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PDF The Information and Communication Technology(ICT) has enhanced the teaching–learning process with. The goal of developing a website on courseware of Soft Computing of is to enhance teaching. Page 35, Principle of Soft Computing By S.N. Sivanandam, Wiley Publication. Or log in with.

Genetic Algorithms are adaptive heuristic search algorithm premised on the evolutionary ideas of natural selection and genetic. The basic concept of Genetic Algorithms is designed to simulate processes in natural system necessary for evolution, specifically those that follow the principles first laid down by Charles Darwin of survival of the fittest. This book is designed to provide an in-depth knowledge on the basic operational features and characteristics of Genetic Algorithms. The various operators and techniques given in the book are pertinent to carry out Genetic Algorithm Research Projects. The book also explores the different types are Genetic Algorithms available with their importance. Implementation of Genetic Algorithm concept has been performed using the universal language C/C++ and the discussion also extends to Genetic Algorithm MATLAB Toolbox. Few Genetic Algorithm problems are programmed using MATLAB and the simulated results are given for the ready reference of the reader.

The applications of Genetic Algorithms in Machine learning, Mechanical Engineering, Electrical Engineering, Civil Engineering, Data Mining, Image Processing, and VLSI are dealt to make the readers understand where the concept can be applied.

Author by: S.N.Sivanandam & S.N.Deepa Languange: en Publisher by: John Wiley & Sons Format Available: PDF, ePub, Mobi Total Read: 96 Total Download: 881 File Size: 48,6 Mb Description: Market_Desc: B. Tech (UG) students of CSE, IT, ECE College Libraries Research Scholars Operational Research Management Sector Special Features: Dr. Sivanandam has published 12 books He has delivered around 150 special lectures of different specialization in Summer/Winter school and also in various Engineering colleges He has guided and co guided 30 PhD research works and at present 9 PhD research scholars are working under him The total number of technical publications in International/National Journals/Conferences is around 700 He has also received Certificate of Merit 2005-2006 for his paper from The Institution of Engineers (India) He has chaired 7 International Conferences and 30 National Conferences.

He is a member of various professional bodies like IE (India), ISTE, CSI, ACS and SSI. He is a technical advisor for various reputed industries and engineering institutions His research areas include Modeling and Simulation, Neural Networks, Fuzzy Systems and Genetic Algorithm, Pattern Recognition, Multidimensional system analysis, Linear and Nonlinear control system, Signal and Image processing, Control System, Power system, Numerical methods, Parallel Computing, Data Mining and Database Security About The Book: This book is meant for a wide range of readers who wish to learn the basic concepts of soft computing. It can also be helpful for programmers, researchers and management experts who use soft computing techniques. The basic concepts of soft computing are dealt in detail with the relevant information and knowledge available for understanding the computing process. The various neural network concepts are explained with examples, highlighting the difference between various architectures.