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Overview |
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Section 10.1: The Objective
Function |
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Section 10.2: Factors Affecting the Choice of a
Method |
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Section 10.3: Line Search |
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Section 10.4: Evaluation-Only
Methods |
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Section 10.5: First-Order Gradient
Methods |
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Section 10.6: Second-Order Gradient
Methods |
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Section 10.7: Stochastic Evaluation-Only
Methods |
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Section 10.8: Discussion |
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Section 10.8.1: Are Assumptions Met? |
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Section 10.8.2: Back-Propagation Is Sometimes Good
Enough |
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Section 10.8.3: Remarks |