February 2014
Intermediate to advanced
300 pages
11h 15m
English
Content preview from Iterative Optimization in Inverse Problems
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Chapter 2
Sequential Optimization
2.1 Overview ......................................................... 25
2.2 Examples of SUM ................................................ 26
2.2.1 Barrier-Function Methods ............................... 27
2.2.2 Penalty-Function Methods .............................. 27
2.3 Auxiliary-Function Methods ..................................... 28
2.3.1 General AF Methods .................................... 28
2.3.2 AF Requirements ........................................ 28
2.3.3 Majorization Minimization .............................. 29
2.3.4 The Method of Auslander and Teboulle ................ 29
2.3.5 The EM Algorith ...
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