Exchange Market Algorithm and its Applications

ISBN-13: 9786139904396 / Angielski / Miękka / 2018 / 276 str.

Naser Ghorbani; Ebrahim Babaei

Opis

Optimization is the process of finding the best answer or the global optimal point for a problem. Exchange market algorithm (EMA) is one of the most recent population-based optimization algorithms which was proposed for the first time by the authors of this book. This algorithm has two searcher operators as well as two absorbent operators for individuals to be absorbed by the elite person, which leads to generation and organization of the random numbers in the best way. In EMA, there are various types of shares, each individual purchases a number of shares, and then exchanges these shares. In this algorithm, it is assumed that within a single iteration the market experiences two status of oscillation and non-oscillation. In the proposed algorithm after each iteration, individuals' fitness will be investigated and people will be ranked based on the value of their possessions. The EMA has been put forward for continuous problems whose results enjoy a great capability in finding the global optimum points in continuous problems. The binary version of EMA, called binary exchange market Algorithm (BEMA), is also proposed for discrete optimization problems.

O autorze

Ghorbani, Naser
Prof. Ebrahim Babaei joined the University of Tabriz, in 2007. He is currently an Associate Editor of the IEEE Transactions on Industrial Electronics and IEEE Transactions on Power Electronics. Prof. Babaei has been included in the Top One Percent of the World's Scientists and Academics according to Thomson Reuters' list in 2015, 2016 and 2017.