Items related to Introduction to Online Convex Optimization
Synopsis
This manuscript portrays optimization as a process. In many practical applications the environment is so complex that it is infeasible to lay out a comprehensive theoretical model and use classical algorithmic theory and mathematical optimization. It is necessary as well as beneficial to take a robust approach, by applying an optimization method that learns as one goes along, learning from experience as more aspects of the problem are observed. This view of optimization as a process has become prominent in varied fields and has led to some spectacular success in modeling and systems that are now part of our daily lives.
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- PublisherIndependently published
- Publication date2017
- ISBN 10 1521003440
- ISBN 13 9781521003442
- BindingPaperback
- LanguageEnglish
- Number of pages178
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