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For questions involving the concept of convexity

1 vote
2 answers
1k views

Convex polynomial homogenization and convexity

The function whose convexity I would like to show in the variables $(a,p_1,\dots,p_N)$ for $a > 0$ and under some bound on the magnitudes of the $p_n$'s (I suspect the bound will be $\vert p_n \vert < …
Will's user avatar
  • 73
1 vote
Accepted

Convex polynomial homogenization and convexity

Convexity of the function $a_0 \sqrt{\prod_{j=1}^{N_t} \left( 1 + \vert p_j \vert^2 / a_0^2 \right)}$ for $a_0 > 0$ and $\vert p_j \vert \leq a_0$ follows from the fact that the perspective of a convex …
Will's user avatar
  • 73
4 votes
1 answer
411 views

Convexity of $\frac{1}{2}\vert x_1 + x_2 + x_3 - x_1x_2x_3\vert^2$

Anybody have any tips on how to show that the function $\frac{1}{2}\vert x_1 + x_2 + x_3 - x_1x_2x_3\vert^2$ is convex in $\mathbf{x}$, where $\vert x_i \vert \leq 1$? This comes from the following …
Will's user avatar
  • 73
1 vote
0 answers
236 views

Convexity of a constrained optimization problem

Hi, this is a continuation of a previous question I asked about the convexity of an optimization problem I am working with. …
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