Introduction to Online Convex Optimization
(Part of the Adaptive Computation and Machine Learning Series)
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Book Overview
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...
Format:Paperback
Language:English
ISBN:1521133301
ISBN13:9781521133309
Release Date:April 2017
Publisher:Independently published
Length:209 Pages
Weight:0.83 lbs.
Dimensions:9.0" x 0.5" x 6.0"
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