Global Optimization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Global Optimization write by Marco Locatelli. This book was released on 2013-10-16. Global Optimization available in PDF, EPUB and Kindle. This volume contains a thorough overview of the rapidly growing field of global optimization, with chapters on key topics such as complexity, heuristic methods, derivation of lower bounds for minimization problems, and branch-and-bound methods and convergence. The final chapter offers both benchmark test problems and applications of global optimization, such as finding the conformation of a molecule or planning an optimal trajectory for interplanetary space travel. An appendix provides fundamental information on convex and concave functions. Intended for Ph.D. students, researchers, and practitioners looking for advanced solution methods to difficult optimization problems. It can be used as a supplementary text in an advanced graduate-level seminar.
Optimization of Complex Systems: Theory, Models, Algorithms and Applications
Optimization of Complex Systems: Theory, Models, Algorithms and Applications - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Optimization of Complex Systems: Theory, Models, Algorithms and Applications write by Hoai An Le Thi. This book was released on 2019-06-15. Optimization of Complex Systems: Theory, Models, Algorithms and Applications available in PDF, EPUB and Kindle. This book contains 112 papers selected from about 250 submissions to the 6th World Congress on Global Optimization (WCGO 2019) which takes place on July 8–10, 2019 at University of Lorraine, Metz, France. The book covers both theoretical and algorithmic aspects of Nonconvex Optimization, as well as its applications to modeling and solving decision problems in various domains. It is composed of 10 parts, each of them deals with either the theory and/or methods in a branch of optimization such as Continuous optimization, DC Programming and DCA, Discrete optimization & Network optimization, Multiobjective programming, Optimization under uncertainty, or models and optimization methods in a specific application area including Data science, Economics & Finance, Energy & Water management, Engineering systems, Transportation, Logistics, Resource allocation & Production management. The researchers and practitioners working in Nonconvex Optimization and several application areas can find here many inspiring ideas and useful tools & techniques for their works.
Models and Algorithms for Global Optimization
Models and Algorithms for Global Optimization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Models and Algorithms for Global Optimization write by Aimo Törn. This book was released on 2007-04-08. Models and Algorithms for Global Optimization available in PDF, EPUB and Kindle. The research of Antanas Zilinskas has focused on developing models for global optimization, implementing and investigating the corresponding algorithms, and applying those algorithms to practical problems. This volume, dedicated to Professor Zilinskas on the occasion of his 60th birthday, contains new survey papers in which leading researchers from the field present various models and algorithms for solving global optimization problems.
Global Optimization in Action
Global Optimization in Action - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Global Optimization in Action write by János D. Pintér. This book was released on 2013-03-14. Global Optimization in Action available in PDF, EPUB and Kindle. In science, engineering and economics, decision problems are frequently modelled by optimizing the value of a (primary) objective function under stated feasibility constraints. In many cases of practical relevance, the optimization problem structure does not warrant the global optimality of local solutions; hence, it is natural to search for the globally best solution(s). Global Optimization in Action provides a comprehensive discussion of adaptive partition strategies to solve global optimization problems under very general structural requirements. A unified approach to numerous known algorithms makes possible straightforward generalizations and extensions, leading to efficient computer-based implementations. A considerable part of the book is devoted to applications, including some generic problems from numerical analysis, and several case studies in environmental systems analysis and management. The book is essentially self-contained and is based on the author's research, in cooperation (on applications) with a number of colleagues. Audience: Professors, students, researchers and other professionals in the fields of operations research, management science, industrial and applied mathematics, computer science, engineering, economics and the environmental sciences.
Global Optimization
Global Optimization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Global Optimization write by János D. Pintér. This book was released on 2006-10-13. Global Optimization available in PDF, EPUB and Kindle. Optimization models based on a nonlinear systems description often possess multiple local optima. The objective of Global Optimization (GO) is to find the best possible solution of multiextremal problems. This volume illustrates the applicability of GO modeling techniques and solution strategies to real-world problems. Coverage extends to a broad range of applications, from agroecosystem management to robot design. Proposed solutions encompass a range of practical and viable methods.
