Soft Computing in Chemical and Physical Sciences: A Shift in Computing Paradigm
by: Kanchan Sarkar – Sankar Prasad Bhattacharyya
ISBN-10: 1498755933
ISBN-13: 9781498755931
Edition 版次: 1
Publication Date 出版日期: 2017-11-03
Print Length 页数: 428
Book Description
By finelybook
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. 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.
Contents
Preface
Authors
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
Index
