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2010:no [2010/06/10 13:16]
hongxin created
2010:no [2023/08/19 21:02] (current)
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-ddd+===== A short course on Optimization ===== 
 +Optimization methods, both linear and non-linear ones, are important mathematical techniques for computer science. This one month short course is designed to give first year Ph.D. students a thorough grounding in the methodologies,​ technologies,​ mathematics and algorithms currently needed by people who are doing research related to linear and non-linear optimization. The topics of the course draw mainly from linear programming,​ quadratic programming and nonlinear optimization.\\ 
 +  
 +Students entering the class should have a pre-existing working knowledge of fundamental mathematics and algorithms, though the class has been designed to allow students with a strong numerate background to catch up and fully participate. 
 +===== Schedule ===== 
 +^    Topic                 ​^ ​  ​Date ​    ​^ ​  ​Slides ​                          ​^ ​        ​note ​            ^ 
 +| Start up                 | 2010.06.03 |   self study                       ​| ​                         |  
 +| Linear programming ​      | 2010.06.10 |   ​{{:​2010:​or-2010-1.pdf|LP}} ​      | [[keynote:​lesson13|=>​]] ​ | 
 +| Quadratic programming ​   | 2010.06.17 |   ​{{:​2010:​or-2010-2.pdf|QP}} ​      | [[keynote:​lesson14|=>​]] ​ | 
 +| Non-linear optimization ​ | 2010.06.24 |   ​{{:​2010:​or-2010-3.pdf|NP}} ​      | [[keynote:​lesson15|=>​]] ​ | 
 +  
 + 
 +===== Text books ===== 
 +  - 袁亚湘,孙文瑜. 最优化理论与方法,科学出版社. 
 +  - 张建中,许绍吉. 线性规划. 科学出版社.  
 +  ​
2010/no.1276147008.txt.gz · Last modified: 2023/08/19 21:01 (external edit)