Practical Mathematical Optimization: Basic Optimization Theory and Gradient-Based Algorithms, 2nd Edition

Practical Mathematical Optimization: Basic Optimization Theory and Gradient-Based Algorithms, 2nd Edition
Practical Mathematical Optimization: Basic Optimization Theory and Gradient-Based Algorithms (Springer Optimization and Its Applications)
By 作者: Jan A Snyman – Daniel N Wilke
ISBN-10 书号: 3319775855
ISBN-13 书号: 9783319775852
Edition 版本: 2nd ed. 2018
Release Finelybook 出版日期: 2018-05-03
pages 页数: (372 )

$79.99
This textbook presents a wide range of tools for a course in mathematical optimization for upper undergraduate and graduate students in mathematics, engineering, computer science, and other applied sciences. Basic optimization principles are presented with emphasis on gradient-based numerical optimization strategies and algorithms for solving both smooth and noisy discontinuous optimization problems. Attention is also paid to the difficulties of expense of function evaluations and the existence of multiple minima that often unnecessarily inhibit the use of gradient-based methods. This second edition addresses further advancements of gradient-only optimization strategies to handle discontinuities in objective functions. New chapters discuss the construction of surrogate models as well as new gradient-only solution strategies and numerical optimization using Python. A special Python module is electronically available (via springerlink) that makes the new algorithms featured in the text easily accessible and directly applicable. Numerical examples and exercises are included to encourage senior- to graduate-level students to plan, execute, and reflect on numerical investigations. By gaining a deep understanding of the conceptual material presented, students, scientists, and engineers will be able to develop systematic and scientific numerical investigative skills.

以下隐藏内容!
仅供捐助用户可见,查看需要0.1积分,请先

ZIP压缩文内包含(PDF+EPUB+AZW3+MOBI+Code)其一
捐助送帐号积分点击了解一下
赞(0) 打赏
未经允许不得转载:finelybook » Practical Mathematical Optimization: Basic Optimization Theory and Gradient-Based Algorithms, 2nd Edition
分享到: 更多 (0)

评论 抢沙发

  • 昵称 (必填)
  • 邮箱 (必填)
  • 网址

觉得文章有用就打赏一下文章作者

支付宝扫一扫打赏

微信扫一扫打赏