2 papers
math.OC2026
An efficient mixed-integer linear programming formulation for solving influence diagrams
Topias Terho, Fabricio Oliveira, Ahti Salo +1
Influence diagrams represent decision-making problems with interdependencies between random events, decisions, and consequences. Traditionally, they have been solved using algorith…
math.OC2025
Risk-averse decision strategies for influence diagrams using rooted junction trees
Olli Herrala, Topias Terho, Fabricio Oliveira
This paper presents how a mixed-integer programming (MIP) formulation for influence diagrams, based on a gradual rooted junction tree representation of the diagram, can be generali…