Kalyanmoy Deb
Orcid: 0000-0001-7402-9939Affiliations:
- Michigan State University, East Lansing, MI, USA
According to our database1,
Kalyanmoy Deb
authored at least 565 papers
between 1989 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2022, "For technical contributions in evolutionary multi-objective optimization algorithms and multi-criterion decision support".
IEEE Fellow
IEEE Fellow 2012, "For contributions to evolutionary multi-criterion optimization techniques".
Timeline
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Online presence:
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on zbmath.org
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on orcid.org
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on egr.msu.edu
On csauthors.net:
Bibliography
2024
Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment.
IEEE Trans. Evol. Comput., April, 2024
Improved Evolutionary Operators for Sparse Large-Scale Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput., April, 2024
Analysis and Optimization of Gait Cycle of 25-DOF NAO Robot Using Particle Swarm Optimization and Genetic Algorithms.
Int. J. Humanoid Robotics, April, 2024
An Interactive Knowledge-Based Multiobjective Evolutionary Algorithm Framework for Practical Optimization Problems.
IEEE Trans. Evol. Comput., February, 2024
Identifying Pareto Fronts Reliably Using a Multistage Reference-Vector-Based Framework.
IEEE Trans. Evol. Comput., February, 2024
Toward Interpretable-AI Policies Using Evolutionary Nonlinear Decision Trees for Discrete-Action Systems.
IEEE Trans. Cybern., January, 2024
2023
Interpretable self-organizing map assisted interactive multi-criteria decision-making following Pareto-Race.
Appl. Soft Comput., December, 2023
A general framework for enhancing relaxed Pareto dominance methods in evolutionary many-objective optimization.
Nat. Comput., June, 2023
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 Pareto-optimal fronts using interpretable self-organizing map (iSOM).
Swarm Evol. Comput., 2023
Visualization-aided multi-criteria decision-making using interpretable self-organizing maps.
Eur. J. Oper. Res., 2023
GNBG: A Generalized and Configurable Benchmark Generator for Continuous Numerical Optimization.
CoRR, 2023
CoRR, 2023
On the Choice of Unique Identifiers for Predicting Pareto-Optimal Solutions Using Machine Learning.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
Multi-objective Robust Optimization and Decision-Making Using Evolutionary Algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Optimizing Keyboard Configuration Using Single and Multi-Objective 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 Multi-Criterion Optimization, 2023
RegEMO: Sacrificing Pareto-Optimality for Regularity in Multi-objective Problem-Solving.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2023
IK-EMOViz: An Interactive Knowledge-Based Evolutionary Multi-objective Optimization Framework.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2023
Proceedings of the Evolutionary Multi-Criterion Optimization, 2023
Proceedings of the Evolutionary Multi-Criterion 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 Large-Scale Multi-Objective Chesapeake Bay Watershed Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
2022
A Learning-based <i>Innovized</i> Progress Operator for Faster Convergence in Evolutionary Multi-objective Optimization.
ACM Trans. Evol. Learn. Optim., 2022
Enhanced Innovized Progress Operator for Evolutionary Multi- and Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2022
Analyzing Dominance Move (MIP-DoM) Indicator for Multiobjective and Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2022
Benefits of sparse population sampling in multi-objective evolutionary computing for large-Scale sparse optimization problems.
Swarm Evol. Comput., 2022
Math. Methods Oper. Res., 2022
Handling constrained multi-objective optimization problems with heterogeneous evaluation times: proof-of-principle 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 Micro-Structure Images from Generative Models.
CoRR, 2022
An Interactive Knowledge-based Multi-objective Evolutionary Algorithm Framework for Practical Optimization Problems.
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
GPSAF: A Generalized Probabilistic Surrogate-Assisted Framework for Constrained Single- and Multi-objective Optimization.
CoRR, 2022
Appl. Intell., 2022
Visualization-aided Multi-criterion Decision-making Using Reference Direction Based Pareto Race.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
A computationally fast but approximate MIP-DoM calculation for multi-objective optimization.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Large-scale Multi-objective 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 Pareto-Lexicographic Multiobjective Optimization Problems: The Case of Priority Levels.
IEEE Trans. Evol. Comput., 2021
Generating Well-Spaced Points on a Unit Simplex for Evolutionary Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2021
Interpretable Rule Discovery Through Bilevel Optimization of Split-Rules of Nonlinear Decision Trees for Classification Problems.
IEEE Trans. Cybern., 2021
A new gradient free local search mechanism for constrained multi-objective optimization problems.
Swarm Evol. Comput., 2021
Evolutionary Multi-Objective Optimization Algorithm for Community Detection in Complex Social Networks.
SN Comput. Sci., 2021
An improved visual analytics framework for high-dimensional pareto-optimal front: a case for multi-objective portfolio optimization.
J. Bank. Financial Technol., 2021
A non-dominated sorting based customized random-key genetic algorithm for the bi-objective traveling thief problem.
J. Heuristics, 2021
Reference point based evolutionary multi-objective optimization algorithms with convergence properties using KKTPM and ASF metrics.
J. Heuristics, 2021
Online clustering reduction based on parametric and non-parametric correlation for a many-objective 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
Environ. Model. Softw., 2021
Effect of Objective Normalization and Penalty Parameter on Penalty Boundary Intersection Decomposition-Based Evolutionary Many-Objective Optimization Algorithms.
Evol. Comput., 2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Visualization-based Multi-Criterion Decision Making with NIMBUS Method Using Palette Viz.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
An approximate MIP-DoM calculation for multi-objective optimization using affinity propagation clustering algorithm.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Evolutionary multi- and many-objective optimization: methodologies, applications and demonstration.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
PSAF: a probabilistic surrogate-assisted framework for single-objective optimization.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
The (M-1)+1 Framework of Relaxed Pareto Dominance for Evolutionary Many-Objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021
Interpretable Self-Organizing Maps (iSOM) for Visualization of Pareto Front in Multiple Objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021
Handling Priority Levels in Mixed Pareto-Lexicographic Many-Objective Optimization Problems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021
Combining User Knowledge and Online Innovization for Faster Solution to Multi-objective Design Optimization Problems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021
Embedding a Repair Operator in Evolutionary Single and Multi-objective Algorithms - An Exploitation-Exploration Perspective.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021
Constrained Bi-objective Surrogate-Assisted Optimization of Problems with Heterogeneous Evaluation Times: Expensive Objectives and Inexpensive Constraints.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021
Multi-objective Coevolution and Decision-making for Cooperative and Competitive Environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
Ensembled Crossover based Evolutionary Algorithm for Single and Multi-objective 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
Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multiobjective Optimization Using Reference Points.
IEEE Trans. Evol. Comput., 2020
Investigating the equivalence between PBI and AASF scalarization for multi-objective optimization.
Swarm Evol. Comput., 2020
A novel selection mechanism for evolutionary algorithms with metameric variable-length representations.
Soft Comput., 2020
A genetic algorithm with local search for solving single-source single-sink nonlinear non-convex minimum cost flow problems.
Soft Comput., 2020
J. Heuristics, 2020
Evol. Comput., 2020
Analyzing Dominance Move (MIP-DoM) Indicator for Multi- and Many-objective Optimization.
CoRR, 2020
Enhanced Innovized Repair Operator for Evolutionary Multi- and Many-objective Optimization.
CoRR, 2020
Interpretable-AI Policies using Evolutionary Nonlinear Decision Trees for Discrete Action Systems.
CoRR, 2020
Search-Based Software Engineering for Self-Adaptive Systems: One Survey, Five Disappointments and Six Opportunities.
CoRR, 2020
A smooth proximity measure for optimality in multi-objective optimization using Benson's method.
Comput. Oper. Res., 2020
PaletteViz: A Visualization Method for Functional Understanding of High-Dimensional Pareto-Optimal Data-Sets to Aid Multi-Criteria Decision Making.
IEEE Comput. Intell. Mag., 2020
Energy-aware whale optimization algorithm for real-time task scheduling in multiprocessor systems.
Appl. Soft Comput., 2020
PaletteViz with Star-coordinates: An Improved Method for High-dimensional Pareto-optimal Front Visualization and Decision-making.
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 Multi-Objective Optimization: Algorithms and Applications.
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020
NSGA-Net: Neural Architecture Search using Multi-Objective Genetic Algorithm (Extended Abstract).
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Worst-case conditional hardness and fast algorithms with random inputs for non-dominated sorting.
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
PaletteStarViz: a visualization method for multi-criteria decision making from high-dimensional pareto-optimal front.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Learning-based multi-objective optimization through ANN-assisted online <i>Innovization</i>.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
A generic and computationally efficient automated innovization method for power-law 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 Multi-objective Surrogate-Assisted 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
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
A Running Performance Metric and Termination Criterion for Evaluating Evolutionary Multi- and Many-objective Optimization Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
IEEE Trans. Evol. Comput., 2019
Variable-Length Pareto Optimization via Decomposition-Based Evolutionary Multiobjective Algorithm.
IEEE Trans. Evol. Comput., 2019
IEEE Trans. Evol. Comput., 2019
IEEE Trans. Cybern., 2019
Using Karush-Kuhn-Tucker proximity measure for solving bilevel optimization problems.
Swarm Evol. Comput., 2019
Comparison between MOEA/D and NSGA-III on a set of novel many and multi-objective benchmark problems with challenging difficulties.
Swarm Evol. Comput., 2019
Swarm Evol. Comput., 2019
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 Preference-Based Evolutionary Multi-Objective Optimisation Using Reference Points.
CoRR, 2019
Explicit Control of Implicit Parallelism in Decomposition-Based Evolutionary Many-Objective Optimization Algorithms [Research Frontier].
IEEE Comput. Intell. Mag., 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Optimisation of crop configuration using NSGA-III 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 Multi-Criterion Optimization, 2019
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019
Generating Uniformly Distributed Points on a Unit Simplex for Evolutionary Many-Objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019
Proceedings of the Evolutionary Multi-Criterion 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 Pareto-VIKOR 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 Many-Objective Optimization Problems.
IEEE Trans. Evol. Comput., 2018
R-Metric: Evaluating the Performance of Preference-Based Evolutionary Multiobjective Optimization Using Reference Points.
IEEE Trans. Evol. Comput., 2018
IEEE Trans. Evol. Comput., 2018
IEEE Trans. Evol. Comput., 2018
3D-RadVis Antenna: Visualization and performance measure for many-objective optimization.
Swarm Evol. Comput., 2018
Late parallelization and feedback approaches for distributed computation of evolutionary multi-objective optimization algorithms.
Neural Comput. Appl., 2018
Reference point based evolutionary multi-objective optimization with dynamic resampling for production systems improvement.
J. Syst. Inf. Technol., 2018
Evaluation of the migrated solutions for distributing reference point-based multi-objective 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 Pareto-front for Multi-Criteria Decision Making.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Evolving and Comparing Greenhouse Control Strategies using Model-Based Multi-Objective Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Enhanced Correlation Matrix Based Visualization for Multi- and Many-objective optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Switching Between Metamodeling Frameworks for Efficient Multi-Objective Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Design of an Adaptive Push-Repel 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
Non-dominated Sorting Based Multi/Many-Objective Optimization: Two Decades of Research and Application.
Proceedings of the Multi-Objective 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 Many-Objective 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 Steady-State Evolutionary Multiobjective Optimization.
IEEE Trans. Cybern., 2017
Financial time series prediction using hybrids of chaos theory, multi-layer perceptron and multi-objective evolutionary algorithms.
Swarm Evol. Comput., 2017
Multi-view refactoring of class and activity diagrams using a multi-objective evolutionary algorithm.
Softw. Qual. J., 2017
Softw. Qual. J., 2017
MORE: A multi-objective 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 multi-objective optimization: Part A - Survey.
Expert Syst. Appl., 2017
Data mining methods for knowledge discovery in multi-objective optimization: Part B - New developments and applications.
Expert Syst. Appl., 2017
A robust multi-objective approach to balance severity and importance of refactoring opportunities.
Empir. Softw. Eng., 2017
Evolutionary algorithm for bilevel optimization using approximations of the lower level optimal solution mapping.
Eur. J. Oper. Res., 2017
A population-based fast algorithm for a billion-dimensional resource allocation problem with integer variables.
Eur. J. Oper. Res., 2017
Multimodal Optimization by Covariance Matrix Self-Adaptation Evolution Strategy with Repelling Subpopulations.
Evol. Comput., 2017
Approximated set-valued mapping approach for handling multiobjective bilevel problems.
Comput. Oper. Res., 2017
Towards faster convergence of evolutionary multi-criterion optimization algorithms using Karush Kuhn Tucker optimality based local search.
Comput. Oper. Res., 2017
Finding near-optimum and diverse solutions for a large-scale 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 multi-objective 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
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
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017
A Comparative Study of Fast Adaptive Preference-Guided Evolutionary Multi-objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017
Empirical Investigations of Reference Point Based Methods When Facing a Massively Large Number of Objectives: First Results.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017
Classifying Metamodeling Methods for Evolutionary Multi-objective Optimization: First Results.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017
Solving the Bi-objective Traveling Thief Problem with Multi-objective Evolutionary Algorithms.
Proceedings of the Evolutionary Multi-Criterion 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 variable-length 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 multi-objective repair-based innovization procedure.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
A bi-objective hybrid constrained optimization (HyCon) method using a multi-objective and penalty function approach.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Multi-objective 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 Multi-objective Optimization, 2017
2016
Multi-Criteria Code Refactoring Using Search-Based 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 Theory-Based Proximity Measure for Set-Based Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2016
Uniform adaptive scaling of equality and inequality constraints within hybrid evolutionary-cum-classical optimization.
Soft Comput., 2016
Extracting from the relaxed for large-scale semi-continuous variable nondominated frontiers.
J. Glob. Optim., 2016
On the use of many quality attributes for software refactoring: a many-objective search-based software engineering approach.
Empir. Softw. Eng., 2016
CoRR, 2016
Structural topology optimization using multi-objective 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 Pareto-Set: A Case of Opposition Based Solution Generation Scheme.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Towards a Better Diversity of Evolutionary Multi-Criterion Optimization Algorithms using Local Searches.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Best Order Sort: A New Algorithm to Non-dominated Sorting for Evolutionary Multi-objective 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 Multi-objective 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 Multi-Objective Optimization Algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Breaking the Billion-Variable Barrier in Real-World 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
Karush-Kuhn-Tucker Proximity Measure for Multi-Objective 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 Multi-objective Optimization of Invariant-Noise 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 many-objective problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
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 preference-based evolutionary multi-objective optimization of variable-noise problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
High dimensional model representation for solving expensive multi-objective optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Center-based initialization of cooperative co-evolutionary algorithm for large-scale optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
An evolutionary many-objective 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 Many-Objective Optimization Algorithm Based on Dominance and Decomposition.
IEEE Trans. Evol. Comput., 2015
IEEE Trans. Cybern., 2015
J. Softw. Evol. Process., 2015
Inf. Sci., 2015
Generalized higher-level automated innovization with application to inventory management.
Eur. J. Oper. Res., 2015
Feasibility preserving constraint-handling 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 Quantum-Inspired Differential Evolution Based Wrapper for Feature Subset Selection.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2015
A Multimodal Approach for Evolutionary Multi-objective Optimization (MEMO): Proof-of-Principle Results.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015
Towards Understanding Bilevel Multi-objective Optimization with Deterministic Lower Level Decisions.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015
U-NSGA-III: A Unified Evolutionary Optimization Procedure for Single, Multiple, and Many Objectives: Proof-of-Principle Results.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015
An Optimality Theory Based Proximity Measure for Evolutionary Multi-Objective and Many-Objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015
Unwanted Feature Interactions Between the Problem and Search Operators in Evolutionary Multi-objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015
Temporal Innovization: Evolution of Design Principles Using Multi-objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015
An integrated approach involving EMO and HYDRUS-2D software for SWRT-based precision irrigation.
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
Effect of selection operator on NSGA-III in single, multi, and many-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Sensitivity analysis of Penalty-based Boundary Intersection on aggregation-based 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
Multi-scenario, multi-objective 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
An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point Based Nondominated Sorting Approach, Part II: Handling Constraints and Extending to an Adaptive Approach.
IEEE Trans. Evol. Comput., 2014
An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based 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 multi-objective optimization algorithm with a limited number of decision maker calls.
Eur. J. Oper. Res., 2014
Evol. Comput., 2014
Finding optimal strategies in a multi-period multi-leader-follower 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 search-based software engineering: finding tradeoffs among 15 objectives for automating software refactoring using NSGA-III.
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
Multi-scenario optimization using multi-criterion 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 many-objective 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 Pareto-dominance relations.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
Proceedings of the Metaheuristics for Dynamic Optimization, 2013
IEEE Trans. Evol. Comput., 2013
IEEE Trans. Evol. Comput., 2013
Multi-objective optimal path planning using elitist non-dominated 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
Two-step 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 many-objective optimization problems.
Appl. Soft Comput., 2013
Multi-objective 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 Multi-Objective 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 Many-Objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013
Innovization: Discovery of Innovative Solution Principles Using Multi-Objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013
Multi-objective 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 Multi-objective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Solving clustering problems using bi-objective 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 bi-objective 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
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Proceedings of the Handbook of Natural Computing, 2012
Design of particle-reinforced polyurethane mould materials for soft tooling process using evolutionary multi-objective optimization algorithms.
Soft Comput., 2012
Evol. Comput., 2012
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 point-based evolutionary multi-objective 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 Pareto-optimal 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 bi-objective and penalty function approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Probabilistic constraint handling in the framework of joint evolutionary-classical optimization with engineering applications.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Approximating a multi-dimensional 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 Bio-Inspired Computing: Theories and Applications (BIC-TA 2012), 2012
Identification and Impact Assessment of High-Priority Field Failures in Passenger Vehicles Using Evolutionary Optimization.
Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012), 2012
Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012), 2012
Constructive Solid Geometry Based Topology Optimization Using Evolutionary Algorithm.
Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012), 2012
PHI Learning Private Limited, ISBN: 978-81-203-4678-9, 2012
2011
Improving convergence of evolutionary multi-objective optimization with local search: a concurrent-hybrid algorithm.
Nat. Comput., 2011
Parent to Mean-Centric Self-Adaptation in SBX Operator for Real-Parameter 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 multi-objective optimization.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Multi-objective design and analysis of robot gripper configurations using an evolutionary-classical 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 Multi-Criterion Optimization, 2011
A Bi-objective Based Hybrid Evolutionary-Classical Algorithm for Handling Equality Constraints.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2011
Automated Innovization for Simultaneous Discovery of Multiple Rules in Bi-objective Problems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2011
Higher-level 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
Multi-objective Optimisation and Multi-criteria Decision Making for FDM Using Evolutionary Approaches.
Proceedings of the Multi-objective Evolutionary Optimisation for Product Design and Manufacturing., 2011
Proceedings of the Multi-objective Evolutionary Optimisation for Product Design and Manufacturing., 2011
Proceedings of the Multi-objective Evolutionary Optimisation for Product Design and Manufacturing., 2011
Product Portfolio Selection of Designs Through an Analysis of Lower-Dimensional Manifolds and Identification of Common Properties.
Proceedings of the Multi-objective 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 Preference-Based Multiobjective Evolutionary Algorithms.
IEEE Trans. Evol. Comput., 2010
An Efficient and Accurate Solution Methodology for Bilevel Multi-Objective Programming Problems Using a Hybrid Evolutionary-Local-Search Algorithm.
Evol. Comput., 2010
An interactive evolutionary multi-objective 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
Multi-objective Performance Optimization of Thermo-Electric 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 Multi-objective 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 multi-objective 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 multi-objective 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 multi-objective 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 bi-objective and penalty function approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Automated discovery of vital knowledge from Pareto-optimal 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 envelope-based multi-objective evolutionary algorithm.
Eur. J. Oper. Res., 2009
A Classical-cum-Evolutionary Multi-objective 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 Time-of-Flight Data from Ultrasound Transmission Tomography.
Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009
Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009
A Hybrid Integrated Multi-Objective Optimization Procedure for Estimating Nadir Point.
Proceedings of the Evolutionary Multi-Criterion 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 Archive-based Micro Genetic Algorithm (AMGA) on the CEC09 test problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Local search based evolutionary multi-objective 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 multi-objective 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 multi-objective evolutionary optimization: a case study on a hydro-thermal power dispatch problem.
J. Glob. Optim., 2008
J. Comput. Sci. Technol., 2008
Omni-optimizer: A generic evolutionary algorithm for single and multi-objective optimization.
Eur. J. Oper. Res., 2008
A Local Search Based Evolutionary Multi-objective 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 multi-dimensional pareto-optimal 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 domain-specific 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 no-loss strategies for the game of tic-tac-toe using a customized genetic algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Multiobjective Optimization, 2008
Towards generating diverse topologies of path tracing compliant mechanisms using a local search based multi-objective genetic algorithm procedure.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Dimensionality reduction of objectives and constraints in multi-objective 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 multi-objective 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 Multi-objective Adaptive Meta-modeling 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 Pareto-optimal solutions using classical and evolutionary generating methods.
Eur. J. Oper. Res., 2007
Interplanetary Trajectory Optimization with Swing-Bys Using Evolutionary Multi-objective Optimization.
Proceedings of the Advances in Computation and Intelligence, 2007
A Hybrid Evolutionary Multi-objective 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 multi-objective optimization and decision-making using reference direction method.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Non-linear Dimensionality Reduction Procedures for Certain Large-Dimensional Multi-objective Optimization Problems: Employing Correntropy and a Novel Maximum Variance Unfolding.
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007
Dynamic Multi-objective Optimization and Decision-Making Using Modified NSGA-II: A Case Study on Hydro-thermal Power Scheduling.
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007
I-MODE: An Interactive Multi-objective Optimization and Decision-Making Using Evolutionary Methods.
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007
Hybridization of SBX based NSGA-II and sequential quadratic programming for solving multi-objective optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Trading on infeasibility by exploiting constraint's criticality through multi-objectivization: A system design perspective.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Three-dimensional offline path planning for UAVs using multiobjective evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
A hybrid multi-objective optimization procedure using PCX based NSGA-II and sequential quadratic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Finding trade-off solutions close to KKT points using evolutionary multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Reliability-based optimization for multiple constraints with evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
The sequential optimization-constraint multi-objective 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 Multi-Objective Evolutionary Procedure.
Proceedings of the Analysis of Biological Data: A Soft Computing Approach, 2007
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 Non-dominated Solutions in Many-Objective Problems.
Proceedings of the Parallel Problem Solving from Nature, 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
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Practical Approaches to Multi-Objective Optimization, 10.12., 2006
A Population-Based, Parent Centric Procedure for Constrained Real-Parameter Optimization.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Improved Pruning of Non-Dominated Solutions Based on Crowding Distance for Bi-Objective 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 epsilon-Domination Based Multi-Objective Evolutionary Algorithm for a Quick Computation of Pareto-Optimal 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 Multi-objective Optimization Method.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005
Evolutionary Multi-objective Environmental/Economic Dispatch: Stochastic Versus Deterministic Approaches.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005
Proceedings of the Practical Approaches to Multi-Objective Optimization, 2005
Proceedings of the Practical Approaches to Multi-Objective Optimization, 2005
Proceedings of the Practical Approaches to Multi-Objective Optimization, 2005
Proceedings of the Practical Approaches to Multi-Objective 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 Large-Scale 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 Multi-objective Evolutionary Computation.
Proceedings of the Genetic and Evolutionary Computation, 2004
Optimal Operating Conditions for Overhead Crane Maneuvering Using Multi-objective 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 Multi-objective Evolutionary Algorithms.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003
Dynamic Multiobjective Optimization Problems: Test Cases, Approximation, and Applications.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003
Proceedings of the Evolutionary Multi-Criterion 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 six-legged robot using a GA-fuzzy approach.
Robotics Auton. Syst., 2002
Evol. Comput., 2002
Evol. Comput., 2002
Evaluating Evolutionary Multi-objective Optimization Algorithms using Running Performance Metrics.
Proceedings of the Recent Advances in Simulated Evolution and Learning [extended and revised papers selected from the 4th Asia-Pacific Conference on Simulated Evolution and Learning, 2002
Running Time Analysis of Multi-objective Evolutionary Algorithms on a Simple Discrete Optimization Problem.
Proceedings of the Parallel Problem Solving from Nature, 2002
Archiving With Guaranteed Convergence And Diversity In Multi-objective 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
Genetic-Fuzzy 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 Multi-Criterion Optimization, 2001
Proceedings of the Evolutionary Multi-Criterion Optimization, 2001
Proceedings of the Evolutionary Multi-Criterion Optimization, 2001
Multi-objective optimization using evolutionary algorithms.
Wiley-Interscience series in systems and optimization, Wiley, ISBN: 978-0-471-87339-6, 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 Non-dominated Sorting GA.
Proceedings of the Parallel Problem Solving from Nature, 2000
A Fast Elitist Non-dominated Sorting Genetic Algorithm for Multi-objective Optimisation: NSGA-II.
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
Multi-objective 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
Self-Adaptation in Real-Parameter Genetic Algorithms with Simulated Binary Crossover.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999
Construction of Test Problems for Multi-Objective Optimization.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999
Model-Based 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 Genetic-Fuzzy 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
1995
Real-coded Genetic Algorithms with Simulated Binary Crossover: Studies on Multimodal and Multiobjective Problems.
Complex Syst., 1995
1994
Evol. Comput., 1994
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
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
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