عنوان

Stochastic local search :

شابک

0080498248

شابک

1281015059

شابک

6611015051

شابک

9780080498249

شابک

9781281015051

شابک

9786611015053

شابک اشتباه

1558608729

شابک اشتباه

9781558608726

شماره

b791704

عنوان اصلي

Stochastic local search :

نام عام مواد

[Book]

ساير اطلاعات عنواني

foundations and applications /

نام نخستين پديدآور

Holger H. Hoos, Thomas Stützle.

محل نشرو پخش و غیره

San Francisco, CA :

نام ناشر، پخش کننده و غيره

Morgan Kaufmann Publishers,

تاریخ نشرو بخش و غیره

©2005.

نام خاص و کميت اثر

1 online resource (xiii, 658 pages) :

ساير جزييات

illustrations.

عنوان فروست

The Morgan Kaufmann Series in Artificial Intelligence Ser.

متن يادداشت

Includes bibliographical references (pages 575-631) and index.

متن يادداشت

SLS methods -- Generalised local search machines -- Empirical analysis of SLS algorithms -- Search space structure and SLS performance -- Propositional satisfiability and constraint satisfaction -- MAX-SAT and MAX-CSP -- Travelling salesman problems -- Scheduling problems -- Other combinatorial problems.

بدون عنوان

0

متن يادداشت

Stochastic local search (SLS) algorithms are among the most prominent and successful techniques for solving computationally difficult problems in many areas of computer science and operations research, including propositional satisfiability, constraint satisfaction, routing, and scheduling. SLS algorithms have also become increasingly popular for solving challenging combinatorial problems in many application areas, such as e-commerce and bioinformatics. Hoos and Stützle offer the first systematic and unified treatment of SLS algorithms. In this groundbreaking new book, they examine the general concepts and specific instances of SLS algorithms and carefully consider their development, analysis and application. The discussion focuses on the most successful SLS methods and explores their underlying principles, properties, and features. This book gives hands-on experience with some of the most widely used search techniques, and provides readers with the necessary understanding and skills to use this powerful tool. *Provides the first unified view of the field. *Offers an extensive review of state-of-the-art stochastic local search algorithms and their applications. *Presents and applies an advanced empirical methodology for analyzing the behavior of SLS algorithms. *A companion website offers lecture slides as well as source code and Java applets for exploring and demonstrating SLS algorithms.

منبع سفارش / آدرس اشتراک

Elsevier Science & Technology

شماره انبار

97253:97253

عنوان

Stochastic local search.

شماره استاندارد بين المللي کتاب و موسيقي

9781558608726

موضوع مستند نشده

Algorithms.

موضوع مستند نشده

Combinatorial analysis.

موضوع مستند نشده

Stochastic programming.

موضوع مستند نشده

Algorithmes.

موضوع مستند نشده

Analyse combinatoire.

موضوع مستند نشده

Programmation stochastique.

موضوع مستند نشده

Algorithms.

موضوع مستند نشده

Combinatória.

موضوع مستند نشده

Combinatorial analysis.

موضوع مستند نشده

Heurística.

موضوع مستند نشده

Inteligência artificial.

موضوع مستند نشده

MATHEMATICS-- Optimization.

موضوع مستند نشده

Otimização combinatória.

موضوع مستند نشده

Stochastic programming.

موضوع مستند نشده

MAT-- 042000

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Hoos, Holger H.

مستند نام اشخاص تاييد نشده

Stützle, Thomas.

تاريخ عمليات

20201207045949.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y