Simulated Annealing

Simulated Annealing
Author: Marcos Sales Guerra Tsuzuki
Publisher: BoD – Books on Demand
Total Pages: 297
Release: 2012-10-17
Genre: Computers
ISBN: 9535107674

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This book presents state of the art contributes to Simulated Annealing (SA) that is a well-known probabilistic meta-heuristic. It is used to solve discrete and continuous optimization problems. The significant advantage of SA over other solution methods has made it a practical solution method for solving complex optimization problems. Book is consisted of 13 chapters, classified in single and multiple objectives applications and it provides the reader with the knowledge of SA and several applications. We encourage readers to explore SA in their work, mainly because it is simple and can determine extremely very good results.

Facts, Conjectures, and Improvements for Simulated Annealing

Facts, Conjectures, and Improvements for Simulated Annealing
Author: Peter Salamon
Publisher: SIAM
Total Pages: 163
Release: 2002-01-01
Genre: Simulated annealing (Mathematics)
ISBN: 9780898718300

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An introduction to simulated annealing. This book brings together for the first time many of the theoretical foundations for improvements to algorithms for global optimization that until now existed only in scattered research articles.

Applied Simulated Annealing

Applied Simulated Annealing
Author: René Victor Valqui Vidal
Publisher:
Total Pages: 376
Release: 1993
Genre: Mathematics
ISBN:

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The 8th International Symposium on fracture mechanics of ceramics was held in on the campus of the University of Houston, Houston, TX, USA, on February 25-28, 2003. With the natural maturing of the fields of structural ceramics, this symposium focused on nano-scale materials, composites, thin films and coatings as well as glass. The symposium also addressed new issues on fundamentals of fracture mechanics and contact mechanics, and a session on reliability and standardization.

Probability and Algorithms

Probability and Algorithms
Author: National Research Council
Publisher: National Academies Press
Total Pages: 189
Release: 1992-02-01
Genre: Mathematics
ISBN: 0309047765

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Some of the hardest computational problems have been successfully attacked through the use of probabilistic algorithms, which have an element of randomness to them. Concepts from the field of probability are also increasingly useful in analyzing the performance of algorithms, broadening our understanding beyond that provided by the worst-case or average-case analyses. This book surveys both of these emerging areas on the interface of the mathematical sciences and computer science. It is designed to attract new researchers to this area and provide them with enough background to begin explorations of their own.

Simulated Annealing

Simulated Annealing
Author: Marcos de Sales Guerra Tsuzuki
Publisher: Nova Science Publishers
Total Pages: 0
Release: 2014
Genre: Simulated annealing (Mathematics)
ISBN: 9781631172687

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This book presents state of the art contributes to Simulated Annealing (SA) that is a well-known probabilistic meta-heuristic. It contains 9 chapters explaining SA key concepts, constraint optimisation, hybrid SA combining with other techniques, and several applications: aircraft design, molecule reconstruction, spacecraft trajectory, thermodynamics, truck scheduling and marine protected design scenarios.

Simulated Annealing and Boltzmann Machines

Simulated Annealing and Boltzmann Machines
Author: Emile H. L. Aarts
Publisher: John Wiley & Sons
Total Pages: 298
Release: 1989
Genre: Computers
ISBN:

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Wiley-Interscience Series in Discrete Mathematics and Optimization Advisory Editors Ronald L. Graham Jan Karel Lenstra Robert E. Tarjan Discrete Mathematics and Optimization involves the study of finite structures. It is one of the fastest growing areas in mathematics today. The level and depth of recent advances in the area and the wide applicability of its evolving techniques point to the rapidity with which the field is moving from its beginnings to maturity and presage the ever-increasing interaction between it and computer science. The Series provides a broad coverage of discrete mathematics and optimization, ranging over such fields as combinatorics, graph theory, enumeration, mathematical programming and the analysis of algorithms, and including such topics as Ramsey theory, transversal theory, block designs, finite geometries, Polya theory, graph and matroid algorithms, network flows, polyhedral combinatorics and computational complexity. The Wiley - Interscience Series in Discrete Mathematics and Optimization will be a substantial part of the record of this extraordinary development. Recent titles in the Series: Search Problems Rudolf Ahlswede, University of Bielefeld, Federal Republic of Germany Ingo Wegener, Johann Wolfgang Goethe University, Frankfurt, Federal Republic of Germany The problems of search, exploration, discovery and identification are of key importance in a wide variety of applications. This book will be of great interest to all those concerned with searching, sorting, information processing, design of experiments and optimal allocation of resources. 1987 Introduction to Optimization E. M. L. Beale FRS, Scicon Ltd, Milton Keynes, and Imperial College, London This book is intended as an introduction to the many topics covered by the term 'optimization', with special emphasis on applications in industry. It is divided into three parts. The first part covers unconstrained optimization, the second describes the methods used to solve linear programming problems, and the third covers nonlinear programming, integer programming and dynamic programming. The book is intended for senior undergraduate and graduate students studying optimization as part of a course in mathematics, computer science or engineering. 1988

Simulated Annealing: Theory and Applications

Simulated Annealing: Theory and Applications
Author: P.J. van Laarhoven
Publisher: Springer Science & Business Media
Total Pages: 196
Release: 2013-03-09
Genre: Mathematics
ISBN: 9401577447

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It isn't that they can't see the solution. It is Approach your problems from the right end and begin with the answers. Then one day, that they can't see the problem. perhaps you will find the final question. O. K. Chesterton. The Scandal of Father 'The Hermit Clad in Crane Feathers' in R. Brown 'The point of a Pin'. van Oulik's The Chinese Maze Murders. Growing specialization and diversification have brought a host of monographs and textbooks or increasingly specialized topics. However, the "tree" of knowledg~ of mathematics and related fields does not grow only by putting forth new branches. It also ·happens, quite often in fact, that branches which were thought to be completely disparate are suddenly seen to be related. Further, the ~d and level of sophistication of mathematics applied in various sciences has changed drastically in recent years: measure theory is used (non-trivially) in regional and theoretical economics; algebraic geometry interacts with physics; the Minkowsky lemma, coding theory and the structure of water meet one another in packing and covering theory; quantum fields, crystal defects and mathematical programming profit from homotopy theory; Lie algebras are relevant to filtering; and prediction and electrical engineering can use Stein spaces. And in addition to this there are such new emerging subdisciplines as "experimental mathematics", "CFD", "completely integrable systems", "chaos, synergetics and large-scale order", which are almost impossible to fit into the existing classification schemes. They draw upon widely different sections of mathematics.

Global Optimization Methods in Geophysical Inversion

Global Optimization Methods in Geophysical Inversion
Author: Mrinal K. Sen
Publisher: Cambridge University Press
Total Pages: 303
Release: 2013-02-21
Genre: Mathematics
ISBN: 1107011906

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An up-to-date overview of global optimization methods used to formulate and interpret geophysical observations, for researchers, graduate students and professionals.

Simulated Annealing for VLSI Design

Simulated Annealing for VLSI Design
Author: D.F. Wong
Publisher: Springer Science & Business Media
Total Pages: 206
Release: 2012-12-06
Genre: Mathematics
ISBN: 1461316774

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This monograph represents a summary of our work in the last two years in applying the method of simulated annealing to the solution of problems that arise in the physical design of VLSI circuits. Our study is experimental in nature, in that we are con cerned with issues such as solution representations, neighborhood structures, cost functions, approximation schemes, and so on, in order to obtain good design results in a reasonable amount of com putation time. We hope that our experiences with the techniques we employed, some of which indeed bear certain similarities for different problems, could be useful as hints and guides for other researchers in applying the method to the solution of other prob lems. Work reported in this monograph was partially supported by the National Science Foundation under grant MIP 87-03273, by the Semiconductor Research Corporation under contract 87-DP- 109, by a grant from the General Electric Company, and by a grant from the Sandia Laboratories.