Nature-Inspired Computing: Physics and Chemistry-Based Algorithms

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Nature-Inspired Computing: Physics and Chemistry-Based Algorithms

Nazmul H. Siddique (Author), Hojjat Adeli (Author)

ISBN10: 1482244829

ISBN13: 978-1482244823

Nature-Inspired Computing: Physics and Chemistry-Based Algorithms

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Nature-Inspired Computing: Physics and Chemistry-Based Algorithms provides a comprehensive introduction to the methodologies and algorithms in nature-inspired computing, with an emphasis on applications to real-life engineering problems.

The research interest for Nature-inspired Computing has grown considerably exploring different phenomena observed in nature and basic principles of physics, chemistry, and biology. The discipline has reached a mature stage and the field has been well-established. This endeavour is another attempt at investigation into various computational schemes inspired from nature, which are presented in this book with the development of a suitable framework and industrial applications.

Designed for senior undergraduates, postgraduates, research students, and professionals, the book is written at a comprehensible level for students who have some basic knowledge of calculus and differential equations, and some exposure to optimization theory. Due to the focus on search and optimization, the book is also appropriate for electrical, control, civil, industrial and manufacturing engineering, business, and economics students, as well as those in computer and information sciences.

With the mathematical and programming references and applications in each chapter, the book is self-contained, and can also serve as a reference for researchers and scientists in the fields of system science, natural computing, and optimization.

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title Nature-Inspired Computing
subtitle Physics and Chemistry-Based Algorithms
authors Nazmul H. Siddique
publisher Chapman and Hall/CRC
publishedDate 2016-01-15
description This book provides a comprehensive introduction to nature-inspired computing, with an emphasis on applications to real-life engineering problems. The book focuses on physics and chemistry-based algorithms, including gravitational search algorithms, central force optimization, harmony search, and more. The book investigates natural phenomena, presents different algorithms, and discusses their application to search and optimisation problems with simulation examples.
pageCount 250
printType BOOK
categories Computers
maturityRating NOT_MATURE
panelizationSummary
language en
canonicalVolumeLink https://books.google.com/books/about/Nature_Inspired_Computing.html?hl=&id=0kidoAEACAAJ

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