Kalyanmoy Deb

Research interests

Publications

• Pymoo: Multi-Objective Optimization in Python

  IEEE Access · 2020 · 10.1109/access.2020.2990567

• An Evolutionary Many-Objective Optimization Algorithm Based on Dominance and Decomposition

  IEEE Transactions on Evolutionary Computation · 2014 · 10.1109/tevc.2014.2373386

• An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints

  IEEE Transactions on Evolutionary Computation · 2013 · https://doi.org/10.1109/tevc.2013.2281535

• Multi-objective Optimization

  Journal · 2013 · 10.1007/978-1-4614-6940-7_15

• Multi-objective Optimization

  Journal · 2013 · 10.1007/978-1-4614-6940-7_15

• An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point Based Nondominated Sorting Approach, Part II: Handling Constraints and Extending to an Adaptive Approach

  IEEE Transactions on Evolutionary Computation · 2013 · 10.1109/tevc.2013.2281534

• Evolutionary multi-criterion optimization

  Journal · 2010 · 10.1145/1830761.1830909

• Scalable Test Problems for Evolutionary Multiobjective Optimization

  Advanced information and knowledge processing · 2005 · 10.1007/1-84628-137-7_6

• Problem Definitions and Evaluation Criteria for the CEC 2005 Special Session on Real-Parameter Optimization

  Journal · 2005

• Optimization for Engineering Design: Algorithms and Examples

  Journal · 2004

• Scalable multi-objective optimization test problems

  Journal · 2003 · 10.1109/cec.2002.1007032

• A fast and elitist multiobjective genetic algorithm: NSGA-II

  IEEE Transactions on Evolutionary Computation · 2002 · https://doi.org/10.1109/4235.996017

• Combining Convergence and Diversity in Evolutionary Multiobjective Optimization

  Evolutionary Computation · 2002 · 10.1162/106365602760234108

• A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II

  Zenodo (CERN European Organization for Nuclear Research) · 2002 · 10.5281/zenodo.6487417

• Multi-Objective Optimization Using Evolutionary Algorithms

  Andalas University Repository (Andalas University) · 2001

• An efficient constraint handling method for genetic algorithms

  Computer Methods in Applied Mechanics and Engineering · 2000 · 10.1016/s0045-7825(99)00389-8

• Comparison of Multiobjective Evolutionary Algorithms: Empirical Results

  Evolutionary Computation · 2000 · https://doi.org/10.1162/106365600568202

• A Fast Elitist Non-dominated Sorting Genetic Algorithm for Multi-objective Optimization: NSGA-II

  Lecture notes in computer science · 2000 · https://doi.org/10.1007/3-540-45356-3_83

• An introduction to genetic algorithms

  Sadhana · 1999 · 10.1007/bf02823145

• Multi-objective Genetic Algorithms: Problem Difficulties and Construction of Test Problems

  Evolutionary Computation · 1999 · 10.1162/evco.1999.7.3.205

• A combined genetic adaptive search (GeneAS) for engineering design

  Journal · 1996

• Simulated Binary Crossover for Continuous Search Space.

  Complex Systems · 1995

• Muiltiobjective Optimization Using Nondominated Sorting in Genetic Algorithms

  Evolutionary Computation · 1994 · https://doi.org/10.1162/evco.1994.2.3.221

• A Comparative Analysis of Selection Schemes Used in Genetic Algorithms

  Foundations of genetic algorithms · 1991 · 10.1016/b978-0-08-050684-5.50008-2

• Messy genetic algorithms: motivation, analysis, and first results

  Complex Systems · 1989

Current projects

No projects listed.