Metaheuristics: Outlines,MATLAB Codes and Examples
Authors: Ali Kaveh – Taha Bakhshpoori
ISBN-10: 3030040666
ISBN-13: 9783030040666
Edition 版本: 1st ed. 2019
Released: 2019-04-01
Pages: 190 pages
Book Description
The book presents eight well-known and often used algorithms besides nine newly developed algorithms by the first author and his students in a practical implementation framework.
Matlab codes and some benchmark structural optimization problems are provided. The aim is to provide an efficient context for experienced researchers or readers not familiar with theory,applications and computational developments of the considered metaheuristics.
The information will also be of interest to readers interested in application of metaheuristics for hard optimization,comparing conceptually different metaheuristics and designing new metaheuristics.
1.Introduction
2.Preliminaries and Frameworks
3.Artificial Bee Colony Algorithm
4.Big Bang-Big Crunch Algorithm
5.Teaching-Learning-Based Optimization Algorithm
6.Imperialist Competitive Algorithm
7.Cuckoo Search Algorithm
8.Charged System Search Algorithm
9.Ray Optimization Algorithm
10.Colliding Bodies Optimization Algorithm
11.Tug of War Optimization Algorithm
12.Water Evaporation Optimization Algorithm
13.Vibrating Particles System Algorithm
14.Cyclical Parthenogenesis Algorithm
15.Thermal Exchange Optimization Algorithm
