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Titlebook: Advances in Stochastic and Deterministic Global Optimization; Panos M. Pardalos,Anatoly Zhigljavsky,Julius Žilin Book 2016 Springer Intern

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发表于 2025-3-21 17:00:37 | 显示全部楼层 |阅读模式
期刊全称Advances in Stochastic and Deterministic Global Optimization
影响因子2023Panos M. Pardalos,Anatoly Zhigljavsky,Julius Žilin
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发行地址Includes theoretical, computational and application aspects of stochastic and deterministic global optimization.Provides recent research results and reviews in global optimization.Contains contributio
学科分类Springer Optimization and Its Applications
图书封面Titlebook: Advances in Stochastic and Deterministic Global Optimization;  Panos M. Pardalos,Anatoly Zhigljavsky,Julius Žilin Book 2016 Springer Intern
影响因子Current research results in stochastic and deterministic global optimization including single and multiple objectives are explored and presented in this book by leading specialists from various fields. Contributions include applications to multidimensional data visualization, regression, survey calibration, inventory management, timetabling, chemical engineering, energy systems, and competitive facility location. Graduate students, researchers, and scientists in computer science, numerical analysis, optimization, and applied mathematics will be fascinated by the theoretical, computational, and application-oriented aspects of stochastic and deterministic global optimization explored in this book..This volume is dedicated to the 70th birthday of Antanas Žilinskas whois a leading world expert in global optimization. Professor Žilinskas‘s research has concentrated on studying models for the objective function, the development and implementation of efficient algorithms for global optimization with single and multiple objectives, and application of algorithms for solving real-world practical problems..
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发表于 2025-3-21 21:54:25 | 显示全部楼层
https://doi.org/10.1007/978-3-663-19701-0ple can have a great impact on the overall effectiveness of the optimization. In this study, we demonstrate how various sampling techniques affect the results of applying different optimization algorithms to a set of benchmark problems. Additionally, some recommendations on usage of sampling methods are provided.
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Survey of Piecewise Convex Maximization and PCMP over Spherical Setscult nonconvex optimization problem. We also review how the line search paradigm leads to a radius search paradigm, in the sense that sphere separation which seems to us more appropriate than the affine separation. Some simple, but illustrative, examples showing the issues in searching for a global solution are given.
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A Multicriteria Generalization of Bayesian Global Optimizationhemes by a factor of .∕log.. It shows that this measure, at least for a small number of objective functions, is as fast as other simpler measures of multicriteria expected improvement that were considered in recent years.
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发表于 2025-3-22 19:15:23 | 显示全部楼层
Book 2016is book by leading specialists from various fields. Contributions include applications to multidimensional data visualization, regression, survey calibration, inventory management, timetabling, chemical engineering, energy systems, and competitive facility location. Graduate students, researchers, a
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发表于 2025-3-23 02:46:50 | 显示全部楼层
H. Suzuki,K. Kase,K. Kato,F. Kimuraigent data analysis including data visualization methods. It can assist researchers to handle large amounts of multidimensional data when executing resource-expensive and time-consuming data mining tasks by considerably reducing the information load. The application of DAMIS is illustrated by the visual analysis of medical streaming data.
发表于 2025-3-23 09:36:00 | 显示全部楼层
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