64 citations · 285 across the 20 of their papers we have counts for
5 papers · 1 filter
Declarative Statistics
Roberto Rossi, Özgür Akgün, Steven Prestwich +1
In this work we introduce declarative statistics, a suite of declarative modelling tools for statistical analysis. Statistical constraints represent the key building block of decla…
Single item stochastic lot sizing problem considering capital flow and business overdraft
Zhen Chen, Roberto Rossi, Ren-qian Zhang
This paper introduces capital flow to the single item stochastic lot sizing problem. A retailer can leverage business overdraft to deal with unexpected capital shortage, but needs…
The Dynamic Bowser Routing Problem
Roberto Rossi, Maurizio Tomasella, Belen Martin-Barragan +3
We investigate opportunities offered by telematics and analytics to enable better informed, and more integrated, collaborative management decisions on construction sites. We focus…
Stochastic Constraint Programming as Reinforcement Learning
Steven Prestwich, Roberto Rossi, Armagan Tarim
Stochastic Constraint Programming (SCP) is an extension of Constraint Programming (CP) used for modelling and solving problems involving constraints and uncertainty. SCP inherits e…
Computing non-stationary policies using mixed integer linear programming
Mengyuan Xiang, Roberto Rossi, Belen Martin-Barragan +1
This paper addresses the single-item single-stocking location stochastic lot sizing problem under the policy. We first present a mixed integer non-linear programming (MIN…