Adaption Of Simulated Annealing To Chemical Optimization Problems

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Adaption of Simulated Annealing to Chemical Optimization Problems

Author : J.H. Kalivas
Publisher : Elsevier
ISBN 13 : 0080544746
Total Pages : 489 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Adaption of Simulated Annealing to Chemical Optimization Problems by : J.H. Kalivas

Download or read book Adaption of Simulated Annealing to Chemical Optimization Problems written by J.H. Kalivas and published by Elsevier. This book was released on 1995-08-01 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optimization problems occurring regularly in chemistry, vary from selecting the best wavelength design for optimal spectroscopic concentration predictions to geometry optimization of atomic clusters and protein folding. Numerous optimization tactics have been explored to solve these problems. While most optimizers maintain the ability to locate global optima for simple problems, few are robust against local optima convergence with regard to difficult or large scale optimization problems. Simulated annealing (SA) has shown a great tolerance to local optima convergence and is often called a global optimizer. The optimizaton algorithm has found wide use in numerous areas such as engineering, computer science, communication, image recognition, operation research, physics, and biology. Recently, SA and variations thereof have shown considerable success in solving numerous chemical optimization problems. The main thrust of this book is to demonstrate the use of SA in a wide range of chemical problems. The potentiality of SA, GSA and other modifications of SA to serve specific needs in a variety of chemical disciplines are covered. A detailed discussion on SA and GSA is given in Chapter 1, presenting the theoretical framework from which a computer program can be written by the reader. The remainder of the book describes applications of SA type algorithms to a diverse set of chemical problems. The final chapter contains an algorithm for GSA written in the MatLab programming environment. This program can be easily adapted to any optimization problem and with only slight modifications, can be altered to perform SA. A general flowchart is also given.

Integration of Simulated Annealing to Speedup for Dynamic Optimization of Chemical Processes

Author : Pu Li
Publisher :
ISBN 13 :
Total Pages : 8 pages
Book Rating : 4.:/5 (42 download)

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Book Synopsis Integration of Simulated Annealing to Speedup for Dynamic Optimization of Chemical Processes by : Pu Li

Download or read book Integration of Simulated Annealing to Speedup for Dynamic Optimization of Chemical Processes written by Pu Li and published by . This book was released on 1999 with total page 8 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Simulated Annealing for the Optimization of Chemical Batch Production Processes

Author : Michael Hanke
Publisher :
ISBN 13 :
Total Pages : 23 pages
Book Rating : 4.:/5 (247 download)

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Book Synopsis Simulated Annealing for the Optimization of Chemical Batch Production Processes by : Michael Hanke

Download or read book Simulated Annealing for the Optimization of Chemical Batch Production Processes written by Michael Hanke and published by . This book was released on 1998 with total page 23 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Simulated Annealing for 'spin-glass-like' Optimization Problems

Author : I. Morgenstern
Publisher :
ISBN 13 :
Total Pages : 9 pages
Book Rating : 4.:/5 (897 download)

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Book Synopsis Simulated Annealing for 'spin-glass-like' Optimization Problems by : I. Morgenstern

Download or read book Simulated Annealing for 'spin-glass-like' Optimization Problems written by I. Morgenstern and published by . This book was released on 1987 with total page 9 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multi-objective Optimization: Techniques And Applications In Chemical Engineering (With Cd-rom)

Author : Gade Pandu Rangaiah
Publisher : World Scientific
ISBN 13 : 9814469386
Total Pages : 454 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Multi-objective Optimization: Techniques And Applications In Chemical Engineering (With Cd-rom) by : Gade Pandu Rangaiah

Download or read book Multi-objective Optimization: Techniques And Applications In Chemical Engineering (With Cd-rom) written by Gade Pandu Rangaiah and published by World Scientific. This book was released on 2008-12-22 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optimization has been playing a key role in the design, planning and operation of chemical and related processes for nearly half a century. Although process optimization for multiple objectives was studied by several researchers back in the 1970s and 1980s, it has attracted active research in the last 10 years, spurred by the new and effective techniques for multi-objective optimization. In order to capture this renewed interest, this monograph presents the recent and ongoing research in multi-optimization techniques and their applications in chemical engineering.Following a brief introduction and general review on the development of multi-objective optimization applications in chemical engineering since 2000, the book gives a description of selected multi-objective techniques and then goes on to discuss chemical engineering applications. These applications are from diverse areas within chemical engineering, and are presented in detail. All chapters will be of interest to researchers in multi-objective optimization and/or chemical engineering; they can be read individually and used in one's learning and research. Several exercises are included at the end of many chapters, for use by both practicing engineers and students.

Applied Simulated Annealing

Author : René Victor Valqui Vidal
Publisher :
ISBN 13 :
Total Pages : 376 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Applied Simulated Annealing by : René Victor Valqui Vidal

Download or read book Applied Simulated Annealing written by René Victor Valqui Vidal and published by . This book was released on 1993 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Facts, Conjectures, and Improvements for Simulated Annealing

Author : Peter Salamon
Publisher : Cambridge University Press
ISBN 13 : 9780898715088
Total Pages : 172 pages
Book Rating : 4.7/5 (15 download)

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Book Synopsis Facts, Conjectures, and Improvements for Simulated Annealing by : Peter Salamon

Download or read book Facts, Conjectures, and Improvements for Simulated Annealing written by Peter Salamon and published by Cambridge University Press. This book was released on 2002 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to this topic for novices which provides an informative review of the area for the more expert reader.

On the behavior of simulated annealing

Author : Bertrand Braschi
Publisher :
ISBN 13 :
Total Pages : 13 pages
Book Rating : 4.:/5 (243 download)

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Book Synopsis On the behavior of simulated annealing by : Bertrand Braschi

Download or read book On the behavior of simulated annealing written by Bertrand Braschi and published by . This book was released on 1989 with total page 13 pages. Available in PDF, EPUB and Kindle. Book excerpt: We study the behavior of the Simulated Annealing algorithm when searching for either exact or near-optimal solutions for combinatorial optimization problems. In general terms these problems consist in finding a global minimum of a cost function on a set of states (i.e. combinatorial objects, also called feasibble solutions). If an exact solution is to be found, it has been proved that Simulated Annealing is asimptotically worse than randomized local search. Following this result we prove in this paper that most of the known parallel versions of Simulated Annealing behave asymptotically worse than parallel randomized local search.

Multiple Approaches to Intelligent Systems

Author : Ibrahim F. Imam
Publisher : Springer
ISBN 13 : 3540487654
Total Pages : 918 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Multiple Approaches to Intelligent Systems by : Ibrahim F. Imam

Download or read book Multiple Approaches to Intelligent Systems written by Ibrahim F. Imam and published by Springer. This book was released on 2004-05-19 with total page 918 pages. Available in PDF, EPUB and Kindle. Book excerpt: We never create anything, We discover and reproduce. The Twelfth International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems has a distinguished theme. It is concerned with bridging the gap between the academic and the industrial worlds of Artificial Intelligence (AI) and Expert Systems. The academic world is mainly concerned with discovering new algorithms, approaches, and methodologies; however, the industrial world is mainly driven by profits, and concerned with producing new products or solving customers’ problems. Ten years ago, the artificial intelligence research gap between academia and industry was very broad. Recently, this gap has been narrowed by the emergence of new fields and new joint research strategies in academia. Among the new fields which contributed to the academic-industrial convergence are knowledge representation, machine learning, searching, reasoning, distributed AI, neural networks, data mining, intelligent agents, robotics, pattern recognition, vision, applications of expert systems, and others. It is worth noting that the end results of research in these fields are usually products rather than empirical analyses and theoretical proofs. Applications of such technologies have found great success in many domains including fraud detection, internet service, banking, credit risk and assessment, telecommunication, etc. Progress in these areas has encouraged the leading corporations to institute research funding programs for academic institutes. Others have their own research laboratories, some of which produce state of the art research.

Wavelets in Chemistry

Author : Beata Walczak
Publisher : Elsevier
ISBN 13 : 008054374X
Total Pages : 571 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Wavelets in Chemistry by : Beata Walczak

Download or read book Wavelets in Chemistry written by Beata Walczak and published by Elsevier. This book was released on 2000-05-10 with total page 571 pages. Available in PDF, EPUB and Kindle. Book excerpt: Wavelets seem to be the most efficient tool in signal denoising and compression. They can be used in an unlimited number of applications in all fields of chemistry where the instrumental signals are the source of information about the studied chemical systems or phenomena, and in all cases where these signals have to be archived. The quality of the instrumental signals determines the quality of answer to the basic analytical questions: how many components are in the studied systems, what are these components like and what are their concentrations? Efficient compression of the signal sets can drastically speed up further processing such as data visualization, modelling (calibration and pattern recognition) and library search. Exploration of the possible applications of wavelets in analytical chemistry has just started and this book will significantly speed up the process. The first part, concentrating on theoretical aspects, is written in a tutorial-like manner, with simple numerical examples. For the reader's convenience, all basic terms are explained in detail and all unique properties of wavelets are pinpointed and compared with the other types of basis function. The second part presents applications of wavelets from many branches of chemistry which will stimulate chemists to further exploration of this exciting subject.

Efficiency of Simulated Annealing Schedules for a Class of Optimization Problems

Author : Seong Pil Hur
Publisher :
ISBN 13 :
Total Pages : 470 pages
Book Rating : 4.:/5 (221 download)

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Book Synopsis Efficiency of Simulated Annealing Schedules for a Class of Optimization Problems by : Seong Pil Hur

Download or read book Efficiency of Simulated Annealing Schedules for a Class of Optimization Problems written by Seong Pil Hur and published by . This book was released on 1992 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Scientific Computing in Chemical Engineering II

Author : Frerich Keil
Publisher : Springer Science & Business Media
ISBN 13 : 9783540658511
Total Pages : 442 pages
Book Rating : 4.6/5 (585 download)

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Book Synopsis Scientific Computing in Chemical Engineering II by : Frerich Keil

Download or read book Scientific Computing in Chemical Engineering II written by Frerich Keil and published by Springer Science & Business Media. This book was released on 1999-05-19 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: The application of modern methods in numerical mathematics on problems in chemical engineering is essential for designing, analyzing and running chemical processes and even entire plants. Scientific Computing in Chemical Engineering II gives the state of the art from the point of view of numerical mathematicians as well as that of engineers. The present volume as part of a two-volume edition covers topics such as computer-aided process design, combustion and flame, image processing, optimization, control, and neural networks. The volume is aimed at scientists, practitioners and graduate students in chemical engineering, industrial engineering and numerical mathematics.

Searching for Global Minimum-energy Chemical Systems

Author : Seth Call
Publisher :
ISBN 13 :
Total Pages : 136 pages
Book Rating : 4.:/5 (691 download)

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Book Synopsis Searching for Global Minimum-energy Chemical Systems by : Seth Call

Download or read book Searching for Global Minimum-energy Chemical Systems written by Seth Call and published by . This book was released on 2006 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Applications of Metaheuristics in Process Engineering

Author : Jayaraman Valadi
Publisher : Springer
ISBN 13 : 3319065084
Total Pages : 451 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Applications of Metaheuristics in Process Engineering by : Jayaraman Valadi

Download or read book Applications of Metaheuristics in Process Engineering written by Jayaraman Valadi and published by Springer. This book was released on 2014-08-07 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: Metaheuristics exhibit desirable properties like simplicity, easy parallelizability and ready applicability to different types of optimization problems such as real parameter optimization, combinatorial optimization and mixed integer optimization. They are thus beginning to play a key role in different industrially important process engineering applications, among them the synthesis of heat and mass exchange equipment, synthesis of distillation columns and static and dynamic optimization of chemical and bioreactors. This book explains cutting-edge research techniques in related computational intelligence domains and their applications in real-world process engineering. It will be of interest to industrial practitioners and research academics.

Conceptual Perspectives in Quantum Chemistry

Author : Jean-Louis Calais
Publisher : Springer Science & Business Media
ISBN 13 : 9401155720
Total Pages : 562 pages
Book Rating : 4.4/5 (11 download)

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Book Synopsis Conceptual Perspectives in Quantum Chemistry by : Jean-Louis Calais

Download or read book Conceptual Perspectives in Quantum Chemistry written by Jean-Louis Calais and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 562 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rivers run into the sea, yet the sea is not full Ecclesiastes What is quantum chemistry? The straightforward answer is that it is what quan tum chemists do. But it must be admitted, that in contrast to physicists and chemists, "quantum chemists" seem to be a rather ill-defined category of scientists. Quantum chemists are more or less physicists (basically theoreticians), more or less chemists, and by large, computationists. But first and foremost, we, quantum chemists; are conscious beings. We may safely guess that quantum chemistry was one of the first areas in the natural sciences to lie on the boundaries of many disciplines. We may certainly claim that quantum chemists were the first to use computers for really large scale calculations. The scope of the problems which quantum chemistry wishes to answer and which, by its unique nature, only quantum chemistry can answer is growing daily. Retrospectively we may guess that many of those problems meet a daily need, or are say, technical in some sense. The rest are fundamental or conceptual. The daily life of most quantum chemists is usually filled with grasping the more or less technical problems. But it is at least as important to devote some time to the other kind of problems whose solution will open up new perspectives for both quantum chemistry itself and for the natural sciences in general.

Practical Guide To Chemometrics

Author : Paul Gemperline
Publisher : CRC Press
ISBN 13 : 1420018302
Total Pages : 552 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Practical Guide To Chemometrics by : Paul Gemperline

Download or read book Practical Guide To Chemometrics written by Paul Gemperline and published by CRC Press. This book was released on 2006-04-16 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: The limited coverage of data analysis and statistics offered in most undergraduate and graduate analytical chemistry courses is usually focused on practical aspects of univariate methods. Drawing in real-world examples, Practical Guide to Chemometrics, Second Edition offers an accessible introduction to application-oriented multivariate meth

Robustness of Analytical Chemical Methods and Pharmaceutical Technological Products

Author : M.M.W.B. Hendriks
Publisher : Elsevier
ISBN 13 : 0080540635
Total Pages : 361 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Robustness of Analytical Chemical Methods and Pharmaceutical Technological Products by : M.M.W.B. Hendriks

Download or read book Robustness of Analytical Chemical Methods and Pharmaceutical Technological Products written by M.M.W.B. Hendriks and published by Elsevier. This book was released on 1996-12-11 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: In analytical chemistry and pharmaceutical technology attention is increasingly focussed on improving the quality of methods and products. This book aims at fostering the awareness of the potential of existing mathematical and statistical methods to improve this quality. It provides procedures and ideas on how to make a product or a method less sensitive to small variations in influencing factors. Major issues covered are robustness and stability improvement and ruggedness testing. General strategies and a theoretical introduction to these methods are described, and thorough overviews of methods used in both application areas and descriptions of practical applications are given. Features of this book: • Gives a good overview of mathematical and statistical methods used in two application areas, i.e. pharmaceutical technology and analytical chemistry • Illustrates the different approaches available to attain robustness • Gives ideas on how to use methods in practical situations. The book is intended for those who develop and optimize, and are responsible for the overall quality of, analytical methods and pharmaceutical technological products and procedures.