2 papers
math.OC2022
Sparse Convex Optimization Toolkit: A Mixed-Integer Framework
Alireza Olama, Eduardo Camponogara, Jan Kronqvist
This paper proposes an open-source distributed solver for solving Sparse Convex Optimization (SCO) problems over computational networks. Motivated by past algorithmic advances in m…
math.OC2022
Distributed Primal Outer Approximation Algorithm for Sparse Convex Programming with Separable Structures
Alireza Olama, Eduardo Camponogara, Paulo R. C. Mendes
This paper presents the Distributed Primal Outer Approximation (DiPOA) algorithm for solving Sparse Convex Programming (SCP) problems with separable structures, efficiently, and in…