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Adaptation in Natural and Artificial Systems: An Introductory Analysis with A…
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所在地：Elmhurst, New York, 美國
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估計於 9月24日, 二至 9月26日, 四之間送達 運送地點 43230
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物品細節
- 物品狀況
- ISBN
- 9780262581110
- EAN
- 9780262581110
- Book Title
- Adaptation in Natural and Artificial Systems : An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence
- Book Series
- Complex Adaptive Systems Ser.
- Publisher
- MIT Press
- Item Length
- 9.1 in
- Publication Year
- 1992
- Format
- Trade Paperback
- Language
- English
- Illustrator
- Yes
- Item Height
- 0.4 in
- Genre
- Science, Psychology
- Topic
- Cognitive Psychology & Cognition, Life Sciences / Biology
- Item Weight
- 12.8 Oz
- Item Width
- 7.1 in
- Number of Pages
- 232 Pages
關於產品
Product Identifiers
Publisher
MIT Press
ISBN-10
0262581116
ISBN-13
9780262581110
eBay Product ID (ePID)
85583
Product Key Features
Book Title
Adaptation in Natural and Artificial Systems : An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence
Number of Pages
232 Pages
Language
English
Publication Year
1992
Topic
Cognitive Psychology & Cognition, Life Sciences / Biology
Illustrator
Yes
Genre
Science, Psychology
Book Series
Complex Adaptive Systems Ser.
Format
Trade Paperback
Dimensions
Item Height
0.4 in
Item Weight
12.8 Oz
Item Length
9.1 in
Item Width
7.1 in
Additional Product Features
Intended Audience
Trade
LCCN
91-041044
Dewey Edition
22
Grade From
College Graduate Student
Dewey Decimal
578.4015118
Synopsis
Genetic algorithms are playing an increasingly important role in studies of complex adaptive systems, ranging from adaptive agents in economic theory to the use of machine learning techniques in the design of complex devices such as aircraft turbines and integrated circuits., Genetic algorithms are playing an increasingly important role in studies of complex adaptive systems, ranging from adaptive agents in economic theory to the use of machine learning techniques in the design of complex devices such as aircraft turbines and integrated circuits. Adaptation in Natural and Artificial Systems is the book that initiated this field of study, presenting the theoretical foundations and exploring applications. In its most familiar form, adaptation is a biological process, whereby organisms evolve by rearranging genetic material to survive in environments confronting them. In this now classic work, Holland presents a mathematical model that allows for the nonlinearity of such complex interactions. He demonstrates the model's universality by applying it to economics, physiological psychology, game theory, and artificial intelligence and then outlines the way in which this approach modifies the traditional views of mathematical genetics. Initially applying his concepts to simply defined artificial systems with limited numbers of parameters, Holland goes on to explore their use in the study of a wide range of complex, naturally occuring processes, concentrating on systems having multiple factors that interact in nonlinear ways. Along the way he accounts for major effects of coadaptation and coevolution: the emergence of building blocks, or schemata, that are recombined and passed on to succeeding generations to provide, innovations and improvements.
LC Classification Number
QH546.H64 1992
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