Genetic and Evolutionary Computation PDF
By:Stephen L. Smith,Stefano Cagnoni
Published on 2011-07-26 by John Wiley & Sons
Genetic and Evolutionary Computation: Medical Applications provides an overview of the range of GEC techniques being applied to medicine and healthcare in a context that is relevant not only for existing GEC practitioners but also those from other disciplines, particularly health professionals. There is rapidly increasing interest in applying evolutionary computation to problems in medicine, but to date no text that introduces evolutionary computation in a medical context. By explaining the basic introductory theory, typical application areas and detailed implementation in one coherent volume, this book will appeal to a wide audience from software developers to medical scientists. Centred around a set of nine case studies on the application of GEC to different areas of medicine, the book offers an overview of applications of GEC to medicine, describes applications in which GEC is used to analyse medical images and data sets, derive advanced models, and suggest diagnoses and treatments, finally providing hints about possible future advancements of genetic and evolutionary computation in medicine. Explores the rapidly growing area of genetic and evolutionary computation in context of its viable and exciting payoffs in the field of medical applications. Explains the underlying theory, typical applications and detailed implementation. Includes general sections about the applications of GEC to medicine and their expected future developments, as well as specific sections on applications of GEC to medical imaging, analysis of medical data sets, advanced modelling, diagnosis and treatment. Features a wide range of tables, illustrations diagrams and photographs.
This Book was ranked at 40 by Google Books for keyword Medical Informatics.
Book ID of Genetic and Evolutionary Computation's Books is P0yBQ6fl2g8C, Book which was written byStephen L. Smith,Stefano Cagnonihave ETAG "lLgqRdjBDJU"
Book which was published by John Wiley & Sons since 2011-07-26 have ISBNs, ISBN 13 Code is 9781119956785 and ISBN 10 Code is 1119956781
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Book which have "250 Pages" is Printed at BOOK under CategoryScience
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