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Nature-Inspired Algorithms: For Engineers and Scientists

Name: Nature-Inspired Algorithms: For Engineers and Scientists
Brand: CRC Press
SKU: 9780367750497
Price: 20507.00 INR
Availability: InStock
ISBN: 9780367750497

Contributor(s): Kumar Mishra, Krishn Author Format: Hardback

Hardback · ISBN 9780367750497

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Key Specifications

ISBN	9780367750497
Publisher	CRC Press
Publication date	October 2022
Language	English
MRP	£145.99 GBP
Page count	328
Item weight	140 g

This comprehensive reference text discusses nature inspired algorithms and their applications. It presents the methodology to write new algorithms with the help of MATLAB programs and instructions for better understanding of concepts. It covers well-known algorithms including evolutionary algorithms, genetic algorithm, particle Swarm optimization and differential evolution, and recent approached including gray wolf optimization. A separate chapter discusses test case generation using techniques such as particle swarm optimization, genetic algorithm, and differential evolution algorithm.

The book-

Discusses in detail various nature inspired algorithms and their applications

Provides MATLAB programs for the corresponding algorithm

Presents methodology to write new algorithms

Examines well-known algorithms like the genetic algorithm, particle swarm optimization and differential evolution, and recent approaches like gray wolf optimization.

Provides conceptual linking of algorithms with theoretical concepts

The text will be useful for graduate students in the field of electrical engineering, electronics engineering, computer science and engineering.

Discussing nature inspired algorithms and their applications in a single volume, this text will be useful as a reference text for graduate students in the field of electrical engineering, electronics engineering, computer science and engineering. It discusses important algorithms including deterministic algorithms, randomized algorithms, evolutionary algorithms, particle swarm optimization, big bang big crunch (BB-BC) algorithm, genetic algorithm and grey wolf optimization algorithm. "

Nature-Inspired Algorithms: For Engineers and Scientists

Key Specifications

Kumar Mishra, Krishn Author

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