Soft Computing in Chemical and Physical Sciences: A Shift in Computing Paradigm [NulledPremium]

Book details

Hardcover: 428 pages
Format : pdf
Size : 13 MB
Publisher: CRC Press; 1 edition (22 November 2017)
Language: English
ISBN-10: 1498755933
ISBN-13: 978-1498755931
About this book:
This book can be regarded as ‘Soft computing for physicists and chemists self-taught’. It prepares the readers with a solid background of soft computing and how toadapt soft computing techniques to problem solving in physical and chemical research. Soft computing methods have been little explored by researchers in physical and chemical sciences primarily because of the absence of books that bridge the gap between the traditional computing paradigm pursued by researchers in science and the new soft computing paradigm that has emerged in computer science. This book is the interface between these primary sources and researchers in physics and chemistry.

The major components of soft computing discussed in this book include:

1. Genetic algorithms
2. Evolutionary and genetic computing
3. Swarm/collective intelligence methods
4. Artificial neural networks
5. Simulated annealing
6. Fuzzy set and fuzzy-logic-based methods

Additionally, the possibility of interfacing soft computing with yet another emerging paradigm, quantum computing, is included as a special, futuristic topic.

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