|
Showing 1 - 2 of
2 matches in All Departments
Constraint Programming is a problem-solving paradigm that
establishes a clear distinction between two pivotal aspects of a
problem: (1) a precise definition of the constraints that define
the problem to be solved and (2) the algorithms and heuristics
enabling the selection of decisions to solve the problem. It is
because of these capabilities that Constraint Programming is
increasingly being employed as a problem-solving tool to solve
scheduling problems. Hence the development of Constraint-Based
Scheduling as a field of study. The aim of this book is to provide
an overview of the most widely used Constraint-Based Scheduling
techniques. Following the principles of Constraint Programming, the
book consists of three distinct parts: The first chapter introduces
the basic principles of Constraint Programming and provides a model
of the constraints that are the most often encountered in
scheduling problems. Chapters 2, 3, 4, and 5 are focused on the
propagation of resource constraints, which usually are responsible
for the "hardness" of the scheduling problem. Chapters 6, 7, and 8
are dedicated to the resolution of several scheduling problems.
These examples illustrate the use and the practical efficiency of
the constraint propagation methods of the previous chapters. They
also show that besides constraint propagation, the exploration of
the search space must be carefully designed, taking into account
specific properties of the considered problem (e.g., dominance
relations, symmetries, possible use of decomposition rules).
Chapter 9 mentions various extensions of the model and presents
promising research directions.
Constraint Programming is a problem-solving paradigm that
establishes a clear distinction between two pivotal aspects of a
problem: (1) a precise definition of the constraints that define
the problem to be solved and (2) the algorithms and heuristics
enabling the selection of decisions to solve the problem. It is
because of these capabilities that Constraint Programming is
increasingly being employed as a problem-solving tool to solve
scheduling problems. Hence the development of Constraint-Based
Scheduling as a field of study. The aim of this book is to provide
an overview of the most widely used Constraint-Based Scheduling
techniques. Following the principles of Constraint Programming, the
book consists of three distinct parts: The first chapter introduces
the basic principles of Constraint Programming and provides a model
of the constraints that are the most often encountered in
scheduling problems. Chapters 2, 3, 4, and 5 are focused on the
propagation of resource constraints, which usually are responsible
for the "hardness" of the scheduling problem. Chapters 6, 7, and 8
are dedicated to the resolution of several scheduling problems.
These examples illustrate the use and the practical efficiency of
the constraint propagation methods of the previous chapters. They
also show that besides constraint propagation, the exploration of
the search space must be carefully designed, taking into account
specific properties of the considered problem (e.g., dominance
relations, symmetries, possible use of decomposition rules).
Chapter 9 mentions various extensions of the model and presents
promising research directions.
|
You may like...
Fast X
Vin Diesel, Jason Momoa, …
DVD
R132
Discovery Miles 1 320
|