64 citations · 285 across the 20 of their papers we have counts for
20 papers
jsdp: a Java Stochastic DP Library
Roberto Rossi
Stochastic Programming is a framework for modelling and solving problems of decision making under uncertainty. Stochastic Dynamic Programming is a branch of Stochastic Programming…
A hybrid inventory policy for non-stationary lot-sizing problem with lateral transshipment
Xiyuan Ma, Roberto Rossi, Thomas Archibald
This paper addresses the two-stocking locations single item non-stationary stochastic lot-sizing problem. The inventory level at each location is reviewed periodically. Items can b…
Stochastic Dynamic Programming Heuristic for the (R, s, S) Policy Parameters Computation
Andrea Visentin, Steven Prestwich, Roberto Rossi +1
The (R, s, S) is a stochastic inventory control policy widely used by practitioners. In an inventory system managed according to this policy, the inventory is reviewed at instant R…
A computational study for the inventory routing problem
Yasemin Malli, Marco Laumanns, Roberto Rossi +2
In this work we compare several new computational approaches to an inventory routing problem, in which a single product is shipped from a warehouse to retailers via an uncapacitate…
A mathematical programming-based solution method for the nonstationary inventory problem under correlated demand
Mengyuan Xiang, Roberto Rossi, Belen Martin-Barragan +1
This paper extends the single-item single-stocking location non-stationary stochastic inventory problem to relax the assumption of independent demand. We present a mathematical pro…
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…