6 Best Books on Constraint Satisfaction Problems

We have compiled a list of the Best Reference Books on Constraint Satisfaction Problems, which are used by students of top universities, and colleges. This will help you choose the right book depending on if you are a beginner or an expert. Here is the complete list of Constraint Satisfaction Problems Books with their authors, publishers, and an unbiased review of them as well as links to the Amazon website to directly purchase them. If permissible, you can also download the free PDF books on Constraint Satisfaction Problems below.

1."Efficient Algorithms for Strong Local Consistencies and Adaptive Techniques in Constraint Satisfaction Problems" by Anastasia Paparrizou Efficient Algorithms for Strong Local Consistencies and Adaptive Techniques in Constraint Satisfaction Problems” Book Review: This book provides a comprehensive overview of efficient algorithms for solving constraint satisfaction problems. It covers topics such as constraint propagation, backtracking search, dynamic ordering, and local consistency techniques. The book also explores adaptive techniques for solving constraint satisfaction problems, including the use of machine learning and parallel computing. Overall, it is a valuable resource for researchers and practitioners in the field of artificial intelligence and optimization.
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2."Constraint Satisfaction Problems: CSP Formalisms and Techniques (Computer Engineering and It)" by Khaled Ghedira “Constraint Satisfaction Problems: CSP Formalisms and Techniques (Computer Engineering and It)” Book Review: This book covers Constraint Satisfaction Problem (CSP), which comprises variables, value domains for each variable, and constraints. The primary goal is to assign values to variables that satisfy all constraints. The contents of this book includes the fundamental principles of CSP, techniques for enforcing consistency, algorithms for solving CSP, heuristics for search, learning methods, Maximal Constraint Satisfaction Problems, Constraint Satisfaction and Optimization Problems, and Distributed Constraint Satisfaction Problems.
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3."Constraint Satisfaction Techniques for Agent-Based Reasoning (Whitestein Series in Software Agent Technologies and Autonomic Computing)" by Nicoleta Neagu “Constraint Satisfaction Techniques for Agent-Based Reasoning (Whitestein Series in Software Agent Technologies and Autonomic Computing)” Book Review: This book presents novel approaches for resolving constraint satisfaction problems, focusing on solution adaptation for agent reasoning. The contents of the book comprise an introduction, discussions on Interchangeability and Solution Adaptation in Crisp CSPs, Interchangeability in Soft CSPs, Multi-Agent Computation of Interchangeability in Distributed CSPs, Interchangeability in Dynamic Environments, a Generic Case Adaptation Framework, and concluding remarks.
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4."Distributed Constraint Satisfaction: Foundations of Cooperation in Multi-agent Systems (Springer Series on Agent Technology)" by Makoto Yokoo “Distributed Constraint Satisfaction: Foundations of Cooperation in Multi-agent Systems (Springer Series on Agent Technology)” Book Review: This book provides an introduction to CSPs, along with a comprehensive review of research on distributed CSPs. The book covers Constraint Satisfaction Problem, Distributed Constraint Satisfaction Problem, Asynchronous Backtracking, Asynchronous Weak-Commitment Search, Distributed Breakout, Distributed Consistency Algorithm, Handling Multiple Local Variables, Handling Over-Constrained Situations, Summary, and Future Issues.
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5."Complexity Classifications of Boolean Constraint Satisfaction Problems (Monographs on Discrete Mathematics and Applications)" by Nadia Creignou and Sanjeev Khanna “Complexity Classifications of Boolean Constraint Satisfaction Problems (Monographs on Discrete Mathematics and Applications)” Book Review: This book provides an almost categorization of diverse constrained classes of computational problems, known as Boolean constraint satisfaction problems. The book encompasses an introduction, discussions on Complexity Classes, Pages, Boolean Constraint Satisfaction Problems, Characterizations of Constraint Functions, Implementation of Functions and Reductions, Classification Theorems for Decision, Counting and Quantified Problems, Classification Theorems for Optimization Problems, Input-Restricted Constraint Satisfaction Problems, The Complexity of the Meta-Problems, and concluding remarks.
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6."The Complexity of Valued Constraint Satisfaction Problems (Cognitive Technologies)" by imusti “The Complexity of Valued Constraint Satisfaction Problems (Cognitive Technologies)” Book Review: This book offers fundamental techniques for examining the structure of such functions and assessing the computational complexity of the minimization problem. The contents of the book consist of Background, Expressibility of Valued Constraints, Expressibility of Fixed-Arity Languages, Expressibility of Submodular Languages, Non-expressibility of Submodular Languages, Tractable Languages, Conservative Languages, The Power of Linear Programming, Hybrid Tractability, Summary, and Open Problems. The book is ideal for researchers exploring methods and outcomes from the domain of constraint programming and discrete optimization. advertisement advertisement
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