Advanced 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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Médium: Elektronický zdroj E-kniha
Jazyk:angličtina
Vydáno: Singapore : Springer Singapore , 2018.
Vydání:1st ed. 2018.
Edice:Studies in Computational Intelligence, 720
Témata:
Computational intelligence.
Mathematical optimization.
Artificial intelligence.
Operations research.
Decision making.
Mechanics.
Mechanics, Applied.
Optical data processing.
ISBN:9789811052217
ISSN:1860-949X ;
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Obsah:
  • Introduction
  • Cat Swarm Optimization (CSO) Algorithm
  • League Championship Algorithm (LCA)
  • Anarchic Society Optimization (ASO) Algorithm
  • Cuckoo Optimization Algorithm (COA)
  • Teaching-Learning-Based Optimization (TLBO) Algorithm
  • Flower pollination Algorithm (FPA)
  • Krill Herd Algorithm (KHA)
  • Grey Wolf Optimization (GWO) Algorithm
  • Shark Smell Optimization (SSO) Algorithm
  • Ant Lion Optimizer (ALO) Algorithm
  • Gradient Evolution (GE) Algorithm
  • Moth-Flame Optimization (MFO) Algorithm
  • Crow Search Algorithm (CSA)
  • Dragonfly Algorithm (DA).

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