| 书目名称 | Practical Mathematical Optimization |
| 副标题 | Basic Optimization T |
| 编辑 | Jan A Snyman,Daniel N Wilke |
| 视频video | |
| 概述 | Guides readers to understand processes and strategies in real world optimization problems.Contains new material on gradient-based methods, algorithm implementation via Python, and basic optimization p |
| 丛书名称 | Springer Optimization and Its Applications |
| 图书封面 |  |
| 描述 | .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 |
| 出版日期 | Textbook 2018Latest edition |
| 关键词 | Mathematica; algorithms; linear optimization; optimization; programming; Python; multi-modal optimization; |
| 版次 | 2 |
| doi | https://doi.org/10.1007/978-3-319-77586-9 |
| isbn_softcover | 978-3-030-08486-8 |
| isbn_ebook | 978-3-319-77586-9Series ISSN 1931-6828 Series E-ISSN 1931-6836 |
| issn_series | 1931-6828 |
| copyright | Springer International Publishing AG, part of Springer Nature 2018 |
发表于 2025-3-21 17:02:38
