Profile The profile is based on mining the text of the experts' scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

  • 4 Similar Profiles
Multiobjective optimization Engineering & Materials Science
Evolutionary algorithms Engineering & Materials Science
Genetic algorithms Engineering & Materials Science
Evolutionary multiobjective Optimization Mathematics
Multi-objective Optimization Mathematics
Evolutionary Algorithms Mathematics
Optimization Problem Mathematics
Optimization Algorithm Mathematics

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Grants 2012 2020

Publications 1989 2018

An Efficient Nondominated Sorting Algorithm for Large Number of Fronts

Roy, P. C., Deb, K. & Islam, M. M. Jan 12 2018 (Accepted/In press) In : IEEE Transactions on Cybernetics.

Research output: Contribution to journalArticle

Cybernetics
Stochastic systems
Sorting
Evolutionary algorithms
Statistics
4 Citations

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

Sinha, A., Malo, P. & Deb, K. Apr 1 2018 In : IEEE Transactions on Evolutionary Computation. 22, 2, p. 276-295 20 p.

Research output: Contribution to journalReview article

Bilevel Optimization
Evolutionary Computation
Evolutionary algorithms
Optimization Problem
Text Analysis

A Taxonomy for Metamodeling Frameworks for Evolutionary Multi-Objective Optimization

Deb, K., Hussein, R., Roy, P. C. & Toscano, G. Apr 17 2018 (Accepted/In press) In : IEEE Transactions on Evolutionary Computation.

Research output: Contribution to journalArticle

Evolutionary multiobjective Optimization
Metamodeling
Taxonomies
Multiobjective optimization
Taxonomy

CHIP: Constraint Handling with Individual Penalty approach using a hybrid evolutionary algorithm

Datta, R., Deb, K. & Kim, J. H. Feb 19 2018 (Accepted/In press) In : Neural Computing and Applications. p. 1-17 17 p.

Research output: Contribution to journalArticle

Evolutionary algorithms
Function evaluation
Costs

Evaluation of the migrated solutions for distributing reference point-based multi-objective optimization algorithms

Altinoz, O. T., Deb, K. & Yilmaz, A. E. Jan 1 2018 (Accepted/In press) In : Information Sciences.

Research output: Contribution to journalArticle

Reference Point
Multiobjective optimization
Multi-objective Optimization
Optimization Algorithm
Crossover Operator