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Nature-Inspired Computing
Physics and Chemistry-Based Algorithms
Udgivet af Taylor & Francis Ltd
ISBN
9780367573652
Om denne bog
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 explori…
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Bogdetaljer
Forfatter
Nazmul H. Siddique, Hojjat Adeli
Forlag
Taylor & Francis Ltd
Kategori
Matematisk datateori
ISBN-13
9780367573652
EAN
9780367573652
Format
Hæftet
Sprog
Engelsk
sider
622
Undertitel
- Physics and Chemistry-Based Algorithms
Produktbeskrivelse
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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