Non-convex optimization This repository contains matlab interface to use proximal algorithms and different variants for composite funtions containing convex and non-convex functions.

We study distributed non-convex optimization on a time-varying multi-agent network. Each node has access to its own smooth local cost function, and the collective goal is to minimize the sum of these ...

We propose a convex formulation of the fused lasso signal approximation problem consisting of non-convex penalty functions. The fused lasso signal model aims to estimate a sparse piecewise constant ...

The Convex-Function(x) staking platform allows users to trustlessly stake positions on the Function(x) Gauge system while borrowing Convex's boosting power via veFXN. The Convex system creates unique ...

Here we have considered a generalized non-convex programming problem where the objective and/or constraints are non-convex in nature. Under non-convexity assumption [4] on the functions involved, the ...

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Discover the duality theorems and optimality conditions for non-convex optimal control and fractional generalized minimax programming problems. Explore parametric approaches and pseudo-invex functions ...