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Adaptive Learning by Genetic Algorithms: Analytical Results and Applications to Economic Models [Hardcover]

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Item description for Adaptive Learning by Genetic Algorithms: Analytical Results and Applications to Economic Models by Herbert Dawid...

This book deals with the learning behavior of boundedly rational agents in economic systems. In particular, the modeling of learning populations by genetic algorithms is studied in detail. After an extensive review and discussion of the existing literature in the first part, a mathematical analysis of the dynamic properties of genetic algorithm learning in the general framework of systems with a state dependent fitness function is provided. It is shown that co-evolutionary economic models typically fall into this class and the usefulness of the analytical results derived is illustrated in several game theoretic and microeconomic models. The mathematical analysis is complemented by extensive simulation analyses. The last part of the book demonstrates how the obtained theory may be used to design the algorithm such that the learning of equilibria of the economic system is facilitated.



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Item Specifications...


Pages   200
Est. Packaging Dimensions:   Length: 9.5" Width: 6.37" Height: 0.67"
Weight:   1 lbs.
Binding  Hardcover
Release Date   May 28, 1999
Publisher   Springer
ISBN  3540656073  
ISBN13  9783540656074  


Availability  78 units.
Availability accurate as of Mar 25, 2017 11:45.
Usually ships within one to two business days from La Vergne, TN.
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Product Categories

1Books > Special Features > New & Used Textbooks > Business & Finance > Economics
2Books > Special Features > New & Used Textbooks > Computer Science & Information Systems > Artificial Intelligence
3Books > Special Features > New & Used Textbooks > Sciences > Mathematics
4Books > Subjects > Business & Investing > Economics > General
5Books > Subjects > Business & Investing > Economics
6Books > Subjects > Business & Investing > General
7Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Computer Mathematics
8Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > General
9Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Theory of Computing
10Books > Subjects > Computers & Internet > General
11Books > Subjects > Computers & Internet > Programming > Algorithms > General
12Books > Subjects > Computers & Internet > Programming > Algorithms > Genetic
13Books > Subjects > Professional & Technical > Professional Science > Mathematics > Applied > Game Theory
14Books > Subjects > Professional & Technical > Professional Science > Mathematics > Applied > General
15Books > Subjects > Science > Mathematics > Applied > Game Theory
16Books > Subjects > Science > Mathematics > General



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