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Foundations of Constraint Satisfaction : Computation in Cognitive Science by Edward Tsang is a nonfiction available to read on EtoBox.
What is Foundations of Constraint Satisfaction : Computation in Cognitive Science about?
Foundations of Constraint Satisfaction discusses the foundations of constraint satisfaction and presents algorithms for solving constraint satisfaction problems (CSPs). Most of the algorithms described in this book are explained in pseudo code, and sometimes illustrated with Prolog codes (to illustrate how the algorithms could be implemented). Comprised of 10 chapters, this volume begins by defining the standard CSP and the important concepts around it and presenting examples and applications of CSPs. The reader is then introduced to the main features of CSPs and CSP solving techniques (problem reduction, searching, and solution synthesis); some of the most important concepts related to CSP solving; and problem reduction algorithms. Subsequent chapters deal with basic control strategies of searching which are relevant to CSP solving; the significance of ordering the variables, values and compatibility checking in searching; specialized search techniques which gain their efficiency by exploiting problem-specific features; and stochastic search approaches (including hill climbing and connectionist approaches) for CSP solving. The book also considers how solutions can be synthesized r
Who reads Foundations of Constraint Satisfaction : Computation in Cognitive Science?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Edward Tsang
- Publisher
- Academic Press Limited
- Published
- 1996
- Language
- EN
- ISBN
- 9781483220499
- Category
- nonfiction
- Subjects
- Mathematics, Science, Computer Science
Other editions & translations
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