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Fundamentals of Natural Computing

Basic Concepts, Algorithms, and Applications

Leandro Nunes de Castro (Catholic University of Santos, Brazil) Sartaj Sahni (University of Florida, Gainesville, USA)

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English
Chapman & Hall/CRC
02 June 2006
Natural computing brings together nature and computing to develop new computational tools for problem solving; to synthesize natural patterns and behaviors in computers; and to potentially design novel types of computers. Fundamentals of Natural Computing: Basic Concepts, Algorithms, and Applications presents a wide-ranging survey of novel techniques and important applications of nature-based computing.

This book presents theoretical and philosophical discussions, pseudocodes for algorithms, and computing paradigms that illustrate how computational techniques can be used to solve complex problems, simulate nature, explain natural phenomena, and possibly allow the development of new computing technologies. The author features a consistent and approachable, textbook-style format that includes lucid figures, tables, real-world examples, and different types of exercises that complement the concepts while encouraging readers to apply the computational tools in each chapter. Building progressively upon core concepts of nature-inspired techniques, the topics include evolutionary computing, neurocomputing, swarm intelligence, immunocomputing, fractal geometry, artificial life, quantum computing, and DNA computing.

Fundamentals of Natural Computing is a self-contained introduction and a practical guide to nature-based computational approaches that will find numerous applications in a variety of growing fields including engineering, computer science, biological modeling, and bioinformatics.

By:  
Series edited by:  
Imprint:   Chapman & Hall/CRC
Country of Publication:   United States
Volume:   v. 11
Dimensions:   Height: 229mm,  Width: 152mm,  Spine: 37mm
Weight:   1.078kg
ISBN:   9781584886433
ISBN 10:   1584886439
Series:   Chapman & Hall/CRC Computer and Information Science Series
Pages:   696
Publication Date:  
Audience:   College/higher education ,  Professional and scholarly ,  Professional & Vocational ,  A / AS level ,  Further / Higher Education
Format:   Hardback
Publisher's Status:   Active
Introduction. Conceptualization. PART I - COMPUTING INSPIRED BY NATURE. Evolutionary Computing. Neurocomputing. Swarm Intelligence. Immunocomputing. PART II - SIMULATION AND EMULATION OF NATURAL PHENOMENA IN COMPUTERS. Fractal Geometry of Nature. Artificial Life. PART III - COMPUTING WITH NATURAL MATERIALS. DNA Computing. Quantum Computing. Afterwords. Appendices. Index. Natural computing

Leandro Nunes de Castro

Reviews for Fundamentals of Natural Computing: Basic Concepts, Algorithms, and Applications

... well written ... a thorough introduction about the relationship of computing and nature. -Jan Friso Groote, in Zentralblatt MATH, Vol. 1130


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