Buch, Englisch, 622 Seiten, Format (B × H): 183 mm x 257 mm, Gewicht: 1256 g
Physics and Chemistry-Based Algorithms
Buch, Englisch, 622 Seiten, Format (B × H): 183 mm x 257 mm, Gewicht: 1256 g
ISBN: 978-1-4822-4482-3
Verlag: Taylor & Francis
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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Swarm Intelligence-Based Algorithms. Bio-Inspired Algorithms. Physics and Chemistry-Based Algorithms.