Kindly note that we have put a lot of effort into researching the best books on Constraint Satisfaction Problems subject and came out with a recommended list of top 10 best books. The table below contains the Name of these best books, their authors, publishers and an unbiased review of books on "Constraint Satisfaction Problems" as well as links to the Amazon website to directly purchase these books. As an Amazon Associate, we earn from qualifying purchases, but this does not impact our reviews, comparisons, and listing of these top books; the table serves as a ready reckoner list of these best books.
|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: The book deals with constraint programming (CP) which is a powerful programming paradigm for solving combinatorial sat-isfaction and optimization search problems. The contents in this book are:Introduction-( Definition of the problem, Contributions, Structure and content), Background- (Constraint Satisfaction Problems, Formal Definitions, Constraint Propagation, Backtracking search algorithms,Maintaining a local consistency during search, Variable/Value ordering heuristics , Branching schemes, Constraint Solvers, Our CSP solver), Related work-( Binary Constraints, Arc Consistency, Strong local consistencies, Non-Binary Constraints, Generalized Arc Consistency, Bounds consistency,Strong Local Consistencies, Relation Filtering Consistencies, Table Constraints, Adaptive Propagation), New efficient maxRPC algorithms for Binary CSPs – ( Introduction, New Algorithms for maxRPC, maxRPC3, maxRPC3rm, Light maxRPC, Correctness and Complexities, Further exploitation of residues in maxRPC algorithms, maxRPC3-resOpt, maxRPC3-start, Heuristics for maxRPC Algorithms, Experiments, d-way branching, Heuristics, Interleaving AC and maxRPC, Conclusion), Strong Local Consistencies for Non-Binary (Table) Constraints-( Introduction, Algorithm maxRPWC+, Algorithm description, Theoretical Results, A lighter version of maxRPWC+, Extending STR to a higher-order consistency, The HOSTR* algorithm, Theoretical Results, Experiments, Preprocessing, Search, maxRPWC+ for Intentional Constraints, An extension of GAC 2001/3.1 derived from maxRPWC+ , Comparing GAC+ to GAC 2001/3.1, Conclusion) Higher-order Consistencies for Table Constraints using Counters-( Introduction, Extending STR, Enforcing FPWC, Experimental Results, Conclusion) Adaptive Propagation-( Introduction, Adaptive Propagator Selection, Experiments, Evaluating the heuristics, Are revisions after DWOs important?, Refining the heuristics, Effects of different Queue ordering and Branching scheme, Conclusion) Strong Bounds Consistencies 11 Introduction, PairWise Bounds Consistency, Linear constraints, Preliminaries).
|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: The book deals with Constraint Satisfaction Problem (CSP) which consists of a set of variables, a domain of values for each variable and a set of constraints. The objective is to assign a value for each variable such that all constraints are satisfied. The contents in this book include:Foundations of CSP, Consistency Reinforcement Techniques, CSP Solving Algorithms, Search Heuristics, Learning Techniques, Maximal Constraint Satisfaction Problems, Constraint Satisfaction and Optimization Problems, Distributed Constraint Satisfaction Problems.
|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 consists of new techniques for solving constraint satisfaction problems, with a special focus on solution adaptation applied to agent reasoning The contents of the book are:- Introduction, Interchangeability and Solution Adaptation in Crisp CSPs, Interchangeability in Soft CSPs, Multi Agent Computation of Interchangeability in Distributed CSPs, Interchangeability in Dynamic Environments, Generic Case Adaptation Framework, Conclusions.
| 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 gives an overview of the research on distributed CSPs, as well as introductory material on CSPs. The contents in this book include:- 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.
|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 presents a nearly complete classification of various restricted classes of computational problems called Boolean constraint satisfaction problems. The contents of the book are:- Introduction, 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, Concluding Remarks.
|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 is presented with general techniques for analysing the structure of such functions and the computational complexity of the minimisation problem.
The contents are:- 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 suitable for researchers interested in methods and results from the area of constraint programming and discrete optimisation.
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