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Constraint programming has become an important general approach for solving hard combinatorial problems that occur in a number of application domains, such as scheduling and configuration. This volume contains selected papers from the workshop on Constraint Programming and Large Scale Discrete Optimization held September 14-17, 1998 at DIMACS. It gives a sense of state-of-the-art research in this field, touching on many of the important issues that are emerging and giving an idea of the major current trends. Topics include new strategies for local search, multithreaded constraint programming, specialized constraints that enhance consistency processing, fuzzy representations, hybrid approaches involving both constraint programming and integer programming, and applications to scheduling problems in domains such as sports scheduling and satellite scheduling.
Foreword vii
Introduction to DIMACS workshop on Constraint
Programming and Large Scale Discrete Optimization
R. J. Wallace and E. C. Freuder 1
Part I. General Methods
Using global constraints for local search
A. Nareyek 9
Guided local search joins the elite in discrete
optimisation
C. Voudouris and E. Tsang 29
Multithreaded constraint programming: A hybrid approach
F. Zabatta 41
Part II. CP approaches to scheduling
Nurse rostering as constraint satisfaction with fuzzy
constraints and inferred control strategies
H. Meyer auf'm Hofe 67
A constraint-based approach to satellite scheduling
J. C. Pemberton and F. Galiber, III 101
Minimization of the number of breaks in sports
scheduling problems using constraint programming
J.-C. Régin 115
A constraint programming pre-processor for a bus
driver scheduling system
B. M. Smith, C. J. Layfield, and A. Wren 131
Part III. LSCO and software methodology
Large scale combinatorial optimization:
A methodological viewpoint
C. Gervet 151
Index of Volumes