The Annealing Algorithm (Paperback)

R.H.J.M. Otten

ISBN 10: 1461288991 / ISBN 13: 9781461288992

Published by Springer-Verlag New York Inc., New York, NY, 2011

About this Item

Paperback. The goal of the research out of which this monograph grew, was to make annealing as much as possible a general purpose optimization routine. At first glance this may seem a straight-forward task, for the formulation of its concept suggests applicability to any combinatorial optimization problem. All that is needed to run annealing on such a problem is a unique representation for each configuration, a procedure for measuring its quality, and a neighbor relation. Much more is needed however for obtaining acceptable results consistently in a reasonably short time. It is even doubtful whether the problem can be formulated such that annealing becomes an adequate approach for all instances of an optimization problem. Questions such as what is the best formulation for a given instance, and how should the process be controlled, have to be answered. Although much progress has been made in the years after the introduction of the concept into the field of combinatorial optimization in 1981, some important questions still do not have a definitive answer. In this book the reader will find the foundations of annealing in a self-contained and consistent presentation. Although the physical analogue from which the con cept emanated is mentioned in the first chapter, all theory is developed within the framework of markov chains. To achieve a high degree of instance independence adaptive strategies are introduced. The goal of the research out of which this monograph grew, was to make annealing as much as possible a general purpose optimization routine. It is even doubtful whether the problem can be formulated such that annealing becomes an adequate approach for all instances of an optimization problem. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.

Seller Inventory # 9781461288992

Bibliographic Details

• Title: The Annealing Algorithm (Paperback)
• Publisher: Springer-Verlag New York Inc., New York, NY
• Publication Date: 2011
• Language: English
• ISBN 10: 1461288991
• ISBN 13: 9781461288992
• Binding: Paperback
• Condition: new

About this title

Synopsis

The goal of the research out of which this monograph grew, was to make annealing as much as possible a general purpose optimization routine. At first glance this may seem a straight-forward task, for the formulation of its concept suggests applicability to any combinatorial optimization problem. All that is needed to run annealing on such a problem is a unique representation for each configuration, a procedure for measuring its quality, and a neighbor relation. Much more is needed however for obtaining acceptable results consistently in a reasonably short time. It is even doubtful whether the problem can be formulated such that annealing becomes an adequate approach for all instances of an optimization problem. Questions such as what is the best formulation for a given instance, and how should the process be controlled, have to be answered. Although much progress has been made in the years after the introduction of the concept into the field of combinatorial optimization in 1981, some important questions still do not have a definitive answer. In this book the reader will find the foundations of annealing in a self-contained and consistent presentation. Although the physical analogue from which the con­ cept emanated is mentioned in the first chapter, all theory is developed within the framework of markov chains. To achieve a high degree of instance independence adaptive strategies are introduced.

Review

`I highly recommend this book for colleagues versed in simulated annealing, particularly those who lean toward theory.'
D. Greening, Computer Reviews, June 1990