List of works - Kalyanmoy Deb

A Hybrid Framework for Evolutionary Multi-Objective Optimization

scientific article

A Hybrid Integrated Multi-Objective Optimization Procedure for Estimating Nadir Point

A Local Search Based Evolutionary Multi-objective Optimization Approach for Fast and Accurate Convergence

A Novel Class of Test Problems for Performance Evaluation of Niching Methods

A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications

article

A computationally efficient evolutionary algorithm for real-parameter optimization

scientific article published on 01 January 2002

A dual-population paradigm for evolutionary multiobjective optimization

A novel multi-objective model calibration method for ecohydrological applications

A novel selection mechanism for evolutionary algorithms with metameric variable-length representations

scientific article published in 2020

A review of hybrid evolutionary multiple criteria decision making methods

article

An Efficient Nondominated Sorting Algorithm for Large Number of Fronts

scientific article published on 12 January 2018

An efficient and accurate solution methodology for bilevel multi-objective programming problems using a hybrid evolutionary-local-search algorithm

scientific article published in January 2010

Code-Smell Detection as a Bilevel Problem

Combining convergence and diversity in evolutionary multiobjective optimization

scientific article published on 01 January 2002

Comparison between MOEA/D and NSGA-III on a set of novel many and multi-objective benchmark problems with challenging difficulties

scientific article published in 2019

Constraint handling in efficient global optimization

scientific article published in July 2017

Decision tree analysis to evaluate risks associated with lameness on dairy farms with automated milking systems

scientific article published in 2022

Derived heuristics-based consistent optimization of material flow in a gold processing plant

article

Difficulty Adjustable and Scalable Constrained Multiobjective Test Problem Toolkit

scientific article published on 23 May 2019

Effect of Objective Normalization and Penalty Parameter on Penalty Boundary Intersection Decomposition Based Evolutionary Many-objective Optimization Algorithms

scientific article published on 22 June 2020

Efficient Nondomination Level Update Method for Steady-State Evolutionary Multiobjective Optimization

scientific article published on 8 November 2016

Empirical Investigations of Reference Point Based Methods When Facing a Massively Large Number of Objectives: First Results

Evaluating the epsilon-domination based multi-objective evolutionary algorithm for a quick computation of Pareto-optimal solutions

scientific article published in January 2005

Guest Editorial Special Issue on Preference-Based Multiobjective Evolutionary Algorithms

Guest Editorial for the 8 th Symposium on Search Based Software Engineering Special Section

scientific article published on 09 February 2018

Handling Multiple Scenarios in Evolutionary Multiobjective Numerical Optimization

article by Kalyanmoy Deb et al published December 2018 in IEEE Transactions on Evolutionary Computation

Improving convergence of evolutionary multi-objective optimization with local search: a concurrent-hybrid algorithm

Improving the performance of genetic algorithms for land-use allocation problems

Interpretable Rule Discovery Through Bilevel Optimization of Split-Rules of Nonlinear Decision Trees for Classification Problems

scientific article published on 01 December 2020

Interrelationship-Based Selection for Decomposition Multiobjective Optimization

scientific article published on 4 December 2014

Introducing robustness in multi-objective optimization

scientific article published in January 2006

Local search based evolutionary multi-objective optimization algorithm for constrained and unconstrained problems

scholarly article published May 2009

MORE: A multi-objective refactoring recommendation approach to introducing design patterns and fixing code smells

Muiltiobjective Optimization Using Nondominated Sorting in Genetic Algorithms

scholarly article by N. Srinivas & Kalyanmoy Deb published September 1994 in Evolutionary Computation

Multi-objective code-smells detection using good and bad design examples

Multimodal Optimization Using a Bi-Objective Evolutionary Algorithm ⬇️

scientific article published on December 2, 2011

Multimodal Optimization by Covariance Matrix Self-Adaptation Evolution Strategy with Repelling Subpopulations

scientific article published on 12 April 2016

Multiple Criteria Decision Making, Multiattribute Utility Theory: Recent Accomplishments and What Lies Ahead

Nadir Point Estimation Using Evolutionary Approaches: Better Accuracy and Computational Speed Through Focused Search

Optimum design of laminated composite plates with cutouts undergoing large amplitude oscillations

Pymoo: Multi-Objective Optimization in Python

scientific article published in 2020

R-Metric: Evaluating the Performance of Preference-Based Evolutionary Multiobjective Optimization Using Reference Points

Reducing the loss of agricultural productivity due to compact urban development in municipalities of Switzerland

scientific article published in September 2017

Reliable classification of two-class cancer data using evolutionary algorithms

scientific article

Reliable underwater dipole source characterization in 3D space by an optimally designed artificial lateral line system

scientific article published on 28 March 2017

Seeking Multiple Solutions: An Updated Survey on Niching Methods and Their Applications

Test problem construction for single-objective bilevel optimization

scientific article published on 14 April 2014

Toward Interpretable-AI Policies Using Evolutionary Nonlinear Decision Trees for Discrete-Action Systems

scientific article published on 23 June 2022

Toward an Estimation of Nadir Objective Vector Using a Hybrid of Evolutionary and Local Search Approaches

Uncertainty Handling in Bilevel Optimization for Robust and Reliable Solutions

article by Zhichao Lu et al published 19 December 2018 in International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems

Using multi-objective optimization to secure fertile soils across municipalities

scientific article published in August 2018

List of works by Kalyanmoy Deb

A Hybrid Framework for Evolutionary Multi-Objective Optimization

A Hybrid Integrated Multi-Objective Optimization Procedure for Estimating Nadir Point

A Local Search Based Evolutionary Multi-objective Optimization Approach for Fast and Accurate Convergence

A Novel Class of Test Problems for Performance Evaluation of Niching Methods

A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications

A computationally efficient evolutionary algorithm for real-parameter optimization

A dual-population paradigm for evolutionary multiobjective optimization

A novel multi-objective model calibration method for ecohydrological applications

A novel selection mechanism for evolutionary algorithms with metameric variable-length representations

A review of hybrid evolutionary multiple criteria decision making methods

An Efficient Nondominated Sorting Algorithm for Large Number of Fronts

An efficient and accurate solution methodology for bilevel multi-objective programming problems using a hybrid evolutionary-local-search algorithm

Code-Smell Detection as a Bilevel Problem

Combining convergence and diversity in evolutionary multiobjective optimization

Comparison between MOEA/D and NSGA-III on a set of novel many and multi-objective benchmark problems with challenging difficulties

Constraint handling in efficient global optimization

Decision tree analysis to evaluate risks associated with lameness on dairy farms with automated milking systems

Derived heuristics-based consistent optimization of material flow in a gold processing plant

Difficulty Adjustable and Scalable Constrained Multiobjective Test Problem Toolkit

Effect of Objective Normalization and Penalty Parameter on Penalty Boundary Intersection Decomposition Based Evolutionary Many-objective Optimization Algorithms

Efficient Nondomination Level Update Method for Steady-State Evolutionary Multiobjective Optimization

Empirical Investigations of Reference Point Based Methods When Facing a Massively Large Number of Objectives: First Results

Evaluating the epsilon-domination based multi-objective evolutionary algorithm for a quick computation of Pareto-optimal solutions

Guest Editorial Special Issue on Preference-Based Multiobjective Evolutionary Algorithms

Guest Editorial for the 8 th Symposium on Search Based Software Engineering Special Section

Handling Multiple Scenarios in Evolutionary Multiobjective Numerical Optimization

Improving convergence of evolutionary multi-objective optimization with local search: a concurrent-hybrid algorithm

Improving the performance of genetic algorithms for land-use allocation problems

Interpretable Rule Discovery Through Bilevel Optimization of Split-Rules of Nonlinear Decision Trees for Classification Problems

Interrelationship-Based Selection for Decomposition Multiobjective Optimization

Introducing robustness in multi-objective optimization

Local search based evolutionary multi-objective optimization algorithm for constrained and unconstrained problems

MORE: A multi-objective refactoring recommendation approach to introducing design patterns and fixing code smells

Muiltiobjective Optimization Using Nondominated Sorting in Genetic Algorithms

Multi-objective code-smells detection using good and bad design examples

Multimodal Optimization Using a Bi-Objective Evolutionary Algorithm ⬇️

Multimodal Optimization by Covariance Matrix Self-Adaptation Evolution Strategy with Repelling Subpopulations

Multiple Criteria Decision Making, Multiattribute Utility Theory: Recent Accomplishments and What Lies Ahead

Nadir Point Estimation Using Evolutionary Approaches: Better Accuracy and Computational Speed Through Focused Search

Optimum design of laminated composite plates with cutouts undergoing large amplitude oscillations

Pymoo: Multi-Objective Optimization in Python

R-Metric: Evaluating the Performance of Preference-Based Evolutionary Multiobjective Optimization Using Reference Points

Reducing the loss of agricultural productivity due to compact urban development in municipalities of Switzerland

Reliable classification of two-class cancer data using evolutionary algorithms

Reliable underwater dipole source characterization in 3D space by an optimally designed artificial lateral line system

Seeking Multiple Solutions: An Updated Survey on Niching Methods and Their Applications

Test problem construction for single-objective bilevel optimization

Toward Interpretable-AI Policies Using Evolutionary Nonlinear Decision Trees for Discrete-Action Systems

Toward an Estimation of Nadir Objective Vector Using a Hybrid of Evolutionary and Local Search Approaches

Uncertainty Handling in Bilevel Optimization for Robust and Reliable Solutions

Using multi-objective optimization to secure fertile soils across municipalities

Using semi-independent variables to enhance optimization search

Variable Interaction in Multi-objective Optimization Problems