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Titlebook: Global Optimization; From Theory to Imple Leo Liberti,Nelson Maculan Book 2006 Springer-Verlag US 2006 Monte Carlo method.Transformation.al

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发表于 2025-3-21 19:21:50 | 显示全部楼层 |阅读模式
书目名称Global Optimization
副标题From Theory to Imple
编辑Leo Liberti,Nelson Maculan
视频video
概述Source of ideas for people who need to implement global optimization software.Focuses on implementation of algorithms, whereas most global optimization literature focuses on theory.Includes supplement
丛书名称Nonconvex Optimization and Its Applications
图书封面Titlebook: Global Optimization; From Theory to Imple Leo Liberti,Nelson Maculan Book 2006 Springer-Verlag US 2006 Monte Carlo method.Transformation.al
描述.Most books about global optimization describe the theory of the algorithms, whereas a given implementation’s quality never depends exclusively on the theoretical soundness of the algorithms that are implemented. The literature rarely discusses the tuning of algorithmic parameters, implementation tricks, software architectures, and the embedding of local solvers within global solvers. And yet, there are many good software implementations "out there” from which the entire community could learn something...The scope of this book is moving a few steps toward the systematization of the path that goes from the invention to the implementation and testing of a global optimization algorithm. Some of the contributors to the book are famous and some are less well-known, but all are experts in the discipline of actually getting global optimization to work. Thus, the papers in this book address the following topics:..- Descriptions of new implementations of general-purpose or problem-specific global optimization algorithms..- New algorithms in global optimization (some with numerical results and a discussion of the implementation)..- Surveys discussing existing software packages..
出版日期Book 2006
关键词Monte Carlo method; Transformation; algorithm; algorithms; linear optimization; optimization; programming
版次1
doihttps://doi.org/10.1007/0-387-30528-9
isbn_softcover978-1-4419-3930-2
isbn_ebook978-0-387-30528-8Series ISSN 1571-568X
issn_series 1571-568X
copyrightSpringer-Verlag US 2006
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Robert Fantina,Andriy Storozhuk,Kamal Goyalal VNS algorithm is implemented within the software package GLOB. The tests are performed on some standard test functions and on a class of NP-hard global optimization problems arising in practice. The computational results show the potential of the new software.
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GLOB — A new VNS-based Software for Global Optimizational VNS algorithm is implemented within the software package GLOB. The tests are performed on some standard test functions and on a class of NP-hard global optimization problems arising in practice. The computational results show the potential of the new software.
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MathOptimizer Professional: Key Features and Illustrative Applicationsfessional (MOP) has been recently developed to solve nonlinear optimization problems formulated in the ISTC system .. We introduce this software package, and review its key functionality and options. MOP is then used to solve illustrative circle packing problems, including both well-frequented models and a new (more difficult) model-class.
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On generating Instances for the Molecular Distance Geometry Problembetween pairs of atoms. It can be formulated as a global minimization problem, where the main difficulty is the exponential increasing of local minimizers with the size of the molecule. The aim of this study is to generate new instances for the molecular distance geometry problem that can be used in order to test algorithms designed to solve it.
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Leo Liberti,Nelson MaculanSource of ideas for people who need to implement global optimization software.Focuses on implementation of algorithms, whereas most global optimization literature focuses on theory.Includes supplement
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