Hybrid Optimization: The Ten Years of CPAIOR / Edition 1

Hybrid Optimization: The Ten Years of CPAIOR / Edition 1

by Pascal van Hentenryck
     
 

Hybrid Optimization focuses on the application of artificial intelligence and operations research techniques to solve combinatorial optimization problems. The text presents techniques for hybrid modeling, integrated solving strategies, decomposition techniques, use of relaxations, and search strategies.See more details below

Overview

Hybrid Optimization focuses on the application of artificial intelligence and operations research techniques to solve combinatorial optimization problems. The text presents techniques for hybrid modeling, integrated solving strategies, decomposition techniques, use of relaxations, and search strategies.

Product Details

ISBN-13:
9781441916433
Publisher:
Springer New York
Publication date:
11/08/2010
Series:
Springer Optimization and Its Applications Series, #45
Edition description:
2011
Pages:
560
Product dimensions:
6.30(w) x 9.10(h) x 1.40(d)

Table of Contents

- PART 1: MODELING.- CHAPTER 2 - Hybrid Modeling; John Hooker.- PART 2: SOLVING.- CHAPTER 3 - Global Constraints; Jean-Charles Regin.- CHAPTER 4 Hybrid Solvers; J. Grossmann L. Wolsey.- CHAPTER 5 OverConstrained Problems; Willem van Hoeve.- PART 3 SEARCH.- CHAPTER 6 - Hybrid Search Strategies-> Integration of LS and tree search; Gilles Pesant.- CHAPTER 7 - Hybrid metaheuristics; Andrea Roli, Christian Blum.- CHAPTER 8 Learning in search/modeling; Philippe Refalo.- CHAPTER 9 Autonomous search; Yussef Hamadi, Frederic Saubion.- PART 4 TOOLS.- CHAPTER 10 - TOOLS; Mark Wallace, Peter Stuckey.- CHAPTER 11 Connections/Integration with SAT solvers; Youssef Hamadi and Lucas Bordeaux.- PART 5 INNOVATIVE APPLICATIONS.- CHAPTER 12 Bioinformatics; Pedro Barahona.- CHAPTER 13 Processor Validation; Yehuda Naveh.- CHAPTER 14 Networks; Helmut Simonis.- CHAPTER 15 Airline scheduling; Cynthia Barnhart.- CHAPTER 16 sport scheduling; Mike Trick.- CHAPTER 17 Optimal control of hybrid systems and embdded system design; Alberto Bemporad, Luca Benini.

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