عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9783642181429
(Number (ISBN
9783642621062
NATIONAL BIBLIOGRAPHY NUMBER
Number
b407289
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Adaptive Learning by Genetic Algorithms
General Material Designation
[Book]
Other Title Information
Analytical Results and Applications to Economic Models /
First Statement of Responsibility
by Herbert Dawid.
EDITION STATEMENT
Edition Statement
Second, Revised and Enlarged Edition.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Berlin, Heidelberg :
Name of Publisher, Distributor, etc.
Imprint: Springer,
Date of Publication, Distribution, etc.
1999.
CONTENTS NOTE
Text of Note
Introduction -- Bounded Rationality and Artificial Intelligence -- Genetic Algorithms -- Genetic Algorithms with a State Dependent Fitness Function -- Genetic Learning in Evolutionary Games -- Simulations with Genetic Algorithms in Economic Systems -- Stability and Encoding -- Conclusions -- Basic Definitions and Results Used -- Calculation of the Equilibria of the Evolutionary Games in Chapter 5 -- Proof of Proposition 6.3.1. The complete table of contents can be found on the Internet: http://www.springer.de.
0
SUMMARY OR ABSTRACT
Text of Note
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.
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9783642621062
PIECE
Title
Springer eBooks
TOPICAL NAME USED AS SUBJECT
Economics, Mathematical.
Economics.
PERSONAL NAME - PRIMARY RESPONSIBILITY
Dawid, Herbert.
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
SpringerLink (Online service)
ORIGINATING SOURCE
Date of Transaction
20190301073300.0
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
