Share

Stochastic Global Optimization

2007-11-20 Mathematics
Download Stochastic Global Optimization PDF Online Free

Author :
Release : 2007-11-20
Genre : Mathematics
Kind : eBook
Book Rating : 400/5 ( reviews)

GET EBOOK


Book Synopsis Stochastic Global Optimization by : Anatoly Zhigljavsky

Download or read book Stochastic Global Optimization written by Anatoly Zhigljavsky. This book was released on 2007-11-20. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the main methodological and theoretical developments in stochastic global optimization. It is designed to inspire readers to explore various stochastic methods of global optimization by clearly explaining the main methodological principles and features of the methods. Among the book’s features is a comprehensive study of probabilistic and statistical models underlying the stochastic optimization algorithms.

Stochastic Global Optimization

2010 Computers
Download Stochastic Global Optimization PDF Online Free

Author :
Release : 2010
Genre : Computers
Kind : eBook
Book Rating : 219/5 ( reviews)

GET EBOOK


Book Synopsis Stochastic Global Optimization by : Gade Pandu Rangaiah

Download or read book Stochastic Global Optimization written by Gade Pandu Rangaiah. This book was released on 2010. Available in PDF, EPUB and Kindle. Book excerpt: Ch. 1. Introduction / Gade Pandu Rangaiah -- ch. 2. Formulation and illustration of Luus-Jaakola optimization procedure / Rein Luus -- ch. 3. Adaptive random search and simulated annealing optimizers : algorithms and application issues / Jacek M. Jezowski, Grzegorz Poplewski and Roman Bochenek -- ch. 4. Genetic algorithms in process engineering : developments and implementation issues / Abdunnaser Younes, Ali Elkamel and Shawki Areibi -- ch. 5. Tabu search for global optimization of problems having continuous variables / Sim Mong Kai, Gade Pandu Rangaiah and Mekapati Srinivas -- ch. 6. Differential evolution : method, developments and chemical engineering applications / Chen Shaoqiang, Gade Pandu Rangaiah and Mekapati Srinivas -- ch. 7. Ant colony optimization : details of algorithms suitable for process engineering / V.K. Jayaraman [und weitere] -- ch. 8. Particle swarm optimization for solving NLP and MINLP in chemical engineering / Bassem Jarboui [und weitere] -- ch. 9. An introduction to the harmony search algorithm / Gordon Ingram and Tonghua Zhang -- ch. 10. Meta-heuristics : evaluation and reporting techniques / Abdunnaser Younes, Ali Elkamel and Shawki Areibi -- ch. 11. A hybrid approach for constraint handling in MINLP optimization using stochastic algorithms / G.A. Durand [und weitere] -- ch. 12. Application of Luus-Jaakola optimization procedure to model reduction, parameter estimation and optimal control / Rein Luus -- ch. 13. Phase stability and equilibrium calculations in reactive systems using differential evolution and tabu search / Adrian Bonilla-Petriciolet [und weitere] -- ch. 14. Differential evolution with tabu list for global optimization : evaluation of two versions on benchmark and phase stability problems / Mekapati Srinivas and Gade Pandu Rangaiah -- ch. 15. Application of adaptive random search optimization for solving industrial water allocation problem / Grzegorz Poplewski and Jacek M. Jezowski -- ch. 16. Genetic algorithms formulation for retrofitting heat exchanger network / Roman Bochenek and Jacek M. Jezowski -- ch. 17. Ant colony optimization for classification and feature selection / V.K. Jayaraman [und weitere] -- ch. 18. Constraint programming and genetic algorithm / Prakash R. Kotecha, Mani Bhushan and Ravindra D. Gudi -- ch. 19. Schemes and implementations of parallel stochastic optimization algorithms application of tabu search to chemical engineering problems / B. Lin and D.C. Miller

Stochastic Adaptive Search for Global Optimization

2013-11-27 Mathematics
Download Stochastic Adaptive Search for Global Optimization PDF Online Free

Author :
Release : 2013-11-27
Genre : Mathematics
Kind : eBook
Book Rating : 824/5 ( reviews)

GET EBOOK


Book Synopsis Stochastic Adaptive Search for Global Optimization by : Z.B. Zabinsky

Download or read book Stochastic Adaptive Search for Global Optimization written by Z.B. Zabinsky. This book was released on 2013-11-27. Available in PDF, EPUB and Kindle. Book excerpt: The field of global optimization has been developing at a rapid pace. There is a journal devoted to the topic, as well as many publications and notable books discussing various aspects of global optimization. This book is intended to complement these other publications with a focus on stochastic methods for global optimization. Stochastic methods, such as simulated annealing and genetic algo rithms, are gaining in popularity among practitioners and engineers be they are relatively easy to program on a computer and may be cause applied to a broad class of global optimization problems. However, the theoretical performance of these stochastic methods is not well under stood. In this book, an attempt is made to describe the theoretical prop erties of several stochastic adaptive search methods. Such a theoretical understanding may allow us to better predict algorithm performance and ultimately design new and improved algorithms. This book consolidates a collection of papers on the analysis and de velopment of stochastic adaptive search. The first chapter introduces random search algorithms. Chapters 2-5 describe the theoretical anal ysis of a progression of algorithms. A main result is that the expected number of iterations for pure adaptive search is linear in dimension for a class of Lipschitz global optimization problems. Chapter 6 discusses algorithms, based on the Hit-and-Run sampling method, that have been developed to approximate the ideal performance of pure random search. The final chapter discusses several applications in engineering that use stochastic adaptive search methods.

Stochastic and Global Optimization

2002-03-31 Computers
Download Stochastic and Global Optimization PDF Online Free

Author :
Release : 2002-03-31
Genre : Computers
Kind : eBook
Book Rating : 842/5 ( reviews)

GET EBOOK


Book Synopsis Stochastic and Global Optimization by : G. Dzemyda

Download or read book Stochastic and Global Optimization written by G. Dzemyda. This book was released on 2002-03-31. Available in PDF, EPUB and Kindle. Book excerpt: This book is dedicated to the 70th birthday of Professor J. Mockus, whose scientific interests include theory and applications of global and discrete optimization, and stochastic programming. The papers for the book were selected because they relate to these topics and also satisfy the criterion of theoretical soundness combined with practical applicability. In addition, the methods for statistical analysis of extremal problems are covered. Although statistical approach to global and discrete optimization is emphasized, applications to optimal design and to mathematical finance are also presented. The results of some subjects (e.g., statistical models based on one-dimensional global optimization) are summarized and the prospects for new developments are justified. Audience: Practitioners, graduate students in mathematics, statistics, computer science and engineering.

Stochastic Optimization

2007-08-06 Computers
Download Stochastic Optimization PDF Online Free

Author :
Release : 2007-08-06
Genre : Computers
Kind : eBook
Book Rating : 604/5 ( reviews)

GET EBOOK


Book Synopsis Stochastic Optimization by : Johannes Schneider

Download or read book Stochastic Optimization written by Johannes Schneider. This book was released on 2007-08-06. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses stochastic optimization procedures in a broad manner. The first part offers an overview of relevant optimization philosophies; the second deals with benchmark problems in depth, by applying a selection of optimization procedures. Written primarily with scientists and students from the physical and engineering sciences in mind, this book addresses a larger community of all who wish to learn about stochastic optimization techniques and how to use them.

You may also like...