Convex Network Flows

T Diamandis, G Angeris, A Edelman - arXiv preprint arXiv:2404.00765, 2024 - arxiv.org
… The fact that classical network flow models cannot incorporate these well-studied … In this
paper, we introduce the convex flow problem, a generalization of the network flow problem that …

Minimum convex cost dynamic network flows

JB Orlin - Mathematics of Operations Research, 1984 - pubsonline.informs.org
This paper presents and solves in polynomial time the minimum convex cost dynamic network
flow problem, an infinite horizon integer programming problem which involves network

[PDF][PDF] Convex and Network Flow Optimization for Structured Sparsity.

J Mairal, R Jenatton, G Obozinski, F Bach - Journal of Machine Learning …, 2011 - jmlr.org
… the network flow literature (Ahuja et al., 1993; Bertsekas, 1998), we define a flow as a non-negative
function on arcs that satisfies capacity constraints on all arcs (the value of the flow on …

The convex geometry of network flows

T Diamandis, G Angeris - arXiv preprint arXiv:2408.12761, 2024 - arxiv.org
… Finally, we consider the convex network flow problem with fixed fees for the use of an edge.
In … of the convex network flow problem (1), which we call the network flow problem with fees: …

Relaxation methods for network flow problems with convex arc costs

DP Bertsekas, PA Hosein, P Tseng - SIAM Journal on Control and …, 1987 - SIAM
network flow problem with both linear and strictly convex possibly nondifferentiable arc costs.
For the case where all arc costs are strictly convex we … minimum cost network flow problem …

Solving the convex cost integer dual network flow problem

RK Ahuja, DS Hochbaum, JB Orlin - Management Science, 2003 - pubsonline.informs.org
… We develop network flow-based algorithms to solve the convex cost integer dual network
flow … problem can be transformed into a convex cost primal network flow problem where each …

Distributed asynchronous relaxation methods for convex network flow problems

DP Bertsekas, D El Baz - SIAM Journal on Control and Optimization, 1987 - SIAM
… We consider the solution of the single commodity strictly convex network flow problem in a
distributed asynchronous computation environment. The dual ofthis problem is unconstrained, …

Solving the Convex Flow Problem

T Diamandis, G Angeris - arXiv preprint arXiv:2408.11040, 2024 - arxiv.org
… However, unlike the classic network flows literature, we also … In this work, we focus on solving
this more general convex flow … Although this problem is a convex optimization problem, for …

Convex relaxation for optimal power flow problem: Mesh networks

R Madani, S Sojoudi, J Lavaei - IEEE Transactions on Power …, 2014 - ieeexplore.ieee.org
… We also prove that the relaxation remains exact for weakly-cyclic networks with cycles of …
a convex injection region in the lossless case and a non-convex injection region with a convex

A conic quadratic formulation for a class of convex congestion functions in network flow problems

S Gürel - European Journal of Operational Research, 2011 - Elsevier
… a multicommodity network flow problem with flow routing and … involving convex, increasing
power functions of flows on the … as a convex function of the capacity level and the flow. Then, …