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Does $f(x) = \frac{1}{2}x^TAx$ have an L-Lipschitz continuous gradient

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#lipschitz-functions #gradient-descent #non-convex-optimization
74
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Is there any way to solve this optimization problem better than exhaustive search?

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#optimization #nonlinear-optimization #maxima-minima #non-convex-optimization
1.1k
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How to maximize the infinity norm over a convex region?

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#optimization #mathematical-modeling #operations-research #non-convex-optimization
2k
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Addition of two L-smooth function is also L-smooth?

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#lipschitz-functions #gradient-descent #non-convex-optimization
87
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Non-convex Constraint Satisfaction problem

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#optimization #nonlinear-optimization #gradient-descent #non-convex-optimization
67
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Closed form for $\min_x \sum_k \|(a_k^Tx) / \|x\|^2 x -a_k \|^2$?

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#optimization #convex-optimization #non-convex-optimization
483
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Box constrained optimization - BFGS

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#numerical-methods #convex-optimization #numerical-optimization #non-convex-optimization
29
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Is the gradient of $f(x,t)=xe^{t/x}$ w.r.t. ($x,t$) a Lipschitz continuous function?

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#real-analysis #optimization #non-convex-optimization
128
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If the relative value of the most negative eigenvalue is small, can we view the quadratic program as convex?

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#convex-optimization #numerical-optimization #quadratic-programming #positive-semidefinite #non-convex-optimization
66
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On approximation of maximization of quadratic function over a convex set

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#convex-analysis #quadratic-programming #positive-semidefinite #non-convex-optimization
370
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Find convex envelope from the non-convex function to prove globally optimal using branch-and-bound

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#optimization #nonlinear-optimization #non-convex-optimization #convex-hulls
1.7k
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Equivalence of two optimization problems

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#optimization #convex-optimization #nonlinear-optimization #lagrange-multiplier #non-convex-optimization
1.5k
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Stable strict local minimum implies local convexity

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#convex-analysis #convex-geometry #non-convex-optimization
86
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Construction of a linear programming given a solution

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#linear-algebra #optimization #nonlinear-optimization #non-convex-optimization
46
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Efficient numerical optimization of an "almost separable" function

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#convergence-divergence #optimization #nonlinear-optimization #numerical-optimization #non-convex-optimization

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