عنوان

Introduction to evolutionary computing /

شابک

3662448734

شابک

9783662448731

شابک اشتباه

3662448742

شابک اشتباه

9783662448748

شماره

b624262

عنوان اصلي

Introduction to evolutionary computing /

نام عام مواد

[Book]

نام نخستين پديدآور

A.E. Eiben, J.E. Smith.

وضعيت ويراست

Second edition.

نام خاص و کميت اثر

xii, 287 pages :

ساير جزييات

illustrations ;

ابعاد

25 cm

عنوان فروست

Natural computing series,

شاپا ي ISSN فروست

1619-7127

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

Problems to Be Solved -- Evolutionary Computing: The Origins -- What Is an Evolutionary Algorithm? -- Representation, Mutation, and Recombination -- Fitness, Selection, and Population Management -- Popular Evolutionary Algorithm Variants -- Hybridisation with Other Techniques: Memetic Algorithms -- Nonstationary and Noisy Function Optimisation -- Multiobjective Evolutionary Algorithms -- Constraint Handling -- Interactive Evolutionary Algorithms -- Coevolutionary Systems -- Theory -- Evolutionary Robotics -- Parameters and Parameter Tuning -- Parameter Control -- Working with Evolutionary Algorithms -- References.

بدون عنوان

0

متن يادداشت

The overall structure of this new edition is three-tier: Part I presents the basics, Part II is concerned with methodological issues, and Part III discusses advanced topics. In the second edition the authors have reorganized the material to focus on problems, how to represent them, and then how to choose and design algorithms for different representations. They also added a chapter on problems, reflecting the overall book focus on problem-solvers, a chapter on parameter tuning, which they combined with the parameter control and "how-to" chapters into a methodological part, and finally a chapter on evolutionary robotics with an outlook on possible exciting developments in this field. The book is suitable for undergraduate and graduate courses in artificial intelligence and computational intelligence, and for self-study by practitioners and researchers engaged with all aspects of bioinspired design and optimization.

موضوع مستند نشده

Evolutionary computation.

موضوع مستند نشده

Evolutionary programming (Computer science)

موضوع مستند نشده

54.72 artificial intelligence.

موضوع مستند نشده

Computers and IT.

موضوع مستند نشده

Computers and IT.

موضوع مستند نشده

Evolutie.

موضوع مستند نشده

Evolutionary computation.

موضوع مستند نشده

Evolutionary programming (Computer science)

موضوع مستند نشده

Software.

موضوع مستند نشده

QA

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Eiben, Agoston E.

مستند نام اشخاص تاييد نشده

Smith, J. E., (James E.),1964-

تاريخ عمليات

20200617083421.0

قواعد فهرست نويسي ( بخش توصيفي )

rda

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y