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Titlebook: Nonlinear Optimization; Methods and Applicat H. A. Eiselt,Carl-Louis Sandblom Textbook 2019 Springer Nature Switzerland AG 2019 Determinist

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发表于 2025-3-21 18:10:30 | 显示全部楼层 |阅读模式
书目名称Nonlinear Optimization
副标题Methods and Applicat
编辑H. A. Eiselt,Carl-Louis Sandblom
视频video
概述Presents a broad range of nonlinear programming applications from a diverse mix of fields.Includes an in-depth discussion of the main solution techniques.Each method is formally described, and then fu
丛书名称International Series in Operations Research & Management Science
图书封面Titlebook: Nonlinear Optimization; Methods and Applicat H. A. Eiselt,Carl-Louis Sandblom Textbook 2019 Springer Nature Switzerland AG 2019 Determinist
描述This book provides a comprehensive introduction to nonlinear programming, featuring a broad range of applications and solution methods in the field of continuous optimization. It begins with a summary of classical results on unconstrained optimization, followed by a wealth of applications from a diverse mix of fields, e.g. location analysis, traffic planning, and water quality management, to name but a few. In turn, the book presents a formal description of optimality conditions, followed by an in-depth discussion of the main solution techniques. Each method is formally described, and then fully solved using a numerical example.
出版日期Textbook 2019
关键词Deterministic models; Karush-Kuhn-Tucker conditions; Nonlinear programming; Single-variable unconstrain
版次1
doihttps://doi.org/10.1007/978-3-030-19462-8
isbn_softcover978-3-030-19464-2
isbn_ebook978-3-030-19462-8Series ISSN 0884-8289 Series E-ISSN 2214-7934
issn_series 0884-8289
copyrightSpringer Nature Switzerland AG 2019
The information of publication is updating

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Textbook 2019 continuous optimization. It begins with a summary of classical results on unconstrained optimization, followed by a wealth of applications from a diverse mix of fields, e.g. location analysis, traffic planning, and water quality management, to name but a few. In turn, the book presents a formal des
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0884-8289 on techniques.Each method is formally described, and then fuThis book provides a comprehensive introduction to nonlinear programming, featuring a broad range of applications and solution methods in the field of continuous optimization. It begins with a summary of classical results on unconstrained o
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Introduction,near functions; first in the one-dimensional case, and then for functions of several variables. The third and final section of this chapter introduces the concept of convexity and relates it to the study of optimization.
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Optimality Conditions and Duality Theory,ents the foundation for the development of algorithms which will be introduced in the following chapters. Apart from their intrinsic relevance, some of these results also provide useful information about the sensitivity of an optimal solution.
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Methods for Linearly Constrained Problems,more specialized techniques for more specialized problems. Consequently, for a given problem one should select a method (covered in the previous, this, or the next two chapters) from a box as high up in Table 6.1 as possible. The third section considers problems in which the objective function is quadratic, but concave, a difficult case.
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