Advanced30 min
Line Search and Convergence Rates
Exact versus backtracking line search, the Armijo and Wolfe conditions, and what linear, superlinear and quadratic convergence mean in iterations.
Assumes you know
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The full curriculum is published up front so you can see the whole route and its dependencies. Lessons are being written in curriculum order.
What it will cover
- line search
- Armijo
- Wolfe
- convergence rate
- step size