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Two Player Zero Sum Multi-Stage Game Analysis Using Coevolutionary Algorithm

Nagrale, Sumedh Sopan
http://rave.ohiolink.edu/etdc/view?acc_num=wright1557144260873961

Abstract Details

2019, Master of Science in Electrical Engineering (MSEE), Wright State University, Electrical Engineering.
A New Two player zero sum multistage simultaneous Game has been developed from a real-life situation of dispute between two individual. Research identifies a multistage game as a multi-objective optimization problem and solves it using Coevolutionary algorithm which converges to a solution from pareto optimal solution. A comparison is done between individual stage behaviour and multistage behaviour. Further, simulations over a range for Crossover rate, Mutation rate and Number of interaction is done to narrow down the range for a range with optimal computation speed. A relationship has been observed which identifies a relationship between population size, number of interactions, crossover rate, mutation rate and computational time. A point from the obtained range is then selected and applied to a new game to see if the point from the narrowed range works.
Luther Palmer III, Ph.D. (Advisor)
Pradeep Misra, Ph.D. (Committee Member)
Xiaodong Zhang, Ph.D. (Committee Member)
63 p.
Electrical Engineering
Coevolutionary Algorithm; Parameters; Game Theory; Multistage Game; computation speed; population size; Mutation rate; Crossover rate; Parameters relations equation

Recommended Citations

Citations

  • Nagrale, S. S. (2019). Two Player Zero Sum Multi-Stage Game Analysis Using Coevolutionary Algorithm [Master's thesis, Wright State University]. OhioLINK Electronic Theses and Dissertations Center. http://rave.ohiolink.edu/etdc/view?acc_num=wright1557144260873961

    APA Style (7th edition)

  • Nagrale, Sumedh Sopan. Two Player Zero Sum Multi-Stage Game Analysis Using Coevolutionary Algorithm. 2019. Wright State University, Master's thesis. OhioLINK Electronic Theses and Dissertations Center, http://rave.ohiolink.edu/etdc/view?acc_num=wright1557144260873961.

    MLA Style (8th edition)

  • Nagrale, Sumedh Sopan. "Two Player Zero Sum Multi-Stage Game Analysis Using Coevolutionary Algorithm." Master's thesis, Wright State University, 2019. http://rave.ohiolink.edu/etdc/view?acc_num=wright1557144260873961

    Chicago Manual of Style (17th edition)

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This open access ETD is published by Wright State University and OhioLINK.