Kalyanmoy Deb
Affiliations: Michigan State University, East Lansing, MI, USA
According to our database^{1},
Kalyanmoy Deb
authored at least 556 papers
between 1989 and 2023.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2012, "For contributions to evolutionary multicriterion optimization techniques".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:

on orcid.org

on egr.msu.edu
On csauthors.net:
Bibliography
2023
A general framework for enhancing relaxed Pareto dominance methods in evolutionary manyobjective optimization.
Nat. Comput., June, 2023
Pure and mixed lexicographicparetian manyobjective optimization: state of the art.
Nat. Comput., June, 2023
IEEE Trans. Evol. Comput., 2023
Minimizing Expected Deviation in Upper Level Outcomes Due to Lower Level Decision Making in Hierarchical Multiobjective Problems.
IEEE Trans. Evol. Comput., 2023
Visualization and analysis of Paretooptimal fronts using interpretable selforganizing map (iSOM).
Swarm Evol. Comput., 2023
Visualizationaided multicriteria decisionmaking using interpretable selforganizing maps.
Eur. J. Oper. Res., 2023
CoRR, 2023
Multiobjective Robust Optimization and DecisionMaking Using Evolutionary Algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Optimizing Keyboard Configuration Using Single and MultiObjective Evolutionary Algorithms.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Proceedings of the Evolutionary MultiCriterion Optimization, 2023
RegEMO: Sacrificing ParetoOptimality for Regularity in Multiobjective ProblemSolving.
Proceedings of the Evolutionary MultiCriterion Optimization, 2023
IKEMOViz: An Interactive KnowledgeBased Evolutionary Multiobjective Optimization Framework.
Proceedings of the Evolutionary MultiCriterion Optimization, 2023
Proceedings of the Evolutionary MultiCriterion Optimization, 2023
Investigating Innovized Progress Operators with Different Machine Learning Methods.
Proceedings of the Evolutionary MultiCriterion Optimization, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
Utilizing Innovization to Solve LargeScale MultiObjective Chesapeake Bay Watershed Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
2022
A Learningbased <i>Innovized</i> Progress Operator for Faster Convergence in Evolutionary Multiobjective Optimization.
ACM Trans. Evol. Learn. Optim., 2022
Enhanced Innovized Progress Operator for Evolutionary Multi and ManyObjective Optimization.
IEEE Trans. Evol. Comput., 2022
Analyzing Dominance Move (MIPDoM) Indicator for Multiobjective and ManyObjective Optimization.
IEEE Trans. Evol. Comput., 2022
Benefits of sparse population sampling in multiobjective evolutionary computing for largeScale sparse optimization problems.
Swarm Evol. Comput., 2022
Math. Methods Oper. Res., 2022
Handling constrained multiobjective optimization problems with heterogeneous evaluation times: proofofprinciple results.
Memetic Comput., 2022
J. Comb. Optim., 2022
Eur. J. Oper. Res., 2022
Revisiting Residual Networks for Adversarial Robustness: An Architectural Perspective.
CoRR, 2022
A Survey on Evaluation Metrics for Synthetic Material MicroStructure Images from Generative Models.
CoRR, 2022
An Interactive Knowledgebased Multiobjective Evolutionary Algorithm Framework for Practical Optimization Problems.
CoRR, 2022
Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment.
CoRR, 2022
Optimal Design of Electric Machine with Efficient Handling of Constraints and Surrogate Assistance.
CoRR, 2022
Variable Functioning and Its Application to Large Scale Steel Frame Design Optimization.
CoRR, 2022
CoRR, 2022
GPSAF: A Generalized Probabilistic SurrogateAssisted Framework for Constrained Single and Multiobjective Optimization.
CoRR, 2022
Appl. Intell., 2022
Visualizationaided Multicriterion Decisionmaking Using Reference Direction Based Pareto Race.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
A computationally fast but approximate MIPDoM calculation for multiobjective optimization.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Largescale Multiobjective Optimization for Water Quality in Chesapeake Bay Watershed.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
Parameter Tuning and Control: A Case Study on Differential Evolution With Polynomial Mutation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
2021
Proceedings of the Metaheuristics for Finding Multiple Solutions, 2021
Multiobjective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification.
IEEE Trans. Evol. Comput., 2021
Solving Mixed ParetoLexicographic Multiobjective Optimization Problems: The Case of Priority Levels.
IEEE Trans. Evol. Comput., 2021
Generating WellSpaced Points on a Unit Simplex for Evolutionary ManyObjective Optimization.
IEEE Trans. Evol. Comput., 2021
Interpretable Rule Discovery Through Bilevel Optimization of SplitRules of Nonlinear Decision Trees for Classification Problems.
IEEE Trans. Cybern., 2021
A new gradient free local search mechanism for constrained multiobjective optimization problems.
Swarm Evol. Comput., 2021
Evolutionary MultiObjective Optimization Algorithm for Community Detection in Complex Social Networks.
SN Comput. Sci., 2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
An improved visual analytics framework for highdimensional paretooptimal front: a case for multiobjective portfolio optimization.
J. Bank. Financial Technol., 2021
A nondominated sorting based customized randomkey genetic algorithm for the biobjective traveling thief problem.
J. Heuristics, 2021
Reference point based evolutionary multiobjective optimization algorithms with convergence properties using KKTPM and ASF metrics.
J. Heuristics, 2021
Online clustering reduction based on parametric and nonparametric correlation for a manyobjective vehicle routing problem with demand responsive transport.
Expert Syst. Appl., 2021
Solving the maximum edge disjoint path problem using a modified Lagrangian particle swarm optimisation hybrid.
Eur. J. Oper. Res., 2021
A novel multiobjective model calibration method for ecohydrological applications.
Environ. Model. Softw., 2021
Effect of Objective Normalization and Penalty Parameter on Penalty Boundary Intersection DecompositionBased Evolutionary ManyObjective Optimization Algorithms.
Evol. Comput., 2021
Optimized Electric Machine Design Solutions with Efficient Handling of Constraints.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Visualizationbased MultiCriterion Decision Making with NIMBUS Method Using Palette Viz.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
An approximate MIPDoM calculation for multiobjective optimization using affinity propagation clustering algorithm.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Evolutionary multi and manyobjective optimization: methodologies, applications and demonstration.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
PSAF: a probabilistic surrogateassisted framework for singleobjective optimization.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
The (M1)+1 Framework of Relaxed Pareto Dominance for Evolutionary ManyObjective Optimization.
Proceedings of the Evolutionary MultiCriterion Optimization, 2021
Proceedings of the Evolutionary MultiCriterion Optimization, 2021
Interpretable SelfOrganizing Maps (iSOM) for Visualization of Pareto Front in Multiple Objective Optimization.
Proceedings of the Evolutionary MultiCriterion Optimization, 2021
Handling Priority Levels in Mixed ParetoLexicographic ManyObjective Optimization Problems.
Proceedings of the Evolutionary MultiCriterion Optimization, 2021
Combining User Knowledge and Online Innovization for Faster Solution to Multiobjective Design Optimization Problems.
Proceedings of the Evolutionary MultiCriterion Optimization, 2021
Embedding a Repair Operator in Evolutionary Single and Multiobjective Algorithms  An ExploitationExploration Perspective.
Proceedings of the Evolutionary MultiCriterion Optimization, 2021
Constrained Biobjective SurrogateAssisted Optimization of Problems with Heterogeneous Evaluation Times: Expensive Objectives and Inexpensive Constraints.
Proceedings of the Evolutionary MultiCriterion Optimization, 2021
Multiobjective Coevolution and Decisionmaking for Cooperative and Competitive Environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
Ensembled Crossover based Evolutionary Algorithm for Single and Multiobjective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
Aggregation or Selection? Clustering Many Objectives for Vehicle Routing Problem with Demand Responsive Transport.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
2020
Dataset, November, 2020
Does Preference Always Help? A Holistic Study on PreferenceBased Evolutionary Multiobjective Optimization Using Reference Points.
IEEE Trans. Evol. Comput., 2020
Investigating the equivalence between PBI and AASF scalarization for multiobjective optimization.
Swarm Evol. Comput., 2020
A novel selection mechanism for evolutionary algorithms with metameric variablelength representations.
Soft Comput., 2020
A genetic algorithm with local search for solving singlesource singlesink nonlinear nonconvex minimum cost flow problems.
Soft Comput., 2020
J. Heuristics, 2020
Difficulty Adjustable and Scalable Constrained Multiobjective Test Problem Toolkit.
Evol. Comput., 2020
Analyzing Dominance Move (MIPDoM) Indicator for Multi and Manyobjective Optimization.
CoRR, 2020
Enhanced Innovized Repair Operator for Evolutionary Multi and Manyobjective Optimization.
CoRR, 2020
InterpretableAI Policies using Evolutionary Nonlinear Decision Trees for Discrete Action Systems.
CoRR, 2020
SearchBased Software Engineering for SelfAdaptive Systems: One Survey, Five Disappointments and Six Opportunities.
CoRR, 2020
A smooth proximity measure for optimality in multiobjective optimization using Benson's method.
Comput. Oper. Res., 2020
PaletteViz: A Visualization Method for Functional Understanding of HighDimensional ParetoOptimal DataSets to Aid MultiCriteria Decision Making.
IEEE Comput. Intell. Mag., 2020
Energyaware whale optimization algorithm for realtime task scheduling in multiprocessor systems.
Appl. Soft Comput., 2020
IEEE Access, 2020
PaletteViz with Starcoordinates: An Improved Method for Highdimensional Paretooptimal Front Visualization and Decisionmaking.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Evaluating Nonlinear Decision Trees for Binary Classification Tasks with Other Existing Methods.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Rise of Evolutionary MultiObjective Optimization: Algorithms and Applications.
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020
NSGANet: Neural Architecture Search using MultiObjective Genetic Algorithm (Extended Abstract).
Proceedings of the TwentyNinth International Joint Conference on Artificial Intelligence, 2020
Worstcase conditional hardness and fast algorithms with random inputs for nondominated sorting.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Using gradientfree local search within MOEAs for the treatment of constrained MOPs.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
PaletteStarViz: a visualization method for multicriteria decision making from highdimensional paretooptimal front.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Gap finding and validation in evolutionary multi and manyobjective optimization.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Learningbased multiobjective optimization through ANNassisted online <i>Innovization</i>.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
A generic and computationally efficient automated innovization method for powerlaw design rules.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
NSGANetV2: Evolutionary Multiobjective SurrogateAssisted Neural Architecture Search.
Proceedings of the Computer Vision  ECCV 2020, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Trend Mining 2.0: Automating the Discovery of Variable Trends in the Objective Space.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
A Largescale Biobjective Optimization of Solid Rocket Motors Using Innovization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
A Running Performance Metric and Termination Criterion for Evaluating Evolutionary Multi and Manyobjective Optimization Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
IEEE Trans. Evol. Comput., 2019
VariableLength Pareto Optimization via DecompositionBased Evolutionary Multiobjective Algorithm.
IEEE Trans. Evol. Comput., 2019
A Taxonomy for Metamodeling Frameworks for Evolutionary Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2019
IEEE Trans. Cybern., 2019
Using KarushKuhnTucker proximity measure for solving bilevel optimization problems.
Swarm Evol. Comput., 2019
Comparison between MOEA/D and NSGAIII on a set of novel many and multiobjective benchmark problems with challenging difficulties.
Swarm Evol. Comput., 2019
Swarm Evol. Comput., 2019
Push and pull search for solving constrained multiobjective optimization problems.
Swarm Evol. Comput., 2019
CHIP: Constraint Handling with Individual Penalty approach using a hybrid evolutionary algorithm.
Neural Comput. Appl., 2019
Genet. Program. Evolvable Mach., 2019
Expert Syst. Appl., 2019
Crop yield simulation optimization using precision irrigation and subsurface water retention technology.
Environ. Model. Softw., 2019
CoRR, 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 Comput. Intell. Mag., 2019
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
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Evolutionary MultiCriterion Optimization, 2019
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
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. Evol. Comput., 2018
IEEE Trans. Evol. Comput., 2018
Adaptively Allocating Search Effort in Challenging ManyObjective Optimization Problems.
IEEE Trans. Evol. Comput., 2018
RMetric: Evaluating the Performance of PreferenceBased Evolutionary Multiobjective Optimization Using Reference Points.
IEEE Trans. Evol. Comput., 2018
Handling Multiple Scenarios in Evolutionary Multiobjective Numerical Optimization.
IEEE Trans. Evol. Comput., 2018
IEEE Trans. Evol. Comput., 2018
Swarm Evol. Comput., 2018
3DRadVis Antenna: Visualization and performance measure for manyobjective optimization.
Swarm Evol. Comput., 2018
Late parallelization and feedback approaches for distributed computation of evolutionary multiobjective optimization algorithms.
Neural Comput. Appl., 2018
Reference point based evolutionary multiobjective optimization with dynamic resampling for production systems improvement.
J. Syst. Inf. Technol., 2018
Evaluation of the migrated solutions for distributing reference pointbased multiobjective optimization algorithms.
Inf. Sci., 2018
Inf. Sci., 2018
Guest Editorial for the 8<sup>th</sup> Symposium on Search Based Software Engineering Special Section.
Inf. Softw. Technol., 2018
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2018
Int. J. Geogr. Inf. Sci., 2018
CoRR, 2018
CoRR, 2018
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
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
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.
Comput. Environ. Urban Syst., 2017
A Computationally Fast Convergence Measure and Implementation for Single, Multiple, and ManyObjective Optimization.
IEEE Trans. Emerg. Top. Comput. Intell., 2017
Investigating the Effect of Imbalance Between Convergence and Diversity in Evolutionary Multiobjective Algorithms.
IEEE Trans. Evol. Comput., 2017
Seeking Multiple Solutions: An Updated Survey on Niching Methods and Their Applications.
IEEE Trans. Evol. Comput., 2017
Efficient Nondomination Level Update Method for SteadyState Evolutionary Multiobjective Optimization.
IEEE Trans. Cybern., 2017
Financial time series prediction using hybrids of chaos theory, multilayer perceptron and multiobjective evolutionary algorithms.
Swarm Evol. Comput., 2017
Multiview refactoring of class and activity diagrams using a multiobjective evolutionary algorithm.
Softw. Qual. J., 2017
Softw. Qual. J., 2017
MORE: A multiobjective refactoring recommendation approach to introducing design patterns and fixing code smells.
J. Softw. Evol. Process., 2017
Genet. Program. Evolvable Mach., 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.
Empir. Softw. Eng., 2017
Empir. Softw. Eng., 2017
Evolutionary algorithm for bilevel optimization using approximations of the lower level optimal solution mapping.
Eur. J. Oper. Res., 2017
A populationbased fast algorithm for a billiondimensional resource allocation problem with integer variables.
Eur. J. Oper. Res., 2017
Multimodal Optimization by Covariance Matrix SelfAdaptation Evolution Strategy with Repelling Subpopulations.
Evol. Comput., 2017
CoRR, 2017
Approximated setvalued mapping approach for handling multiobjective bilevel problems.
Comput. Oper. Res., 2017
Towards faster convergence of evolutionary multicriterion optimization algorithms using Karush Kuhn Tucker optimality based local search.
Comput. Oper. Res., 2017
Finding nearoptimum and diverse solutions for a largescale engineering design problem.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
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
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
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
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
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
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
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
Proceedings of the Computational Intelligence, Communications, and Business Analytics, 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
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
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
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
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. Evol. Comput., 2016
A Unified Evolutionary Optimization Procedure for Single, Multiple, and Many Objectives.
IEEE Trans. Evol. Comput., 2016
An Optimality TheoryBased Proximity Measure for SetBased Multiobjective Optimization.
IEEE Trans. Evol. Comput., 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. Glob. Optim., 2016
On the use of many quality attributes for software refactoring: a manyobjective searchbased software engineering approach.
Empir. Softw. Eng., 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
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
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
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
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Proceedings of the Springer Handbook of Computational Intelligence, 2015
ACM Trans. Softw. Eng. Methodol., 2015
An Evolutionary ManyObjective Optimization Algorithm Based on Dominance and Decomposition.
IEEE Trans. Evol. Comput., 2015
IEEE Trans. Cybern., 2015
Model transformation testing: a bilevel searchbased software engineering approach.
J. Softw. Evol. Process., 2015
J. Syst. Softw., 2015
Inf. Sci., 2015
Generalized higherlevel automated innovization with application to inventory management.
Eur. J. Oper. Res., 2015
Feasibility preserving constrainthandling strategies for real parameter evolutionary optimization.
Comput. Optim. 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
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
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
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
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
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
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. Evol. Comput., 2014
An Evolutionary ManyObjective Optimization Algorithm Using ReferencePointBased Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints.
IEEE Trans. Evol. Comput., 2014
Neurocomputing, 2014
Int. J. Artif. Intell. Soft Comput., 2014
An interactive evolutionary multiobjective optimization algorithm with a limited number of decision maker calls.
Eur. J. Oper. Res., 2014
Evol. Comput., 2014
Finding optimal strategies in a multiperiod multileaderfollower Stackelberg game using an evolutionary algorithm.
Comput. Oper. Res., 2014
Enhancing performance of particle swarm optimization through an algorithmic link with genetic algorithms.
Comput. Optim. Appl., 2014
An integrated approach to automated innovization for discovering useful design principles: Case studies from engineering.
Appl. Soft Comput., 2014
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
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
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
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
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
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
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
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
Proceedings of the Metaheuristics for Dynamic Optimization, 2013
IEEE Trans. Evol. Comput., 2013
Objective Reduction in ManyObjective Optimization: Linear and Nonlinear Algorithms.
IEEE Trans. Evol. Comput., 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.
J. Intell. Fuzzy Syst., 2013
J. Glob. Optim., 2013
J. Glob. Optim., 2013
J. Glob. Optim., 2013
J. Glob. Optim., 2013
Twostep procedure of optimisation for flight planning problem for airborne LiDAR data acquisition.
Int. J. Math. Model. Numer. Optimisation, 2013
Expert Syst. Appl., 2013
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
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
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
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
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
Evol. Comput., 2012
A genetic algorithm based augmented Lagrangian method for constrained optimization.
Comput. Optim. 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
Proceedings of the Search Based Software Engineering  4th International Symposium, 2012
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012
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
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
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
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
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
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
PHI Learning Private Limited, ISBN: 9788120346789, 2012
2011
Improving convergence of evolutionary multiobjective optimization with local search: a concurrenthybrid algorithm.
Nat. Comput., 2011
Parent to MeanCentric SelfAdaptation in SBX Operator for RealParameter Optimization.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011
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
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
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
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
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
Proceedings of the Multiobjective Evolutionary Optimisation for Product Design and Manufacturing., 2011
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. Evol. Comput., 2010
Toward an Estimation of Nadir Objective Vector Using a Hybrid of Evolutionary and Local Search Approaches.
IEEE Trans. Evol. Comput., 2010
Guest Editorial Special Issue on PreferenceBased Multiobjective Evolutionary Algorithms.
IEEE Trans. Evol. Comput., 2010
An Efficient and Accurate Solution Methodology for Bilevel MultiObjective Programming Problems Using a Hybrid EvolutionaryLocalSearch Algorithm.
Evol. Comput., 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
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
Proceedings of the Simulated Evolution and Learning  8th International Conference, 2010
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
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
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
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
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
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
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
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. Evol. Comput., 2009
IEEE Trans. Evol. Comput., 2009
Portfolio optimization with an envelopebased multiobjective evolutionary algorithm.
Eur. J. Oper. Res., 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
Proceedings of the Hybrid and Robust Approaches to Multiobjective Optimization, 18.01., 2009
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
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
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
IEEE Trans. Evol. Comput., 2008
A multiobjective evolutionary algorithm to exploit the similarities of resource allocation problems.
J. Sched., 2008
Multiple Criteria Decision Making, Multiattribute Utility Theory: Recent Accomplishments and What Lies Ahead.
Manag. Sci., 2008
Scope of stationary multiobjective evolutionary optimization: a case study on a hydrothermal power dispatch problem.
J. Glob. Optim., 2008
J. Comput. Sci. Technol., 2008
Omnioptimizer: A generic evolutionary algorithm for single and multiobjective optimization.
Eur. J. Oper. Res., 2008
A Local Search Based Evolutionary Multiobjective Optimization Approach for Fast and Accurate Convergence.
Proceedings of the Parallel Problem Solving from Nature, 2008
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
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
Proceedings of the First International Conference on Emerging Trends in Engineering and Technology, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
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
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
Proceedings of the Multiobjective Optimization, 2008
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
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
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
Proceedings of the Parameter Setting in Evolutionary Algorithms, 2007
Proceedings of the Evolutionary Scheduling, 2007
On finding multiple Paretooptimal solutions using classical and evolutionary generating methods.
Eur. J. Oper. Res., 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
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
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
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, 2007
Proceedings of the Evolutionary MultiCriterion Optimization, 4th International Conference, 2007
Dynamic Multiobjective Optimization and DecisionMaking Using Modified NSGAII: A Case Study on Hydrothermal Power Scheduling.
Proceedings of the Evolutionary MultiCriterion Optimization, 4th International Conference, 2007
IMODE: An Interactive Multiobjective Optimization and DecisionMaking Using Evolutionary Methods.
Proceedings of the Evolutionary MultiCriterion Optimization, 4th International Conference, 2007
Proceedings of the Evolutionary MultiCriterion Optimization, 4th International 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
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
Evol. Comput., 2006
Proceedings of the Pixelization Paradigm, First Visual Information Expert Workshop, 2006
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
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
06501 Abstracts Collection  Practical Approaches to MultiObjective Optimization.
Proceedings of the Practical Approaches to MultiObjective Optimization, 10.12., 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
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
Soft Comput., 2005
Evaluating the epsilonDomination Based MultiObjective Evolutionary Algorithm for a Quick Computation of ParetoOptimal Solutions.
Evol. Comput., 2005
Proceedings of the 2005 IEEE Swarm Intelligence Symposium, 2005
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
Proceedings of the Evolutionary MultiCriterion Optimization, 2005
Proceedings of the Evolutionary MultiCriterion Optimization, 2005
Proceedings of the Practical Approaches to MultiObjective Optimization, 2005
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
Proceedings of the Practical Approaches to MultiObjective Optimization, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Proceedings of the Evolutionary Multiobjective Optimization, 2005
2004
Dynamic multiobjective optimization problems: test cases, approximations, and applications.
IEEE Trans. Evol. Comput., 2004
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
Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2004
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
Proceedings of the Evolutionary MultiCriterion Optimization, 2003
Dynamic Multiobjective Optimization Problems: Test Cases, Approximation, and Applications.
Proceedings of the Evolutionary MultiCriterion Optimization, 2003
Proceedings of the Evolutionary MultiCriterion Optimization, 2003
Proceedings of the Evolutionary MultiCriterion Optimization, 2003
Proceedings of the Evolutionary MultiCriterion Optimization, 2003
Computationally effective search and optimization procedure using coarse to fine approximations.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
Proceedings of the Artificial Evolution, 2003
2002
IEEE Trans. Evol. Comput., 2002
Optimal path and gait generations simultaneously of a sixlegged robot using a GAfuzzy approach.
Robotics Auton. Syst., 2002
Evol. Comput., 2002
A Computationally Efficient Evolutionary Algorithm for RealParameter Optimization.
Evol. Comput., 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
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
GeneticFuzzy Approach in Robot Motion Planning Revisited: Rigorous Testing and towards an Implementation.
Proceedings of the Advances in Soft Computing, 2002
2001
IEEE Trans. Evol. Comput., 2001
J. Oper. Res. Soc., 2001
Evol. Comput., 2001
Proceedings of the Evolutionary MultiCriterion Optimization, 2001
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
IEEE Trans. Evol. Comput., 2000
Evol. Comput., 2000
Artif. Intell. Eng. Des. Anal. Manuf., 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
Proceedings of the Parallel Problem Solving from Nature, 2000
1999
IEEE Trans. Evol. Comput., 1999
Int. J. Approx. Reason., 1999
Multiobjective Genetic Algorithms: Problem Difficulties and Construction of Test Problems.
Evol. Comput., 1999
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 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
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
1998
Time Scheduling of Transit Systems With Transfer Considerations Using Genetic Algorithms.
Evol. Comput., 1998
Learning to Avoid Moving Obstacles Optimally for Mobile Robots Using a GeneticFuzzy Approach.
Proceedings of the Parallel Problem Solving from Nature, 1998
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
Evol. Comput., 1996
1995
Realcoded Genetic Algorithms with Simulated Binary Crossover: Studies on Multimodal and Multiobjective Problems.
Complex Syst., 1995
Complex Syst., 1995
1994
Evol. Comput., 1994
Evol. Comput., 1994
Proceedings of the Parallel Problem Solving from Nature, 1994
1993
Complex Syst., 1993
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
Complex Syst., 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
Proceedings of the Second Workshop on Foundations of Genetic Algorithms. Vail, 1992
Proceedings of the Second Workshop on Foundations of Genetic Algorithms. Vail, 1992
1991
Complex Syst., 1991
Don't Worry, Be Messy.
Proceedings of the 4th International Conference on Genetic Algorithms, 1991
1990
Complex Syst., 1990
Proceedings of the First Workshop on Foundations of Genetic Algorithms. Bloomington Campus, 1990
1989
Complex Syst., 1989
An Investigation of Niche and Species Formation in Genetic Function Optimization.
Proceedings of the 3rd International Conference on Genetic Algorithms, 1989