Is convex optimization hard

  • Is convex problem NP-hard?

    There are special cases of convex problems that can be solved in polynomial time, e.g. a convex QP defined over a simplex.
    In general, however, convex programming is NP-hard.
    However, NP-hard by no means means unsolvable.Sep 19, 2019.

  • What's more difficult to optimize non convex or convex?

    In general (of course there may be exceptions), convex functions are easier to optimize than nonconvex functions..

Mar 2, 2020Convex optimization is the problem of minimizing a convex function on a convex domain. Convex functions are neat because each local minimum is a global minimum,  How to go about learning convex optimizationWhat is convex optimization?In order to learn Convex optimization, what prerequisite Why should I take a course on convex optimization?More results from www.quora.com
Mar 2, 2020If you're asking whether convex optimization (CO) is a difficult subject to understand, then it all depends on your level of mathematical aptitude. Studying and  How to go about learning convex optimization - QuoraIn order to learn Convex optimization, what prerequisite - QuoraWhy is nonconvex optimization so difficult compared to convex Why should I take a course on convex optimization? - QuoraMore results from www.quora.com
Mar 2, 2020If you're asking whether convex optimization (CO) is a difficult subject to understand, then it all depends on your level of mathematical aptitude. Studying and  How to go about learning convex optimizationIn order to learn Convex optimization, what prerequisite Which is a good source for learning Convex optimization?Why should I take a course on convex optimization?More results from www.quora.com

A first order approximation is that convex programs are tractable, .i.e., most problems you can think of as a layman in the field that are convex,...2

There are special cases of convex problems that can be solved in polynomial time, e.g. a convex QP defined over a simplex. In general, however, con...0


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