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Optimality guarantees of SGD convergence in Geometric Programming

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#convex-optimization #numerical-optimization #gradient-descent #geometric-programming
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Solving an optimization problem with lower computational complexity

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#convex-optimization #computational-complexity #nonlinear-optimization #geometric-programming
822
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Perspective of log-sum-exp as exponential cone

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#optimization #convex-optimization #convex-cone #geometric-programming
158
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How to use binary decision variables in Geometric Programming?

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#optimization #nonlinear-optimization #geometric-programming
463
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Reason for $\log$ transformation in geometric programming

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#optimization #convex-optimization #nonlinear-optimization #geometric-programming
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What is the correct change of variables to yield convexity in this nonlinear optimization problem?

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#convex-optimization #transformation #nonlinear-optimization #geometric-programming
190
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geometric program with posynomial equality constraints

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#convex-optimization #geometric-programming
62
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Geometric program with reciprocal objective function

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#optimization #convex-optimization #nonlinear-optimization #geometric-programming
409
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In geometric programming, can I maximize a posynomial objective function?

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#optimization #geometric-programming
138
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Geometric program with posynomial > 1

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#optimization #convex-optimization #geometric-programming
157
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Optimization problem with reciprocal of posynomial

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#optimization #convex-analysis #convex-optimization #geometric-programming
80
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Is it possible to reformulate this optimization problem as a geometric program?

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#calculus #convex-optimization #nonlinear-optimization #geometric-programming
86
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Is SOCP harder than GP?

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#soft-question #convex-optimization #numerical-optimization #second-order-cone-programming #geometric-programming
96
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Is a posynomial concave under the following conditions?

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#optimization #convex-analysis #convex-optimization #geometric-programming
56
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Is it possible to make a posynomial concave using a change of variables?

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#convex-analysis #convex-optimization #change-of-variable #geometric-programming

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