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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.
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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