عنوان

Knowledge Incorporation in Evolutionary Computation

شابک

9783540445111

شابک

9783642061745

شماره

b406982

عنوان اصلي

Knowledge Incorporation in Evolutionary Computation

نام عام مواد

[Book]

نام نخستين پديدآور

edited by Yaochu Jin.

محل نشرو پخش و غیره

Berlin, Heidelberg :

نام ناشر، پخش کننده و غيره

Imprint: Springer,

تاریخ نشرو بخش و غیره

2005.

عنوان فروست

Studies in Fuzziness and Soft Computing,

مشخصه جلد

167

شاپا ي ISSN فروست

1434-9922 ;

متن يادداشت

From the contents: Part I: Introduction -- A Selected Introduction to Evolutionary Computation -- Part II: Knowledge Incorporation in Initialization, Recombination and Mutation -- The Use of Collective Memory in Genetic Programming -- A Cultural Algorithm for Solving the Job Shop Scheduling Problem -- Part III: Knowledge Incorporation in Selection and Reproduction -- Learning Probabilistic Models for Enhanced Evolutionary Computation -- Probabilistic Models for Linkage Learning in Forest Management -- Part IV: Knowledge Incorporation in Fitness Evaluations -- Neural Networks for Fitness Approximation in Evolutionary Optimization -- Part V: Knowledge Incorporation Through Lifetime Learning and Human-Computer Interactions -- Knowledge Incorporation Through Lifetime Learning -- Part VI: Preference Incorporation in Multi-objective Evolutionary Computation -- Integrating User Preferences into Evolutionary Multi-Objective Optimization.

بدون عنوان

0

متن يادداشت

This carefully edited book puts together the state-of-the-art and recent advances in knowledge incorporation in evolutionary computation within a unified framework. The book provides a comprehensive self-contained view of knowledge incorporation in evolutionary computation including a concise introduction to evolutionary algorithms as well as knowledge representation methods. "Knowledge Incorporation in Evolutionary Computation" is a valuable reference for researchers, students and professionals from engineering and computer science, in particular in the areas of artificial intelligence, soft computing, natural computing, and evolutionary computation.

شماره استاندارد بين المللي کتاب و موسيقي

9783642061745

عنوان

Springer eBooks

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Engineering mathematics.

موضوع مستند نشده

Engineering.

موضوع مستند نشده

Mathematics.

مستند نام اشخاص تاييد نشده

Jin, Yaochu.

مستند نام تنالگان تاييد نشده

SpringerLink (Online service)

تاريخ عمليات

20190307154800.0

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y