Multi-objective combinatorial optimization problems and solution methods

by Rahimi, Iman Talatahari, Siamak Toloo, Mehdi

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Title Statements

Full title :Multi-objective combinatorial optimization problems and solution methods / edited by Mehdi Toloo, Siamak Talatahari and Iman Rahimi.

Edition Statements

Publication Date:2022.

Publication Statements

Publisher(s):Academic Press
Place of Publication:London
Language:eng
Publication Date:2022.

The Physical Object

Description:1 online resource

Edition Identifiers

ISBN:9780128238004, 0128238003
oclc:on1296408831
LC Classification:QA402.5
Dewey Decimal:519.6/4

Front cover -- Half title -- Title -- Copyright -- Dedication -- Contents -- Contributors -- Editors Biography -- Preface -- Acknowledgments -- Chapter 1 Multiobjective combinatorial optimization problems: social, keywords, and journal maps -- 1.1 Introduction -- 1.2 Methodology -- 1.3 Data and basic statistics -- 1.4 Results and discussion -- 1.4.1 Mapping the cognitive space -- 1.4.2 Mapping the social space -- 1.5 Conclusions and direction for future research -- References

Chapter 2 The fundamentals and potential of heuristics and metaheuristics for multiobjective combinatorial optimization problems and solution methods -- 2.1 Introduction -- 2.2 Multiobjective combinatorial optimization -- 2.3 Heuristics concepts -- 2.4 Metaheuristics concepts -- 2.5 Heuristics and metaheuristics examples -- 2.5.1 Tabu search -- 2.6 Evolutionary algorithms (EA) -- 2.7 Genetic algorithms (GA) -- 2.8 Simulated annealing -- 2.9 Particle swarm optimization (PSO) -- 2.10 Scatter search (SS) -- 2.11 Greedy randomized adaptive search procedures (GRASP) -- 2.12 Ant-colony optimization

2.13 Clustering search -- 2.14 Hybrid metaheuristics -- 2.15 Differential evolution (DE) -- 2.16 Teaching learning-b…