Preface ix Chapter 1 Introduction to Design 1 1.1 The Design Process 2 1.2 Engineering Design versus Engineering Analysis 4 1.3 Conventional versus Optimum Design Process 4 1.4 Optimum Design versus Optimal Control 6 1.5 Basic Terminology and Notati
Recentworkinunsupervisedfeaturelearninganddeeplearninghasshownthatbeingabletotrainlargemodelscandramaticallyimproveperformance. Inthispaper, we consider the problem of training a deep network with billions of parameters using tens of thousands of CP
Modified Newton Method; Rank one correction of the inverse; Rank two correction of the inverse; Davidon–Fletcher–Powell Method (DFP); Broyden–Fletcher–Goldfarb–Shanno Method (BFGS)
