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How to solve this nonlinear least square optimization?

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#optimization #convex-optimization #nonlinear-optimization #numerical-optimization #non-convex-optimization
504
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Augmented Lagrangian methods for nonlinear optimization

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#optimization #nonlinear-optimization #lagrange-multiplier #non-convex-optimization
387
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Cost function with unique solution plus convex function has a unique solution?

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#optimization #convex-optimization #regularization #non-convex-optimization
414
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What is the fastest mixed-integer convex programming software?

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#convex-optimization #math-software #non-convex-optimization #mixed-integer-programming #binary-programming
216
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Convergence of non-convex optimization algorithms to an $\epsilon$-accurate solution

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#optimization #numerical-optimization #gradient-descent #non-convex-optimization #rate-of-convergence
67
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Solution of non-convex smooth function with non-convex constraints

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#optimization #non-convex-optimization
773
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Minimize $ \mbox{tr} ( X^T A X ) + \lambda \mbox{tr} ( X^T B ) $ subject to $ X^T X = I $ - Linear Matrix Function with Norm Equality Constraint

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#linear-algebra #optimization #non-convex-optimization #qcqp #stiefel-manifolds
475
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Gradient descent converges to critical points for non-convex functions

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#convergence-divergence #vector-analysis #numerical-optimization #gradient-descent #non-convex-optimization
4.4k
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Question on bilinear programming

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#optimization #quadratic-programming #non-convex-optimization
519
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Projection onto the set of orthogonal matrices

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#matrices #optimization #projection #orthogonal-matrices #non-convex-optimization
329
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Maximization of bilinear objective over convex body

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#optimization #convex-analysis #non-convex-optimization
79
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Concavity of a simple objective function

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#optimization #convex-analysis #convex-optimization #nonlinear-optimization #non-convex-optimization
1.6k
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KKT optimality conditions in optimization exercise

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#proof-verification #optimization #nonlinear-optimization #karush-kuhn-tucker #non-convex-optimization
163
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Why is $\max_{c^TBc=1}c^T a a^Tc =a^TB^{-1}a$?

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#linear-algebra #quadratic-forms #non-convex-optimization #qcqp
393
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Concave quadratic function unbounded below

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#quadratic-programming #non-convex-optimization

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