A Survey on the Combined Use of Optimization Methods and Game Theory

Game theory is a field of applied mathematics that studies strategic behavior of rational factors. In other words, game theory is a collection of analytical tools that can be used to make optimal choices in interactional and decision making problems. Optimization in mathematics and computer science...

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Vydané v:Archives of computational methods in engineering Ročník 27; číslo 1; s. 59 - 80
Hlavní autori: Sohrabi, Mohammad Karim, Azgomi, Hossein
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Dordrecht Springer Netherlands 01.01.2020
Springer Nature B.V
Predmet:
Algorithms
Applications of mathematics
Collection
Decision making
Engineering
Game theory
Mathematical analysis
Mathematical and Computational Engineering
Optimization
Optimization algorithms
Original Paper
Performance enhancement
ISSN:1134-3060, 1886-1784
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Popis
Shrnutí:Game theory is a field of applied mathematics that studies strategic behavior of rational factors. In other words, game theory is a collection of analytical tools that can be used to make optimal choices in interactional and decision making problems. Optimization in mathematics and computer science is the choice of the best member of an existing collection for a specific purpose. Several optimization methods have been used in many problems to minimize costs or maximize profits. From a particular point of view, it can be said that the game theory is in fact a kind of optimization. In this paper, a combined use of game theory and optimization algorithms has been reviewed and a new categorization is presented for researches which have been conducted in this area. In some of these combinations, game theory has been used to improve the performance of optimization algorithms, and in some others, optimizations methods help to solve game theory problems. Game theory and optimization algorithms are also used together to solve some other problems.
Bibliografia:ObjectType-Article-1
SourceType-Scholarly Journals-1
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content type line 14
ISSN:1134-3060
1886-1784
DOI:10.1007/s11831-018-9300-5