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Review of gradient, directional derivative, hessian, Taylor's series. How do we know we've arrived at a minimum (optimality ... We're going to see the basic algorithm, see some common pitfalls, and then upgrade it using a method called Hello and welcome to stochastic ways army drew backtracking is an exact Bierlaire (2015) Optimization: principles and algorithms, EPFL Press. Section 11.3 (Theorem 11.9)
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Line search
Intro to Gradient Descent || Optimizing High-Dimensional Equations
Optimization: Armijo line search
Applied Numerical Algorithms, fall 2023 (lecture 13): Gradient descent, line search
Descent methods and line search: validity of the Wolfe conditions
Animated Example of Line Search in Optimization
Exact Line Search:Bisection & Golden Section
Lecture 19A: Line search methods for unconstrained optimization
Line Search 2
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Last Updated: June 13, 2026
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