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Fundamentals of Natural Computing: Basic Concepts, Algorithms, and Applications: Chapman & Hall/CRC Computer and Information Science Series

Autor Leandro Nunes de Castro
en Limba Engleză Hardback – 2 iun 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.
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Specificații

ISBN-13: 9781584886433
ISBN-10: 1584886439
Pagini: 696
Ilustrații: 200 black & white illustrations
Dimensiuni: 152 x 229 x 37 mm
Greutate: 1.08 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Seria Chapman & Hall/CRC Computer and Information Science Series


Public țintă

Academic

Cuprins

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

Recenzii

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

Descriere

A wide-ranging survey of novel techniques and important applications, this book contains theoretical and philosophical discussions.