Numerical Methods & Algorithms
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Algorithms And Ordering Heuristics For Distributed Constraint Satisfaction Problems
Mohamed Wahbi (Autor)
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Wiley - Iste
· Cloth
Algorithms And Ordering Heuristics For Distributed Constraint Satisfaction Problems - Mohamed Wahbi
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Reseña del libro "Algorithms And Ordering Heuristics For Distributed Constraint Satisfaction Problems"
Introduction 1 Background 1. 1 Centralized Constraint Satisfaction Problems (Csp) 1. 1. 1 Preliminaries 1. 1. 2 Examples Of Csps 1. 1. 2. 1 The N - Queens Problem 1. 1. 2. 2 The Graph Coloring Problem 1. 1. 2. 3 The Meeting Scheduling Problem 1. 2 Algorithms And Techniques For Solving Centralized Csps 1. 2. 1 Algorithms For Solving Centralized Csps 1. 2. 1. 1 Chronological Backtracking (Bt) 1. 2. 1. 2 Conflict - Directed Backjumping (Cbj) 1. 2. 1. 3 Dynamic Backtracking (Dbt) 1. 2. 1. 4 Partial Order Dynamic Backtracking (Podb) 1. 2. 1. 5 Forward Checking(Fc) 1. 2. 1. 6 Arc - Consistency (Ac) 1. 2. 1. 7 Maintaining Arc - Consistency (Mac) 1. 2. 2 Variable Ordering Heuristics For Centralized Csp 1. 2. 2. 1 Static Variable Ordering Heuristics (Svo) 1. 2. 2. 2 Dynamic Variable Ordering Heuristics (Dvo) 1. 3 Distributed Constraint Satisfaction Problems (Discsp) 1. 3. 1 Preliminaries 1. 3. 2 Examples Of Discsps 1. 3. 2. 1 Distributed Meeting Scheduling Problem (Dismsp) 1. 3. 2. 2 Distributed Sensor Network Problem (Sensordcsp) 1. 4 Methods For Solving Distributed Csps 1. 4. 1 Synchronous Search Algorithms On Discsps 1. 4. 1. 1 Asynchronous Forward - Checking (Afc) 1. 4. 2 Asynchronous Search Algorithms On Discsps 1. 4. 2. 1 Asynchronous Backtracking (Abt) 1. 4. 3 Dynamic Ordering Heuristics On Discsps 1. 4. 4 Maintaining Arc Consistency On Discsps 1. 5 Summary 2 Nogood Based Asynchronous Forward Checking (Afc - Ng) 2. 1 Introduction 2. 2 Nogood - Basedasynchronousforwardchecking 2. 2. 1 Description Of The Algorithm 2. 3 Correctness Proofs 2. 4 Experimental Evaluation 2. 4. 1 Uniform Binary Random Discsps 2. 4. 2 Distributed Sensor Target Problems 2. 4. 3 Distributed Meeting Scheduling Problems 2. 4. 4 Discussion 2. 5 Other Related Works 2. 6 Summary 3 Asynchronous Forward Checking Tree (Afc - Tree) 3. 1 Introduction 3. 2 Pseudo - Tree Ordering 3. 3 Distributed Depth - First Search Trees Construction 3. 4 The Afc - Tree Algorithm 3. 4. 1 Description Of The Algorithm 3. 5 Correctness Proofs 3. 6 Experimental Evaluation 3. 6. 1 Uniform Binary Random Discsps 3. 6. 2 Distributed Sensor Target Problems 3. 6. 3 Distributed Meeting Scheduling Problems 3. 6. 4 Discussion 3. 7 Other Related Works 3. 8 Summary 4 Maintaining Arc Consistency Asynchronously In Synchronous Distributed Search 4. 1 Introduction 4. 2 Maintaining Arc Consistency 4. 3 Maintaining Arc Consistency Asynchronously 4. 3. 1 Enforcing Ac Using Del Messages (Maca - Del) 4. 3. 2 Enforcing Ac Without Additional Kind Of Message (Maca - Not) 4. 4 Theoretical Analysis 4. 5 Experimental Results 4. 5. 1 Discussion 4. 6 Summary 5 Agile Asynchronous Backtracking (Agile - Abt) 5. 1 Introduction 5. 2 Introductory Material 5. 2. 1 Reordering Details 5. 2. 2 The Backtracking Target 5. 2. 3 Decreasing Termination Values 5. 3 Thealgorithm 5. 4 Correctness And Complexity 5. 5 Experimentalresults 5. 5. 1 Uniform Binary Random Discsps 5. 5. 2 Distributed Sensor Target Problems 5. 5. 3 Discussion 5. 6 Related Works 5. 7 Summary 6 Corrigendum To Min - Domain Retroactive Ordering For Asynchronous Backtracking 6. 1 Introduction 6. 2 Background 6. 3 Abt_Do - Retro May Not Terminate 6. 4 The Right Way To Compare Orders 6. 5 Summary 7 Dischoco 2. 0 7. 1 Introduction 7. 2 Architecture 7. 2. 1 Communication System 7. 2. 2 Event Management 7. 2. 3 Observers In Layers 7. 3 Using Dischoco 2. 0 7. 4 Experimentations 7. 5 Conclusion Conclusions
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