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Soft Computing in Chemical and Physical Sciences : A Shift in Computing Paradigm / editors, Bhattacharyya, Sankar Prasad,.

By: Sarkar, Kanchan [author.].
Contributor(s): Bhattacharyya, Sankar Prasad [author.].
Material type: materialTypeLabelBookPublisher: Boca Raton, FL : CRC Press, 2017Edition: First edition.Description: 1 online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9781315152899; 9781351639408.Subject(s): Chemical engineering -- Data processing | Physics -- Data processing | Soft computing | SCIENCE -- Physics | SCIENCE -- Chemistry -- Physical & Theoretical | CHEMISTRYnetBASE | CHEMLIBnetBASE | Computation | Computational Physics | COMPUTERSCIENCEnetBASE | INFORMATIONSCIENCEnetBASE | Physical Chemistry | PHYSICSnetBASE | SCI-TECHnetBASE | STMnetBASEAdditional physical formats: Print version: : No titleDDC classification: 660 Online resources: Click here to view.
Contents:
chapter 1 A New Computing Paradigm -- chapter 2 Genetic Algorithms -- chapter 3 Evolutionary Computing -- chapter 4 Random Mutation Hill Climbing and Simulated Annealing Methods -- chapter 5 Swarm Intelligence -- chapter 6 Application of Soft Computing in Physics -- chapter 7 Soft Computing in Chemistry -- chapter 8 Artificial Neural Networks -- chapter 9 Fuzzy Systems -- chapter 10 Quantum and Soft Computing.
Scope and content: "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 to adapt soft computing techniques to problem solving in physical and chemical research. This book is the interface between these primary sources and researchers in physics and chemistry."--Provided by publisher.
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chapter 1 A New Computing Paradigm -- chapter 2 Genetic Algorithms -- chapter 3 Evolutionary Computing -- chapter 4 Random Mutation Hill Climbing and Simulated Annealing Methods -- chapter 5 Swarm Intelligence -- chapter 6 Application of Soft Computing in Physics -- chapter 7 Soft Computing in Chemistry -- chapter 8 Artificial Neural Networks -- chapter 9 Fuzzy Systems -- chapter 10 Quantum and Soft Computing.

"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 to adapt soft computing techniques to problem solving in physical and chemical research. This book is the interface between these primary sources and researchers in physics and chemistry."--Provided by publisher.

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