Screen LibraryAdvanced optimization by nature-inspired algorithms /
This book, compiles, presents, and explains the most important meta-heuristic and evolutionary optimization algorithms whose successful performance has been proven in different fields of engineering, and it includes application of these algorithms to important engineering optimization problems. In a...
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| Group Author: | |
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| Published: |
Springer,
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| Publisher Address: | Singapore : |
| Publication Dates: | [2018] |
| Literature type: | Book |
| Language: | English |
| Series: |
Studies in computational intelligence,
Volume 720 |
| Subjects: | |
| Summary: |
This book, compiles, presents, and explains the most important meta-heuristic and evolutionary optimization algorithms whose successful performance has been proven in different fields of engineering, and it includes application of these algorithms to important engineering optimization problems. In addition, this book guides readers to studies that have implemented these algorithms by providing a literature review on developments and applications of each algorithm. This book is intended for students, but can be used by researchers and professionals in the area of engineering optimization. |
| Carrier Form: | xv, 159 pages : illustrations (some color) ; 25 cm. |
| Bibliography: | Includes bibliographical references. |
| ISBN: |
9789811052200 9811052204 981135345X 9789811353451 |
| Index Number: | QA76 |
| CLC: | TP183 |
| Call Number: | TP183/A244-1 |
| Contents: | Introduction / Babak Zolghadr-Asli, Omid Bozorg-Haddad and Xuefeng Chu -- 2 Cat Swarm Optimization (CSO) Algorithm / Mahdi Bahrami, Omid Bozorg-Haddad and Xuefeng Chu -- 3 League Championship Algorithm (LCA) / Hossein Rezaei, Omid Bozorg-Haddad and Xuefeng Chu -- 4 Anarchic Society Optimization (ASO) Algorithm / Atiyeh Bozorgi, Omid Bozorg-Haddad and Xuefeng Chu -- 5 Cuckoo Optimization Algorithm (COA) / Saba Jafari, Omid Bozorg-Haddad and Xuefeng Chu -- 6 Teaching-Learning-Based Optimization (TLBO) Algorithm / Parisa Sarzaeim, Omid Bozorg-Haddad and Xuefeng Chu -- 7 Flower Pollination Algorithm (FPA) / Marzie Azad, Omid Bozorg-Haddad and Xuefeng Chu -- 8 Krill Herd Algorithm (KHA) / Babak Zolghadr-Asli, Omid Bozorg-Haddad and Xuefeng Chu -- 9 Grey Wolf Optimization (GWO) Algorithm / Hossein Rezaei, Omid Bozorg-Haddad and Xuefeng Chu -- 10 Shark Smell Optimization (SSO) Algorithm / Sahar Mohammad-Azari, Omid Bozorg-Haddad and Xuefeng Chu -- 11 Ant Lion Optimizer (ALO) Algorithm / Melika Mani, Omid Bozorg-Haddad and Xuefeng Chu -- 12 Gradient Evolution (GE) Algorithm / Mehri Abdi-Dehkordi, Omid Bozorg-Haddad and Xuefeng Chu -- 13 Moth-Flame Optimization (MFO) Algorithm / Mahdi Bahrami, Omid Bozorg-Haddad and Xuefeng Chu -- 14 Crow Search Algorithm (CSA) / Babak Zolghadr-Asli, Omid Bozorg-Haddad and Xuefeng Chu -- 15 Dragonfly Algorithm (DA) / Babak Zolghadr-Asli, Omid Bozorg-Haddad and Xuefeng Chu. |