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What is the difference between line search and gradient descent?

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#optimization #convex-optimization #gradient-descent #conjugate-gradient
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Conjugate gradient with two preconditioners of different dimensions.

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#linear-algebra #optimization #conjugate-gradient
44
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subdifferentiable implies conjugate equality

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#convex-analysis #duality-theorems #conjugate-gradient
56
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Is Rayleigh Quotient guaranteed to monotonically decrease in Conjugate Gradient Algorithm?

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#linear-algebra #matrices #conjugate-gradient
49
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Norm and conjugate of operator on $l^p$

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#normed-spaces #operator-theory #conjugate-gradient
41
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A question related with $p$-Laplacian and conjugate gradient method.

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#nonlinear-optimization #p-laplacian #conjugate-gradient
42
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Solving simple quadratic function using conjugate gradient method - why are my directions linearly dependent?

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#conjugate-gradient
38
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Deriving the basis vectors of the Krylov subspace

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#conjugate-gradient
53
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Trivial inequality regarding complexity of conjugate gradient

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#algebra-precalculus #analysis #numerical-methods #computational-complexity #conjugate-gradient
40
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Vector Plus a Subspace

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#linear-algebra #vector-spaces #conjugate-gradient
260
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Why is conjugate gradient descent a better option than gradient descent?

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#optimization #numerical-optimization #gradient-descent #conjugate-gradient
60
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Implementing gradient optimization methods for non-linear functionals

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#nonlinear-optimization #finite-element-method #conjugate-gradient #p-laplacian
17
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Choosing optimization procedure for solving non-linear PDE with finite-element method

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#nonlinear-optimization #calculus-of-variations #finite-element-method #conjugate-gradient #p-laplacian
69
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BVP problem with conjugate gradient method

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#numerical-methods #numerical-calculus #conjugate-gradient
27
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Looking for a source to cite for the fact that conjugate gradient converges more slowly when matrix is positive semidefinite

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#numerical-optimization #gradient-descent #conjugate-gradient

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