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题名/责任者:

Nature-inspired computing : physics and chemistry-based algorithms / Nazmul Siddique, Hojjat Adeli.

出版发行项:

Boca Raton : CRC Press, [2020]

ISBN:

9780367573652

载体形态项:

xxv, 596 pages : illustrations ; 26 cm

个人责任者:

Siddique, N. H., author.

附加个人名称:

Adeli, Hojjat, 1950- author.

论题主题:

Biomathematics.

论题主题:

Computational intelligence.

中图法分类号:

Q-332

一般附注:

Originally published: 2017.

书目附注:

Includes bibliographical references and index.

摘要附注:

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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