Synopsis
1. Introduction.- 2. Mathematical Foundations.- 3. Basics of R.- 4. First Order and Second Order Necessary Conditions.- 5. One Dimensional Optimization Methods.- 6. Steepest Descent Method.- 7. Newton's Method.- 8. Conjugate Direction Methods.- 9. Quasi-Newton Methods.
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