Stochastic Local Search: Foundations & Applications
Abstract
Prologue Part I. Foundations 1. Introduction 2. SLS Methods 3. Generalised Local Search Machines 4. Empirical Analysis of SLS Algorithms 5. Search Space Structure and SLS Performance Part II. Applications 6. SAT and Constraint Satisfaction 7. MAX-SAT and MAX-CSP 8. Travelling Salesman Problems 9. Scheduling Problems 10. Other Combinatorial Problems Epilogue Glossary
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Keywords
- Prologue
- Travelling salesman problem
- Local search (optimization)
- Constraint satisfaction problem
- Combinatorial optimization
- Mathematical optimization
- Computer science
- Guided Local Search
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