عنوان

Adaptive Learning by Genetic Algorithms

شابک

9783642181429

شابک

9783642621062

شماره

b407289

عنوان اصلي

Adaptive Learning by Genetic Algorithms

نام عام مواد

[Book]

ساير اطلاعات عنواني

Analytical Results and Applications to Economic Models /

نام نخستين پديدآور

by Herbert Dawid.

وضعيت ويراست

Second, Revised and Enlarged Edition.

محل نشرو پخش و غیره

Berlin, Heidelberg :

نام ناشر، پخش کننده و غيره

Imprint: Springer,

تاریخ نشرو بخش و غیره

1999.

متن يادداشت

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.

بدون عنوان

0

متن يادداشت

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.

شماره استاندارد بين المللي کتاب و موسيقي

9783642621062

عنوان

Springer eBooks

موضوع مستند نشده

Economics, Mathematical.

موضوع مستند نشده

Economics.

مستند نام اشخاص تاييد نشده

Dawid, Herbert.

مستند نام تنالگان تاييد نشده

SpringerLink (Online service)

تاريخ عمليات

20190301073300.0

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y