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Titlebook: Optimization of Complex Systems: Theory, Models, Algorithms and Applications; Hoai An Le Thi,Hoai Minh Le,Tao Pham Dinh Conference proceed

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发表于 2025-3-21 17:07:40 | 显示全部楼层 |阅读模式
书目名称Optimization of Complex Systems: Theory, Models, Algorithms and Applications
编辑Hoai An Le Thi,Hoai Minh Le,Tao Pham Dinh
视频video
概述Includes the proceedings of the WCGO 2019—6th World Congress on Global Optimization, held on July 8–10 2019 in Metz, France.Presents recent research on Optimization of Complex Systems.Offers theory, m
丛书名称Advances in Intelligent Systems and Computing
图书封面Titlebook: Optimization of Complex Systems: Theory, Models, Algorithms and Applications;  Hoai An Le Thi,Hoai Minh Le,Tao Pham Dinh Conference proceed
描述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.
出版日期Conference proceedings 2020
关键词Global Optimization; World Congress on Global Optimization; Nonlinear Programming Non-smooth Optimizat
版次1
doihttps://doi.org/10.1007/978-3-030-21803-4
isbn_softcover978-3-030-21802-7
isbn_ebook978-3-030-21803-4Series ISSN 2194-5357 Series E-ISSN 2194-5365
issn_series 2194-5357
copyrightSpringer Nature Switzerland AG 2020
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A Population-Based Stochastic Coordinate Descent Methodned with the selected problems, we may conclude that the variants based on the point with highest score are more robust and the variants based on the best point less robust, although they win on efficiency but only for the simpler and easy to solve problems.
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On Conic Relaxations of Generalization of the Extended Trust Region Subproblems replaced by a general, possibly nonconvex, quadratic constraint. We demonstrate that the SDP relaxation can further be reformulated as an SOCP problem under a simultaneous diagonalization condition of the quadratic form. We then explore several sufficient conditions under which the SOCP relaxation of GETRS is exact under Slater condition.
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On Lagrange Duality for Several Classes of Nonconvex Optimization Problemsctions and para-convex functions. An important ingredient of the study is the regularity condition under which our strong Lagrangian duality theorem holds. This condition appears to be weaker than a number of already known regularity conditions, even for convex problems.
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2194-5357 research on Optimization of Complex Systems.Offers theory, mThis 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 an
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A B-Spline Global Optimization Algorithm for Optimal Power Flow Problemreveal a satisfactory improvement in terms of optimality when compared against traditional interior-point method based MATPOWER toolbox. Similarly, the results are also found to be satisfactory with respect to the global optimization solvers like BARON and GloptiPoly.
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