Handbook Of Global Optimization PDF Download
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Author | : R. Horst |
Publisher | : Springer Science & Business Media |
Total Pages | : 891 |
Release | : 2013-12-11 |
Genre | : Mathematics |
ISBN | : 1461520258 |
Download Handbook of Global Optimization Book in PDF, ePub and Kindle
Global optimization is concerned with the computation and characterization of global optima of nonlinear functions. During the past three decades the field of global optimization has been growing at a rapid pace, and the number of publications on all aspects of global optimization has been increasing steadily. Many applications, as well as new theoretical, algorithmic, and computational contributions have resulted. The Handbook of Global Optimization is the first comprehensive book to cover recent developments in global optimization. Each contribution in the Handbook is essentially expository in nature, but scholarly in its treatment. The chapters cover optimality conditions, complexity results, concave minimization, DC programming, general quadratic programming, nonlinear complementarity, minimax problems, multiplicative programming, Lipschitz optimization, fractional programming, network problems, trajectory methods, homotopy methods, interval methods, and stochastic approaches. The Handbook of Global Optimization is addressed to researchers in mathematical programming, as well as all scientists who use optimization methods to model and solve problems.
Author | : Panos M. Pardalos |
Publisher | : Springer Science & Business Media |
Total Pages | : 571 |
Release | : 2013-04-18 |
Genre | : Mathematics |
ISBN | : 1475753624 |
Download Handbook of Global Optimization Book in PDF, ePub and Kindle
In 1995 the Handbook of Global Optimization (first volume), edited by R. Horst, and P.M. Pardalos, was published. This second volume of the Handbook of Global Optimization is comprised of chapters dealing with modern approaches to global optimization, including different types of heuristics. Topics covered in the handbook include various metaheuristics, such as simulated annealing, genetic algorithms, neural networks, taboo search, shake-and-bake methods, and deformation methods. In addition, the book contains chapters on new exact stochastic and deterministic approaches to continuous and mixed-integer global optimization, such as stochastic adaptive search, two-phase methods, branch-and-bound methods with new relaxation and branching strategies, algorithms based on local optimization, and dynamical search. Finally, the book contains chapters on experimental analysis of algorithms and software, test problems, and applications.
Author | : Christodoulos A. Floudas |
Publisher | : Springer Science & Business Media |
Total Pages | : 447 |
Release | : 2013-03-09 |
Genre | : Technology & Engineering |
ISBN | : 1475730403 |
Download Handbook of Test Problems in Local and Global Optimization Book in PDF, ePub and Kindle
This collection of challenging and well-designed test problems arising in literature studies also contains a wide spectrum of applications, including pooling/blending operations, heat exchanger network synthesis, homogeneous azeotropic separation, and dynamic optimization and optimal control problems.
Author | : Mandal, Jyotsna Kumar |
Publisher | : IGI Global |
Total Pages | : 1199 |
Release | : 2016-05-25 |
Genre | : Computers |
ISBN | : 1522500596 |
Download Handbook of Research on Natural Computing for Optimization Problems Book in PDF, ePub and Kindle
Nature-inspired computation is an interdisciplinary topic area that connects the natural sciences to computer science. Since natural computing is utilized in a variety of disciplines, it is imperative to research its capabilities in solving optimization issues. The Handbook of Research on Natural Computing for Optimization Problems discusses nascent optimization procedures in nature-inspired computation and the innovative tools and techniques being utilized in the field. Highlighting empirical research and best practices concerning various optimization issues, this publication is a comprehensive reference for researchers, academicians, students, scientists, and technology developers interested in a multidisciplinary perspective on natural computational systems.
Author | : My T. Thai |
Publisher | : Springer Science & Business Media |
Total Pages | : 539 |
Release | : 2011-11-25 |
Genre | : Mathematics |
ISBN | : 1461408571 |
Download Handbook of Optimization in Complex Networks Book in PDF, ePub and Kindle
Complex Social Networks is a newly emerging (hot) topic with applications in a variety of domains, such as communication networks, engineering networks, social networks, and biological networks. In the last decade, there has been an explosive growth of research on complex real-world networks, a theme that is becoming pervasive in many disciplines, ranging from mathematics and computer science to the social and biological sciences. Optimization of complex communication networks requires a deep understanding of the interplay between the dynamics of the physical network and the information dynamics within the network. Although there are a few books addressing social networks or complex networks, none of them has specially focused on the optimization perspective of studying these networks. This book provides the basic theory of complex networks with several new mathematical approaches and optimization techniques to design and analyze dynamic complex networks. A wide range of applications and optimization problems derived from research areas such as cellular and molecular chemistry, operations research, brain physiology, epidemiology, and ecology.
Author | : Vishal Jain |
Publisher | : CRC Press |
Total Pages | : 295 |
Release | : 2021-11-02 |
Genre | : Technology & Engineering |
ISBN | : 100045567X |
Download Handbook of Machine Learning for Computational Optimization Book in PDF, ePub and Kindle
Focuses on new machine learning developments that can lead to newly developed applications Uses a predictive and futuristic approach which makes Machine Learning a promising tool for business processes and sustainable solutions Promotes newer algorithms which are more efficient and reliable for a new dimension in discovering certain latent domains of applications Discusses the huge potential in making better use of machines in order to ensure optimal prediction, execution, and decision-making Offers many real-time case studies
Author | : Mauricio G.C. Resende |
Publisher | : Springer Science & Business Media |
Total Pages | : 1120 |
Release | : 2008-12-10 |
Genre | : Mathematics |
ISBN | : 0387301658 |
Download Handbook of Optimization in Telecommunications Book in PDF, ePub and Kindle
This comprehensive handbook brings together experts who use optimization to solve problems that arise in telecommunications. It is the first book to cover in detail the field of optimization in telecommunications. Recent optimization developments that are frequently applied to telecommunications are covered. The spectrum of topics covered includes planning and design of telecommunication networks, routing, network protection, grooming, restoration, wireless communications, network location and assignment problems, Internet protocol, World Wide Web, and stochastic issues in telecommunications. The book’s objective is to provide a reference tool for the increasing number of scientists and engineers in telecommunications who depend upon optimization.
Author | : Ivan Zelinka |
Publisher | : Springer Science & Business Media |
Total Pages | : 1088 |
Release | : 2012-09-26 |
Genre | : Technology & Engineering |
ISBN | : 3642305040 |
Download Handbook of Optimization Book in PDF, ePub and Kindle
Optimization problems were and still are the focus of mathematics from antiquity to the present. Since the beginning of our civilization, the human race has had to confront numerous technological challenges, such as finding the optimal solution of various problems including control technologies, power sources construction, applications in economy, mechanical engineering and energy distribution amongst others. These examples encompass both ancient as well as modern technologies like the first electrical energy distribution network in USA etc. Some of the key principles formulated in the middle ages were done by Johannes Kepler (Problem of the wine barrels), Johan Bernoulli (brachystochrone problem), Leonhard Euler (Calculus of Variations), Lagrange (Principle multipliers), that were formulated primarily in the ancient world and are of a geometric nature. In the beginning of the modern era, works of L.V. Kantorovich and G.B. Dantzig (so-called linear programming) can be considered amongst others. This book discusses a wide spectrum of optimization methods from classical to modern, alike heuristics. Novel as well as classical techniques is also discussed in this book, including its mutual intersection. Together with many interesting chapters, a reader will also encounter various methods used for proposed optimization approaches, such as game theory and evolutionary algorithms or modelling of evolutionary algorithm dynamics like complex networks.
Author | : Godfrey C. Onwubolu |
Publisher | : Springer Science & Business Media |
Total Pages | : 226 |
Release | : 2009-01-13 |
Genre | : Computers |
ISBN | : 3540921508 |
Download Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization Book in PDF, ePub and Kindle
This is the first book devoted entirely to Differential Evolution (DE) for global permutative-based combinatorial optimization. Since its original development, DE has mainly been applied to solving problems characterized by continuous parameters. This means that only a subset of real-world problems could be solved by the original, classical DE algorithm. This book presents in detail the various permutative-based combinatorial DE formulations by their initiators in an easy-to-follow manner, through extensive illustrations and computer code. It is a valuable resource for professionals and students interested in DE in order to have full potentials of DE at their disposal as a proven optimizer. All source programs in C and Mathematica programming languages are downloadable from the website of Springer.
Author | : Kim, Dookie |
Publisher | : IGI Global |
Total Pages | : 618 |
Release | : 2018-06-15 |
Genre | : Technology & Engineering |
ISBN | : 1522547673 |
Download Handbook of Research on Predictive Modeling and Optimization Methods in Science and Engineering Book in PDF, ePub and Kindle
The disciplines of science and engineering rely heavily on the forecasting of prospective constraints for concepts that have not yet been proven to exist, especially in areas such as artificial intelligence. Obtaining quality solutions to the problems presented becomes increasingly difficult due to the number of steps required to sift through the possible solutions, and the ability to solve such problems relies on the recognition of patterns and the categorization of data into specific sets. Predictive modeling and optimization methods allow unknown events to be categorized based on statistics and classifiers input by researchers. The Handbook of Research on Predictive Modeling and Optimization Methods in Science and Engineering is a critical reference source that provides comprehensive information on the use of optimization techniques and predictive models to solve real-life engineering and science problems. Through discussions on techniques such as robust design optimization, water level prediction, and the prediction of human actions, this publication identifies solutions to developing problems and new solutions for existing problems, making this publication a valuable resource for engineers, researchers, graduate students, and other professionals.