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Titlebook: Stochastic Optimization Methods; Kurt Marti Book 20051st edition Springer-Verlag Berlin Heidelberg 2005 Optimization Problems.Response sur

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发表于 2025-3-21 20:06:33 | 显示全部楼层 |阅读模式
书目名称Stochastic Optimization Methods
编辑Kurt Marti
视频videohttp://file.papertrans.cn/879/878060/878060.mp4
概述Gives a concise overview of stochastic optimization.Considers especially nonlinear optimization problems.Includes supplementary material:
图书封面Titlebook: Stochastic Optimization Methods;  Kurt Marti Book 20051st edition Springer-Verlag Berlin Heidelberg 2005 Optimization Problems.Response sur
描述.Optimization problems arising in practice involve random parameters. For the computation of robust optimal solutions, i.e., optimal solutions being insensitive with respect to random parameter variations, deterministic substitute problems are needed. Based on the distribution of the random data, and using decision theoretical concepts, optimization problems under stochastic uncertainty are converted into deterministic substitute problems. Due to the occurring probabilities and expectations, approximative solution techniques must be applied. Deterministic and stochastic approximation methods and their analytical properties are provided: Taylor expansion, regression and response surface methods, probability inequalities, First Order Reliability Methods, convex approximation/deterministic descent directions/efficient points, stochastic approximation methods, differentiation of probability and mean value functions. Convergence results of the resulting iterative solution procedures are given..
出版日期Book 20051st edition
关键词Optimization Problems; Response surface methodology; Stochastic Approximation; calculus; control; optimiz
版次1
doihttps://doi.org/10.1007/b138181
isbn_ebook978-3-540-26848-2
copyrightSpringer-Verlag Berlin Heidelberg 2005
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发表于 2025-3-21 21:34:05 | 显示全部楼层
ptimization problems arising in practice involve random parameters. For the computation of robust optimal solutions, i.e., optimal solutions being insensitive with respect to random parameter variations, deterministic substitute problems are needed. Based on the distribution of the random data, and
发表于 2025-3-22 02:35:36 | 显示全部楼层
Kurt MartiGives a concise overview of stochastic optimization.Considers especially nonlinear optimization problems.Includes supplementary material:
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https://doi.org/10.1007/b138181Optimization Problems; Response surface methodology; Stochastic Approximation; calculus; control; optimiz
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Springer-Verlag Berlin Heidelberg 2005
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he universe. However, these two epistemological urges appear to be at odds with each other: one arguing for knowledge by accounting for what we can see and measure, the other claiming knowledge in the unaccountable light of faith in what we can neither see nor measure. For all these productive and p
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he concept of positive freedom, which is ‘at the heart of many of the nationalist, communist, authoritarian and totalitarian creeds of our day’. It will surely be worth while to see to what extent this is true of Hegel, and to what extent Hegel’s views about freedom are true.
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