2014
Recommendation system for software refactoring using innovization and interactive dynamic optimization.
Proceedings of the ACM/IEEE International Conference on Automated Software Engineering, 2014
A bilevel optimization approach to automated parameter tuning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
High dimensional searchbased software engineering: finding tradeoffs among 15 objectives for automating software refactoring using NSGAIII.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Software refactoring under uncertainty: a robust multiobjective approach.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Evolutionary bilevel optimization (EBO).
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Multiscenario optimization using multicriterion methods: A case study on Byzantine agreement problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
An improved bilevel evolutionary algorithm based on Quadratic Approximations.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
A review of hybrid evolutionary multiple criteria decision making methods.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Integrating user preferences and decomposition methods for manyobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Network path optimization under dynamic conditions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Nonuniform mapping in realcoded genetic algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
On the performance of classification algorithms for learning Paretodominance relations.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
Two Approaches for Single and MultiObjective Dynamic Optimization.
Proceedings of the Metaheuristics for Dynamic Optimization, 2013
A Hybrid Framework for Evolutionary MultiObjective Optimization.
IEEE Trans. Evolutionary Computation, 2013
Objective Reduction in ManyObjective Optimization: Linear and Nonlinear Algorithms.
IEEE Trans. Evolutionary Computation, 2013
Multiobjective optimal path planning using elitist nondominated sorting genetic algorithms.
Soft Comput., 2013
A genetic fuzzy based modeling of effective thermal conductivity for polymer composites.
Journal of Intelligent and Fuzzy Systems, 2013
Improving differential evolution through a unified approach.
J. Global Optimization, 2013
Approximate KKT points and a proximity measure for termination.
J. Global Optimization, 2013
Solving dual problems using a coevolutionary optimization algorithm.
J. Global Optimization, 2013
Higher and lowerlevel knowledge discovery from Paretooptimal sets.
J. Global Optimization, 2013
Twostep procedure of optimisation for flight planning problem for airborne LiDAR data acquisition.
IJMNO, 2013
A multiobjective evolutionary approach for generator scheduling.
Expert Syst. Appl., 2013
Efficient Evolutionary Algorithm for SingleObjective Bilevel Optimization
CoRR, 2013
Multiobjective Stackelberg Game Between a Regulating Authority and a Mining Company: A Case Study in Environmental Economics.
CoRR, 2013
Finding Optimal Strategies in a MultiPeriod MultiLeaderFollower Stackelberg Game Using an Evolutionary Algorithm.
CoRR, 2013
Using objective reduction and interactive procedure to handle manyobjective optimization problems.
Appl. Soft Comput., 2013
Multiobjective optimization and decision making approaches to cricket team selection.
Appl. Soft Comput., 2013
Metamodeling and Optimization for Varying Dimensional Search Space.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013
Interleaving Innovization with Evolutionary MultiObjective Optimization in Production System Simulation for Faster Convergence.
Proceedings of the Learning and Intelligent Optimization  7th International Conference, 2013
Evolutionary bilevel optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
An Improved Adaptive Approach for Elitist Nondominated Sorting Genetic Algorithm for ManyObjective Optimization.
Proceedings of the Evolutionary MultiCriterion Optimization, 2013
Innovization: Discovery of Innovative Solution Principles Using MultiObjective Optimization.
Proceedings of the Evolutionary MultiCriterion Optimization, 2013
A DimensionallyAware Genetic Programming Architecture for Automated Innovization.
Proceedings of the Evolutionary MultiCriterion Optimization, 2013
Multiobjective Stackelberg game between a regulating authority and a mining company: A case study in environmental economics.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
A comparative study of dynamic resampling strategies for guided Evolutionary Multiobjective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Solving clustering problems using biobjective evolutionary optimisation and knee finding algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Differential evolution: Performances and analyses.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Individual penalty based constraint handling using a hybrid biobjective and penalty function approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
An evolutionary algorithm based pattern search approach for constrained optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
A parameterlessnichingassisted biobjective approach to multimodal optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Selected Aspects of Natural Computing.
Proceedings of the Handbook of Natural Computing, 2012
Design of particlereinforced polyurethane mould materials for soft tooling process using evolutionary multiobjective optimization algorithms.
Soft Comput., 2012
Multimodal Optimization Using a BiObjective Evolutionary Algorithm.
Evolutionary Computation, 2012
A genetic algorithm based augmented Lagrangian method for constrained optimization.
Comp. Opt. and Appl., 2012
Investigating the role of metallic fillers in particulate reinforced flexible mould material composites using evolutionary algorithms.
Appl. Soft Comput., 2012
On the sizing of a solar thermal electricity plant for multiple objectives using evolutionary optimization.
Appl. Soft Comput., 2012
Reference pointbased evolutionary multiobjective optimization for industrial systems simulation.
Proceedings of the Winter Simulation Conference, 2012
Advances in Evolutionary Multiobjective Optimization.
Proceedings of the Search Based Software Engineering  4th International Symposium, 2012
Investigation of Mutation Schemes in RealParameter Genetic Algorithms.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012
Associated and Assorted Recombination in SBX Operator for Problems with Linkages.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012
Temporal Evolution of Design Principles in Engineering Systems: Analogies with Human Evolution.
Proceedings of the Parallel Problem Solving from Nature  PPSN XII, 2012
Meaningful representation and recombination of variable length genomes.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
GECCO 2012 tutorial on evolutionary multiobjective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Solving high objective problems in fixed interactions with the decision maker.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Unconstrained scalable test problems for singleobjective bilevel optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Finding a preferred diverse set of Paretooptimal solutions for a limited number of function calls.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Handling manyobjective problems using an improved NSGAII procedure.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
An adaptive normalization based constrained handling methodology with hybrid biobjective and penalty function approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Probabilistic constraint handling in the framework of joint evolutionaryclassical optimization with engineering applications.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Approximating a multidimensional Pareto front for a land use management problem: A modified MOEA with an epigenetic silencing metaphor.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Boundary Handling Approaches in Particle Swarm Optimization.
Proceedings of Seventh International Conference on BioInspired Computing: Theories and Applications (BICTA 2012), 2012
Identification and Impact Assessment of HighPriority Field Failures in Passenger Vehicles Using Evolutionary Optimization.
Proceedings of Seventh International Conference on BioInspired Computing: Theories and Applications (BICTA 2012), 2012
NonUniform Mapping in BinaryCoded Genetic Algorithms.
Proceedings of Seventh International Conference on BioInspired Computing: Theories and Applications (BICTA 2012), 2012
Constructive Solid Geometry Based Topology Optimization Using Evolutionary Algorithm.
Proceedings of Seventh International Conference on BioInspired Computing: Theories and Applications (BICTA 2012), 2012
Optimization for Engineering Design  Algorithms and Examples, Second Edition.
PHI Learning Private Limited, ISBN: 9788120346789, 2012
2011
Improving convergence of evolutionary multiobjective optimization with local search: a concurrenthybrid algorithm.
Natural Computing, 2011
Parent to MeanCentric SelfAdaptation in SBX Operator for RealParameter Optimization.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011
Cricket Team Selection Using Evolutionary Multiobjective Optimization.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011
Multiobjective path planning using spline representation.
Proceedings of the 2011 IEEE International Conference on Robotics and Biomimetics, 2011
KKT proximity measure for testing convergence in smooth multiobjective optimization.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
An EAbased approach to design optimization using evidence theory.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Multiobjective design and analysis of robot gripper configurations using an evolutionaryclassical approach.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Quantitative modeling of customer perception from service data using evolutionary optimization.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Design knowledge extraction in multiobjective optimization problems.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Biobjective Portfolio Optimization Using a Customized Hybrid NSGAII Procedure.
Proceedings of the Evolutionary MultiCriterion Optimization, 2011
A Biobjective Based Hybrid EvolutionaryClassical Algorithm for Handling Equality Constraints.
Proceedings of the Evolutionary MultiCriterion Optimization, 2011
Automated Innovization for Simultaneous Discovery of Multiple Rules in Biobjective Problems.
Proceedings of the Evolutionary MultiCriterion Optimization, 2011
Higherlevel innovization: A case study from Friction Stir Welding process optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Modified SBX and adaptive mutation for real world single objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Multiobjective Optimisation and Multicriteria Decision Making for FDM Using Evolutionary Approaches.
Proceedings of the Multiobjective Evolutionary Optimisation for Product Design and Manufacturing., 2011
SimulationBased Innovization Using Data Mining for Production Systems Analysis.
Proceedings of the Multiobjective Evolutionary Optimisation for Product Design and Manufacturing., 2011
Multiobjective Optimisation Using Evolutionary Algorithms: An Introduction.
Proceedings of the Multiobjective Evolutionary Optimisation for Product Design and Manufacturing., 2011
Product Portfolio Selection of Designs Through an Analysis of LowerDimensional Manifolds and Identification of Common Properties.
Proceedings of the Multiobjective Evolutionary Optimisation for Product Design and Manufacturing., 2011
2010
An Interactive Evolutionary Multiobjective Optimization Method Based on Progressively Approximated Value Functions.
IEEE Trans. Evolutionary Computation, 2010
Toward an Estimation of Nadir Objective Vector Using a Hybrid of Evolutionary and Local Search Approaches.
IEEE Trans. Evolutionary Computation, 2010
Guest Editorial Special Issue on PreferenceBased Multiobjective Evolutionary Algorithms.
IEEE Trans. Evolutionary Computation, 2010
An Efficient and Accurate Solution Methodology for Bilevel MultiObjective Programming Problems Using a Hybrid EvolutionaryLocalSearch Algorithm.
Evolutionary Computation, 2010
An interactive evolutionary multiobjective optimization and decision making procedure.
Appl. Soft Comput., 2010
A Genetic Algorithm Based Augmented Lagrangian Method for Computationally Fast Constrained Optimization.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2010
Multiobjective Performance Optimization of ThermoElectric Coolers Using Dimensional Structural Parameters.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2010
Towards a Link between Knee Solutions and Preferred Solution Methodologies.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2010
Hybrid Search for Faster Production and Safer Process Conditions in Friction Stir Welding.
Proceedings of the Simulated Evolution and Learning  8th International Conference, 2010
Bayesian Reliability Analysis under Incomplete Information Using Evolutionary Algorithms.
Proceedings of the Simulated Evolution and Learning  8th International Conference, 2010
A Bicriterion Approach to Multimodal Optimization: Selfadaptive Approach.
Proceedings of the Simulated Evolution and Learning  8th International Conference, 2010
Improving Differential Evolution by Altering Steps in EC.
Proceedings of the Simulated Evolution and Learning  8th International Conference, 2010
An Interactive Evolutionary Multiobjective Optimization Method Based on Polyhedral Cones.
Proceedings of the Learning and Intelligent Optimization, 4th International Conference, 2010
Investigating EA solutions for approximate KKT conditions in smooth problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Evolutionary multiobjective optimization and decision making for selective laser sintering.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Evolutionary algorithms in largescale open pit mine scheduling.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Finding multiple solutions for multimodal optimization problems using a multiobjective evolutionary approach.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Development of efficient particle swarm optimizers by using concepts from evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Evolutionary multicriterion optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Progressively interactive evolutionary multiobjective optimization method using generalized polynomial value functions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Hybrid gradient projection based Genetic Algorithms for constrained optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Comparing lbest PSO niching algorithms using different position update rules.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
A fast and accurate solution of constrained optimization problems using a hybrid biobjective and penalty function approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Automated discovery of vital knowledge from Paretooptimal solutions: First results from engineering design.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Parallelization of binary and realcoded genetic algorithms on GPU using CUDA.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Recent Developments in Evolutionary MultiObjective Optimization.
Proceedings of the Trends in Multiple Criteria Decision Analysis, 2010
2009
Optimal Strategies of the Iterated Prisoner's Dilemma Problem for Multiple Conflicting Objectives.
IEEE Trans. Evolutionary Computation, 2009
ReliabilityBased Optimization Using Evolutionary Algorithms.
IEEE Trans. Evolutionary Computation, 2009
Portfolio optimization with an envelopebased multiobjective evolutionary algorithm.
European Journal of Operational Research, 2009
A ClassicalcumEvolutionary Multiobjective Optimization for Optimal Machining Parameters.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009
Simulation Studies on a Genetic Algorithm Based Tomographic Reconstruction Using TimeofFlight Data from Ultrasound Transmission Tomography.
Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009
Solving Bilevel MultiObjective Optimization Problems Using Evolutionary Algorithms.
Proceedings of the Evolutionary MultiCriterion Optimization, 5th International Conference, 2009
A Hybrid Integrated MultiObjective Optimization Procedure for Estimating Nadir Point.
Proceedings of the Evolutionary MultiCriterion Optimization, 5th International Conference, 2009
09041 Abstracts Collection  Hybrid and Robust Approaches to Multiobjective Optimization.
Proceedings of the Hybrid and Robust Approaches to Multiobjective Optimization, 18.01., 2009
09041 Working Group on EMO for Robust Multiobjective Optimization (1st Round).
Proceedings of the Hybrid and Robust Approaches to Multiobjective Optimization, 18.01., 2009
09041 Summary  Hybrid and Robust Approaches to Multiobjective Optimization.
Proceedings of the Hybrid and Robust Approaches to Multiobjective Optimization, 18.01., 2009
Performance assessment of the hybrid Archivebased Micro Genetic Algorithm (AMGA) on the CEC09 test problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Local search based evolutionary multiobjective optimization algorithm for constrained and unconstrained problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Constrained manyobjective optimization: A way forward.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Comparing GA with MART to tomographic reconstruction of ultrasound images with and without noisy input data.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Constructing test problems for bilevel evolutionary multiobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Optimization of the sizing of a solar thermal electricity plant: Mathematical programming versus genetic algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
2008
A Simulated AnnealingBased Multiobjective Optimization Algorithm: AMOSA.
IEEE Trans. Evolutionary Computation, 2008
A multiobjective evolutionary algorithm to exploit the similarities of resource allocation problems.
J. Scheduling, 2008
Multiple Criteria Decision Making, Multiattribute Utility Theory: Recent Accomplishments and What Lies Ahead.
Management Science, 2008
Scope of stationary multiobjective evolutionary optimization: a case study on a hydrothermal power dispatch problem.
J. Global Optimization, 2008
Interleaving Guidance in Evolutionary MultiObjective Optimization.
J. Comput. Sci. Technol., 2008
Omnioptimizer: A generic evolutionary algorithm for single and multiobjective optimization.
European Journal of Operational Research, 2008
A Local Search Based Evolutionary Multiobjective Optimization Approach for Fast and Accurate Convergence.
Proceedings of the Parallel Problem Solving from Nature, 2008
Discrete TimeCost Tradeoff with a Novel Hybrid MetaHeuristic.
Proceedings of the Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems, 2008
Nadir Point Estimation Using Evolutionary Approaches: Better Accuracy and Computational Speed Through Focused Search.
Proceedings of the Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems, 2008
Faster HypervolumeBased Search Using Monte Carlo Sampling.
Proceedings of the Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems, 2008
Visualizing multidimensional paretooptimal fronts with a 3D virtual reality system.
Proceedings of the International Multiconference on Computer Science and Information Technology, 2008
MultiObjective Optimization of Surface Grinding Process Using NSGA II.
Proceedings of the First International Conference on Emerging Trends in Engineering and Technology, 2008
AMGA: an archivebased micro genetic algorithm for multiobjective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
A domainspecific crossover and a helper objective for generating minimum weight compliant mechanisms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Applicability of genetic algorithms to reconstruction of projected data from ultrasonic tomography.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Evolutionary practical optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
A robust evolutionary framework for multiobjective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
In search of noloss strategies for the game of tictactoe using a customized genetic algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Future Challenges.
Proceedings of the Multiobjective Optimization, 2008
Introduction to Evolutionary Multiobjective Optimization.
Proceedings of the Multiobjective Optimization, 2008
Towards generating diverse topologies of path tracing compliant mechanisms using a local search based multiobjective genetic algorithm procedure.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Dimensionality reduction of objectives and constraints in multiobjective optimization problems: A system design perspective.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Design and validation of a hybrid interactive reference point method for multiobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Deciphering innovative principles for optimal electric brushless D.C. permanent magnet motor design.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Introduction: Problem Solving, EC and EMO.
Proceedings of the Multiobjective Problem Solving from Nature, 2008
Innovization: Discovery of Innovative Design Principles Through Multiobjective Evolutionary Optimization.
Proceedings of the Multiobjective Problem Solving from Nature, 2008
On Handling a Large Number of Objectives A Posteriori and During Optimization.
Proceedings of the Multiobjective Problem Solving from Nature, 2008
2007
An Evolutionary Multiobjective Adaptive Metamodeling Procedure Using Artificial Neural Networks.
Proceedings of the Evolutionary Computation in Dynamic and Uncertain Environments, 2007
Evolutionary MultiObjective Optimization Without Additional Parameters.
Proceedings of the Parameter Setting in Evolutionary Algorithms, 2007
MultiObjective Evolutionary Algorithm for University Class Timetabling Problem.
Proceedings of the Evolutionary Scheduling, 2007
On finding multiple Paretooptimal solutions using classical and evolutionary generating methods.
European Journal of Operational Research, 2007
Interplanetary Trajectory Optimization with SwingBys Using Evolutionary Multiobjective Optimization.
Proceedings of the Advances in Computation and Intelligence, 2007
A Hybrid Evolutionary Multiobjective and SQP Based Procedure for Constrained Optimization.
Proceedings of the Advances in Computation and Intelligence, 2007
Evolutionary multiobjective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Selfadaptive simulated binary crossover for realparameter optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Interactive evolutionary multiobjective optimization and decisionmaking using reference direction method.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Hybridization of SBX based NSGAII and sequential quadratic programming for solving multiobjective optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Trading on infeasibility by exploiting constraint's criticality through multiobjectivization: A system design perspective.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Threedimensional offline path planning for UAVs using multiobjective evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
A hybrid multiobjective optimization procedure using PCX based NSGAII and sequential quadratic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
NEMO: neural enhancement for multiobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Finding tradeoff solutions close to KKT points using evolutionary multiobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Light beam search based multiobjective optimization using evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Reliabilitybased optimization for multiple constraints with evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
The sequential optimizationconstraint multiobjective problem and its applications for robust planning of robot paths.
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
A Reliable Classification of Gene Clusters for Cancer Samples Using a Hybrid MultiObjective Evolutionary Procedure.
Proceedings of the Analysis of Biological Data: A Soft Computing Approach, 2007
2006
Introducing Robustness in MultiObjective Optimization.
Evolutionary Computation, 2006
A Computational Method for Viewing Molecular Interactions in Docking.
Proceedings of the Pixelization Paradigm, First Visual Information Expert Workshop, 2006
Dual Guidance in Evolutionary Multiobjective Optimization by Localization.
Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006
A Fast and Effective Method for Pruning of Nondominated Solutions in ManyObjective Problems.
Proceedings of the Parallel Problem Solving from Nature, 2006
Comparison of multimodal optimization algorithms based on evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Multiobjective test problems, linkages, and evolutionary methodologies.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Innovization: innovating design principles through optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Reference point based multiobjective optimization using evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Towards estimating nadir objective vector using evolutionary approaches.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Nonlinear Dimensionality Reduction Procedures for Certain LargeDimensional Multiobjective Optimization Problems: Employing Correntropy and a Novel Maximum Variance Unfolding.
Proceedings of the Evolutionary MultiCriterion Optimization, 4th International Conference, 2006
ReliabilityBased Multiobjective Optimization Using Evolutionary Algorithms.
Proceedings of the Evolutionary MultiCriterion Optimization, 4th International Conference, 2006
Dynamic Multiobjective Optimization and DecisionMaking Using Modified NSGAII: A Case Study on Hydrothermal Power Scheduling.
Proceedings of the Evolutionary MultiCriterion Optimization, 4th International Conference, 2006
IMODE: An Interactive Multiobjective Optimization and DecisionMaking Using Evolutionary Methods.
Proceedings of the Evolutionary MultiCriterion Optimization, 4th International Conference, 2006
Multiobjective Evolutionary Algorithms for Resource Allocation Problems.
Proceedings of the Evolutionary MultiCriterion Optimization, 4th International Conference, 2006
06501 Abstracts Collection  Practical Approaches to MultiObjective Optimization.
Proceedings of the Practical Approaches to MultiObjective Optimization, 10.12., 2006
Optimal Strategies of the Iterated Prisoner's Dilemma Problem for Multiple Conflicting Objectives.
Proceedings of the 2006 IEEE Symposium on Computational Intelligence and Games (CIG06), 2006
A PopulationBased, Parent Centric Procedure for Constrained RealParameter Optimization.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Improved Pruning of NonDominated Solutions Based on Crowding Distance for BiObjective Optimization Problems.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Stochastic Evolutionary Multiobjective Environmental/Economic Dispatch.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Ergonomic Design of an Optimal Hindi Keyboard for Convenient Use.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
A populationbased algorithmgenerator for realparameter optimization.
Soft Comput., 2005
Evaluating the epsilonDomination Based MultiObjective Evolutionary Algorithm for a Quick Computation of ParetoOptimal Solutions.
Evolutionary Computation, 2005
Novel composition test functions for numerical global optimization.
Proceedings of the 2005 IEEE Swarm Intelligence Symposium, 2005
IEMO: An Interactive Evolutionary Multiobjective Optimization Tool.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005
Comparing Classical Generating Methods with an Evolutionary Multiobjective Optimization Method.
Proceedings of the Evolutionary MultiCriterion Optimization, 2005
Evolutionary Multiobjective Environmental/Economic Dispatch: Stochastic Versus Deterministic Approaches.
Proceedings of the Evolutionary MultiCriterion Optimization, 2005
Omnioptimizer: A Procedure for Single and Multiobjective Optimization.
Proceedings of the Evolutionary MultiCriterion Optimization, 2005
Searching for Robust ParetoOptimal Solutions in Multiobjective Optimization.
Proceedings of the Evolutionary MultiCriterion Optimization, 2005
On Properly Pareto Optimal Solutions.
Proceedings of the Practical Approaches to MultiObjective Optimization, 2005
A Tutorial on Evolutionary MultiObjective Optimization (EMO).
Proceedings of the Practical Approaches to MultiObjective Optimization, 2005
04461 Abstracts Collection  Practical Approaches to MultiObjective Optimization.
Proceedings of the Practical Approaches to MultiObjective Optimization, 2005
04461 Summary  Practical Approaches to MultiCriterion Optimization.
Proceedings of the Practical Approaches to MultiObjective Optimization, 2005
A populationbased, steadystate procedure for realparameter optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Handling constraints in robust multiobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Scalable Test Problems for Evolutionary Multiobjective Optimization.
Proceedings of the Evolutionary Multiobjective Optimization, 2005
2004
Dynamic multiobjective optimization problems: test cases, approximations, and applications.
IEEE Trans. Evolutionary Computation, 2004
Finding Knees in Multiobjective Optimization.
Proceedings of the Parallel Problem Solving from Nature, 2004
Efficiently Solving: A LargeScale Integer Linear Program Using a Customized Genetic Algorithm.
Proceedings of the Genetic and Evolutionary Computation, 2004
Unveiling Optimal Operating Conditions for an Epoxy Polymerization Process Using Multiobjective Evolutionary Computation.
Proceedings of the Genetic and Evolutionary Computation, 2004
Optimal Operating Conditions for Overhead Crane Maneuvering Using Multiobjective Evolutionary Algorithms.
Proceedings of the Genetic and Evolutionary Computation, 2004
Multiclass protein fold recognition using multiobjective evolutionary algorithms.
Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2004
Parallelizing multiobjective evolutionary algorithms: cone separation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
2003
Identification of Multiple Gene Subsets Using Multiobjective Evolutionary Algorithms.
Proceedings of the Evolutionary MultiCriterion Optimization, 2003
Performance Scaling of Multiobjective Evolutionary Algorithms.
Proceedings of the Evolutionary MultiCriterion Optimization, 2003
Dynamic Multiobjective Optimization Problems: Test Cases, Approximation, and Applications.
Proceedings of the Evolutionary MultiCriterion Optimization, 2003
Distributed Computing of ParetoOptimal Solutions with Evolutionary Algorithms.
Proceedings of the Evolutionary MultiCriterion Optimization, 2003
Towards a Quick Computation of WellSpread ParetoOptimal Solutions.
Proceedings of the Evolutionary MultiCriterion Optimization, 2003
Searching under Multievolutionary Pressures.
Proceedings of the Evolutionary MultiCriterion Optimization, 2003
LargeScale Scheduling of Casting Sequences Using a Customized Genetic Algorithm.
Proceedings of the Artificial Evolution, 2003
2002
A fast and elitist multiobjective genetic algorithm: NSGAII.
IEEE Trans. Evolutionary Computation, 2002
Optimal path and gait generations simultaneously of a sixlegged robot using a GAfuzzy approach.
Robotics and Autonomous Systems, 2002
Combining Convergence and Diversity in Evolutionary Multiobjective Optimization.
Evolutionary Computation, 2002
A Computationally Efficient Evolutionary Algorithm for RealParameter Optimization.
Evolutionary Computation, 2002
Evaluating Evolutionary Multiobjective Optimization Algorithms using Running Performance Metrics.
Proceedings of the Recent Advances in Simulated Evolution and Learning [extended and revised papers selected from the 4th AsiaPacific Conference on Simulated Evolution and Learning, 2002
Running Time Analysis of Multiobjective Evolutionary Algorithms on a Simple Discrete Optimization Problem.
Proceedings of the Parallel Problem Solving from Nature, 2002
Archiving With Guaranteed Convergence And Diversity In Multiobjective Optimization.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
GeneticFuzzy Approach in Robot Motion Planning Revisited: Rigorous Testing and towards an Implementation.
Proceedings of the Advances in Soft Computing, 2002
2001
On selfadaptive features in realparameter evolutionary algorithms.
IEEE Trans. Evolutionary Computation, 2001
SelfAdaptive Genetic Algorithms with Simulated Binary Crossover.
Evolutionary Computation, 2001
Constrained Test Problems for Multiobjective Evolutionary Optimization.
Proceedings of the Evolutionary MultiCriterion Optimization, 2001
A Hybrid Multiobjective Evolutionary Approach to Engineering Shape Design.
Proceedings of the Evolutionary MultiCriterion Optimization, 2001
Controlled Elitist Nondominated Sorting Genetic Algorithms for Better Convergence.
Proceedings of the Evolutionary MultiCriterion Optimization, 2001
Multiobjective optimization using evolutionary algorithms.
WileyInterscience series in systems and optimization, Wiley, ISBN: 9780471873396, 2001
2000
Testcase generator for nonlinear continuous parameter optimization techniques.
IEEE Trans. Evolutionary Computation, 2000
Comparison of Multiobjective Evolutionary Algorithms: Empirical Results.
Evolutionary Computation, 2000
Optimal turning gait of a sixlegged robot using a GAfuzzy approach.
AI EDAM, 2000
Mechanical Component Design for Multiple Objectives Using Elitist Nondominated Sorting GA.
Proceedings of the Parallel Problem Solving from Nature, 2000
A Fast Elitist Nondominated Sorting Genetic Algorithm for Multiobjective Optimisation: NSGAII.
Proceedings of the Parallel Problem Solving from Nature, 2000
On the Desired Behaviors of SelfAdaptive Evolutionary Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2000
1999
Genetic Programming 1998: Proceedings of the Third Annual Conference.
IEEE Trans. Evolutionary Computation, 1999
A geneticfuzzy approach for mobile robot navigation among moving obstacles.
Int. J. Approx. Reasoning, 1999
Multiobjective Genetic Algorithms: Problem Difficulties and Construction of Test Problems.
Evolutionary Computation, 1999
SelfAdaptation in RealParameter Genetic Algorithms with Simulated Binary Crossover.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999
Construction of Test Problems for MultiObjective Optimization.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999
ModelBased Object Recognition from a Complex Binary Imagery Using Genetic Algorithm.
Proceedings of the Evolutionary Image Analysis, 1999
1998
Time Scheduling of Transit Systems With Transfer Considerations Using Genetic Algorithms.
Evolutionary Computation, 1998
Learning to Avoid Moving Obstacles Optimally for Mobile Robots Using a GeneticFuzzy Approach.
Proceedings of the Parallel Problem Solving from Nature, 1998
Analytic Curve Detection from a Noisy Binary Edge Map Using Genetic Algorithm.
Proceedings of the Parallel Problem Solving from Nature, 1998
Understanding Interactions among Genetic Algorithm Parameters.
Proceedings of the Fifth Workshop on Foundations of Genetic Algorithms, 1998
1997
Car Suspension Design for Comfort Using Genetic Algorithm.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997
Optimizing Engineering Designs Using a Combined Genetic Search.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997
1996
Analysis of Selection Algorithms: A Markov Chain Approach.
Evolutionary Computation, 1996
1995
Realcoded Genetic Algorithms with Simulated Binary Crossover: Studies on Multimodal and Multiobjective Problems.
Complex Systems, 1995
Simulated Binary Crossover for Continuous Search Space.
Complex Systems, 1995
1994
Multiobjective Optimization Using Nondominated Sorting in Genetic Algorithms.
Evolutionary Computation, 1994
Implicit Niching in a Learning Classifier System: Nature's Way.
Evolutionary Computation, 1994
Long Path Problems.
Proceedings of the Parallel Problem Solving from Nature, 1994
1993
Multimodal Deceptive Functions.
Complex Systems, 1993
Sufficient Conditions for Deceptive and Easy Binary Functions.
Ann. Math. Artif. Intell., 1993
RapidAccurate Optimization of Difficult Problems Using Fast Messy Genetic Algorithms.
Proceedings of the 5th International Conference on Genetic Algorithms, 1993
1992
Genetic Algorithms, Noise, and the Sizing of Populations.
Complex Systems, 1992
Ordering Genetic Algorithms and Deception.
Proceedings of the Parallel Problem Solving from Nature 2, 1992
Massive Multimodality, Deception, and Genetic Algorithms.
Proceedings of the Parallel Problem Solving from Nature 2, 1992
Accounting for Noise in the Sizing of Populations.
Proceedings of the Second Workshop on Foundations of Genetic Algorithms. Vail, 1992
Analyzing Deception in Trap Functions.
Proceedings of the Second Workshop on Foundations of Genetic Algorithms. Vail, 1992
1991
Complex Systems: Errata and Changes Volumes 3 and 4.
Complex Systems, 1991
Don't Worry, Be Messy.
Proceedings of the 4th International Conference on Genetic Algorithms, 1991
1990
Messy Genetic Algorithms Revisited: Studies in Mixed Size and Scale.
Complex Systems, 1990
A Comparative Analysis of Selection Schemes Used in Genetic Algorithms.
Proceedings of the First Workshop on Foundations of Genetic Algorithms. Bloomington Campus, 1990
1989
Messy Genetic Algorithms: Motivation, Analysis, and First Results.
Complex Systems, 1989
An Investigation of Niche and Species Formation in Genetic Function Optimization.
Proceedings of the 3rd International Conference on Genetic Algorithms, 1989