Introduction to Derivative-free Optimization

Front Cover
The absence of derivatives, often combined with the presence of noise or lack of smoothness, is a major challenge for optimisation. This book explains how sampling and model techniques are used in derivative-free methods and how these methods are designed to efficiently and rigorously solve optimisation problems.
 

Contents

MP08_ch1
1
MP08_ch2
15
MP08_ch3
35
MP08_ch4
57
MP08_ch5
73
MP08_ch6
89
MP08_ch7
115
MP08_ch8
141
MP08_ch9
163
MP08_ch10
173
MP08_ch11
207
MP08_ch12
229
MP08_ch13
241
MP08_appa
251
MP08_bm
255
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