22 citations · 22 across the 2 of their papers we have counts for
2 papers
math.OC2023
Solving influence diagrams via efficient mixed-integer programming formulations and heuristics
Helmi Hankimaa, Olli Herrala, Fabricio Oliveira +1
In this paper, we propose novel mixed-integer linear programming (MIP) formulations to model decision problems posed as influence diagrams. We also present a novel heuristic that c…
math.OC2019★ 22 cited
Decision Programming for Multi-Stage Optimization under Uncertainty
Ahti Salo, Juho Andelmin, Fabricio Oliveira
Influence diagrams are widely employed to represent multi-stage decision problems in which each decision is a choice from a discrete set of alternatives, uncertain chance events ha…