We take a look at Newton's method, a powerful technique in Optimization. We explain the intuition behind it, and we list some of its pros and cons. No necessary background required beyond basic linear algebra and calculus. 00:00 Introduction 00:14 Unconstrained Optimization 01:18 Iterative Optimization 3:41 Numerical Example 6:00 Derivation...
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We take a look at Newton's method, a powerful technique in Optimization. We explain the intuition behind it, and we list some of its pros and cons. No necessary background required beyond basic linear algebra and calculus. 00:00 Introduction 00:14 Unconstrained Optimization 01:18 Iterative Optimization 3:41 Numerical Example 6:00 Derivation of Newton's Method 7:48 Newton's Method for Solving Equations 8:33 The Good 9:31 The Bad 10:35 The Ugly
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