This book is a delight for academics, researchers and professionals working in evolutionary and swarm computing, computational intelligence, machine learning and engineering design, as well as search and optimization in general. It provides an introduction to the design and development of a number of popular and recent swarm and evolutionary algorithms with a focus on their applications in engineering problems in diverse domains. The topics discussed include particle swarm optimization, the artificial bee colony algorithm, Spider Monkey optimization algorithm, genetic algorithms, constrained multi-objective evolutionary algorithms, genetic programming, and evolutionary fuzzy systems. A friendly and informative treatment of the topics makes this book an ideal reference for beginners and those with experience alike.
| ISBN: | 9783319913391 |
| Publication date: | 15th June 2018 |
| Author: | Jagdish Chand Bansal, Pramod Kumar Singh, Nikhil R Pal |
| Publisher: | Springer an imprint of Springer International Publishing |
| Format: | Hardback |
| Pagination: | 190 pages |
| Series: | Studies in Computational Intelligence |
| Genres: |
Artificial intelligence |
This book is a delight for academics, researchers and professionals working in evolutionary and swarm computing, computational intelligence, machine learning and engineering design, as well as search and optimization in general. It provides an introduction to the design and development of a number of popular and recent swarm and evolutionary algorithms with a focus on their applications in engineering problems in diverse domains. The topics discussed include particle swarm optimization, the artificial bee colony algorithm, Spider Monkey optimization algorithm, genetic algorithms, constrained multi-objective evolutionary algorithms, genetic programming, and evolutionary fuzzy systems. A friendly and informative treatment of the topics makes this book an ideal reference for beginners and those with experience alike.
Evolutionary and Swarm Intelligence Algorithms features in the following genres: Artificial intelligence
Evolutionary and Swarm Intelligence Algorithms is available in Hardback
Evolutionary and Swarm Intelligence Algorithms was written by Jagdish Chand Bansal, Pramod Kumar Singh, Nikhil R Pal and published by Springer an imprint of Springer International Publishing
Evolutionary and Swarm Intelligence Algorithms has 190 pages
Yes it is part of Studies in Computational Intelligence series