书目名称 | Stochastic Optimization | 编辑 | Johannes Josef Schneider,Scott Kirkpatrick | 视频video | http://file.papertrans.cn/879/878057/878057.mp4 | 概述 | A significant part of the book deals with benchmarking and comparing the performances of different optimization schemes.Includes supplementary material: | 丛书名称 | Scientific Computation | 图书封面 |  | 描述 | Our purpose in writing this book was to provide a compendium of stochastic optimizationtechniques,someguidesto wheneachisappropriateinpractical situations, and a few useful ways of thinking about optimization as a p- cess of search in some very rich con?guration spaces. Each of us has come to optimization, traditionally a subject studied in applied mathematics, from a background in physics, especially the statistical physics of random m- tures or materials. One of us (SK) has used ideas developed in the study of magnetic alloys to explore the optimal placement of computer circuits s- ject to many con?icting constraints, while at IBM Research, in Yorktown Heights, NY. The other (JJS) while completing his studies in physics under Prof. Ingo Morgenstern in Regensburg, Germany, and working at the IBM Scienti?c Center Heidelberg, was exposed to optimization problems as varied as scheduling the pickup of fresh milk and planning automobile assembly line schedules. We had the opportunity to work together after SK moved from IBM to a professorship at The Hebrew University of Jerusalem, Israel, and JJS was, for a year, a postdoc there. JJS has taught a course on stochastic optimization at th | 出版日期 | Book 2006 | 关键词 | Constraint Satisfaction; Markov; Monte Carlo; Random Numbers; Simulated Annealing; Stochastic Optimizatio | 版次 | 1 | doi | https://doi.org/10.1007/978-3-540-34560-2 | isbn_softcover | 978-3-642-07094-5 | isbn_ebook | 978-3-540-34560-2Series ISSN 1434-8322 Series E-ISSN 2198-2589 | issn_series | 1434-8322 | copyright | Springer-Verlag Berlin Heidelberg 2006 |
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