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Nature-Inspired Algorithms: For Engineers and Scientists

Krishn Kumar Mishra
4.9/5 (32092 ratings)
Description: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 applicationsProvides MATLAB programs for the corresponding algorithmPresents methodology to write new algorithmsExamines 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 conceptsThe 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.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Nature-Inspired Algorithms: For Engineers and Scientists. To get started finding Nature-Inspired Algorithms: For Engineers and Scientists, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.
Pages
310
Format
PDF, EPUB & Kindle Edition
Publisher
Release
ISBN
100063759X

Nature-Inspired Algorithms: For Engineers and Scientists

Krishn Kumar Mishra
4.4/5 (1290744 ratings)
Description: 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 applicationsProvides MATLAB programs for the corresponding algorithmPresents methodology to write new algorithmsExamines 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 conceptsThe 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.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Nature-Inspired Algorithms: For Engineers and Scientists. To get started finding Nature-Inspired Algorithms: For Engineers and Scientists, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.
Pages
310
Format
PDF, EPUB & Kindle Edition
Publisher
Release
ISBN
100063759X
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