Roberto Rossi

According to our database, Roberto Rossi authored at least 55 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

On the stochastic inventory problem under order capacity constraints.

Roberto Rossi, Zhen Chen, S. Armagan Tarim

Eur. J. Oper. Res., January, 2024

2023

Stochastic dynamic programming heuristic for the (R,s,S) policy parameters computation.

Andrea Visentin, Steven D. Prestwich, Roberto Rossi, S. Armagan Tarim

Comput. Oper. Res., October, 2023

A mathematical programming-based solution method for the nonstationary inventory problem under correlated demand.

Mengyuan Xiang, Roberto Rossi, Belen Martin-Barragan, S. Armagan Tarim

Eur. J. Oper. Res., 2023

The stochastic inventory routing problem on electric roads.

Alejandro Gutierrez Alcoba, Roberto Rossi, Belen Martin-Barragan, Tim Embley

Eur. J. Oper. Res., 2023

2022

Approximations for non-stationary stochastic lot-sizing under (s, Q)-type policy.

Xiyuan Ma, Roberto Rossi, Thomas W. Archibald

Eur. J. Oper. Res., 2022

2021

Computing optimal (R, s, S) policy parameters by a hybrid of branch-and-bound and stochastic dynamic programming.

Andrea Visentin, Steve Prestwich, Roberto Rossi, S. Armagan Tarim

Eur. J. Oper. Res., 2021

2019

The Dynamic Bowser Routing Problem.

Roberto Rossi, Maurizio Tomasella, Belen Martin-Barragan, Tim Embley, Christopher Walsh, Matthew Langston

Eur. J. Oper. Res., 2019

Modelling Dynamic Programming-Based Global Constraints in Constraint Programming.

Andrea Visentin, Steven D. Prestwich, Roberto Rossi, Armagan Tarim

Proceedings of the Optimization of Complex Systems: Theory, 2019

2018

An Extended Mixed-Integer Programming Formulation and Dynamic Cut Generation Approach for the Stochastic Lot-Sizing Problem.

Huseyin Tunc, Onur A. Kilic, S. Armagan Tarim, Roberto Rossi

INFORMS J. Comput., 2018

Computing non-stationary (<i>s, S</i>) policies using mixed integer linear programming.

Mengyuan Xiang, Roberto Rossi, Belen Martin-Barragan, S. Armagan Tarim

Eur. J. Oper. Res., 2018

Towards a Closer Integration of Dynamic Programming and Constraint Programming.

Steven D. Prestwich, Roberto Rossi, S. Armagan Tarim, Andrea Visentin

Proceedings of the GCAI-2018, 2018

2017

A simple heuristic for perishable item inventory control under non-stationary stochastic demand.

Alejandro Gutierrez Alcoba, Roberto Rossi, Belen Martin-Barragan, Eligius M. T. Hendrix

Int. J. Prod. Res., 2017

Nonstationary Z-Score measures.

Davide Salvatore Mare, Fernando Moreira, Roberto Rossi

Eur. J. Oper. Res., 2017

Declarative Statistics.

Roberto Rossi, Özgür Akgün, Steven D. Prestwich, S. Armagan Tarim

CoRR, 2017

Stochastic Constraint Programming as Reinforcement Learning.

Steven D. Prestwich, Roberto Rossi, Armagan Tarim

CoRR, 2017

Single item stochastic lot sizing problem considering capital flow and business overdraft.

Zhen Chen, Roberto Rossi, Ren-Qian Zhang

CoRR, 2017

2016

The BIN_COUNTS Constraint: Filtering and Applications.

Roberto Rossi, Özgür Akgün, Steven D. Prestwich, Armagan Tarim

CoRR, 2016

Application of stochastic programming to reduce uncertainty in quality-based supply planning of slaughterhouses.

Willem A. Rijpkema, Eligius M. T. Hendrix, Roberto Rossi, Jack G. A. J. van der Vorst

Ann. Oper. Res., 2016

Constraint Problem Specification as Compression.

Steve Prestwich, S. Armagan Tarim, Roberto Rossi

Proceedings of the GCAI 2016. 2nd Global Conference on Artificial Intelligence, September 19, 2016

2015

Bi-criterion procedures to support logistics decision making: cost and uncertainty.

Willem A. Rijpkema, Eligius M. T. Hendrix, Roberto Rossi

J. Oper. Res. Soc., 2015

Hybrid metaheuristics for stochastic constraint programming.

Steven D. Prestwich, S. Armagan Tarim, Roberto Rossi, Brahim Hnich

Constraints An Int. J., 2015

Confidence-based reasoning in stochastic constraint programming.

Roberto Rossi, Brahim Hnich, S. Armagan Tarim, Steve Prestwich

Artif. Intell., 2015

A Sample-Based Method for Perishable Good Inventory Control with a Service Level Constraint.

Eligius M. T. Hendrix, Karin G. J. Pauls-Worm, Roberto Rossi, Alejandro G. Alcoba, René Haijema

Proceedings of the Computational Logistics - 6th International Conference, 2015

Randomness as a Constraint.

Steven D. Prestwich, Roberto Rossi, S. Armagan Tarim

Proceedings of the Principles and Practice of Constraint Programming, 2015

2014

Confidence-based optimisation for the newsvendor problem under binomial, Poisson and exponential demand.

Roberto Rossi, Steven D. Prestwich, S. Armagan Tarim, Brahim Hnich

Eur. J. Oper. Res., 2014

Piecewise linear lower and upper bounds for the standard normal first order loss function.

Roberto Rossi, S. Armagan Tarim, Steven D. Prestwich, Brahim Hnich

Appl. Math. Comput., 2014

Statistical Constraints.

Roberto Rossi, Steven D. Prestwich, S. Armagan Tarim

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

2013

Piecewise linear approximations for the static-dynamic uncertainty strategy in stochastic lot-sizing.

Roberto Rossi, Onur A. Kilic, S. Armagan Tarim

CoRR, 2013

Forecasting Intermittent Demand by Hyperbolic-Exponential Smoothing.

Steven D. Prestwich, S. Armagan Tarim, Roberto Rossi, Brahim Hnich

CoRR, 2013

Periodic Review for a Perishable Item under Non Stationary Stochastic Demand.

Roberto Rossi

Proceedings of the 7th IFAC Conference on Manufacturing Modelling, Management, and Control, 2013

On Service Level Measures in Stochastic Inventory Control.

Roberto Rossi

Proceedings of the 7th IFAC Conference on Manufacturing Modelling, Management, and Control, 2013

2012

Constraint-Based Local Search for Inventory Control Under Stochastic Demand and Lead Time.

Roberto Rossi, S. Armagan Tarim, Ramesh Bollapragada

INFORMS J. Comput., 2012

Confidence-based Optimization for the Newsvendor Problem.

Roberto Rossi, Steven D. Prestwich, S. Armagan Tarim, Brahim Hnich

CoRR, 2012

Partial symmetry breaking by local search in the group.

Steven D. Prestwich, Brahim Hnich, Helmut Simonis, Roberto Rossi, S. Armagan Tarim

Constraints An Int. J., 2012

Constraint programming for stochastic inventory systems under shortage cost.

Roberto Rossi, S. Armagan Tarim, Brahim Hnich, Steven D. Prestwich

Ann. Oper. Res., 2012

Filtering algorithms for global chance constraints.

Brahim Hnich, Roberto Rossi, S. Armagan Tarim, Steven D. Prestwich

Artif. Intell., 2012

On Solving a Stochastic Programming Model for Perishable Inventory Control.

Eligius M. T. Hendrix, René Haijema, Roberto Rossi, Karin G. J. Pauls-Worm

Proceedings of the Computational Science and Its Applications - ICCSA 2012, 2012

2011

An efficient computational method for a stochastic dynamic lot-sizing problem under service-level constraints.

S. Armagan Tarim, Mustafa K. Dogru, Ulas Özen, Roberto Rossi

Eur. J. Oper. Res., 2011

A note on Tempelmeier's β-service measure under non-stationary stochastic demand.

Roberto Rossi, S. Armagan Tarim, Onur A. Kilic

CoRR, 2011

Finding (α, ϑ)-Solutions via Sampled SCSPs.

Roberto Rossi, Brahim Hnich, S. Armagan Tarim, Steven D. Prestwich

Proceedings of the IJCAI 2011, 2011

2010

Scheduling internal audit activities: a stochastic combinatorial optimization problem.

Roberto Rossi, S. Armagan Tarim, Brahim Hnich, Steven D. Prestwich, Semra Karacaer

J. Comb. Optim., 2010

Stochastic Constraint Programming by Neuroevolution with Filtering.

Steven D. Prestwich, S. Armagan Tarim, Roberto Rossi, Brahim Hnich

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2010

2009

A note on Liu-Iwamura's dependent-chance programming.

Roberto Rossi, S. Armagan Tarim, Brahim Hnich, Steven D. Prestwich, Cahit Guran

Eur. J. Oper. Res., 2009

Cost-Based Filtering Techniques for Stochastic Inventory Control Under Service Level Constraints.

S. Armagan Tarim, Brahim Hnich, Roberto Rossi, Steven D. Prestwich

Constraints An Int. J., 2009

Finding reliable solutions: event-driven probabilistic constraint programming.

S. Armagan Tarim, Brahim Hnich, Steven D. Prestwich, Roberto Rossi

Ann. Oper. Res., 2009

Evolving Parameterised Policies for Stochastic Constraint Programming.

Steven D. Prestwich, S. Armagan Tarim, Roberto Rossi, Brahim Hnich

Proceedings of the Principles and Practice of Constraint Programming, 2009

Synthesizing Filtering Algorithms for Global Chance-Constraints.

Brahim Hnich, Roberto Rossi, S. Armagan Tarim, Steven D. Prestwich

Proceedings of the Principles and Practice of Constraint Programming, 2009

Neuroevolutionary Inventory Control in Multi-Echelon Systems.

Steven D. Prestwich, S. Armagan Tarim, Roberto Rossi, Brahim Hnich

Proceedings of the Algorithmic Decision Theory, First International Conference, 2009

2008

Constraint programming for optimization under uncertainty in inventory control.

Roberto Rossi

PhD thesis, 2008

A Global Chance-Constraint for Stochastic Inventory Systems Under Service Level Constraints.

Roberto Rossi, Armagan Tarim, Brahim Hnich, Steven D. Prestwich

Constraints An Int. J., 2008

A Steady-State Genetic Algorithm with Resampling for Noisy Inventory Control.

Steven D. Prestwich, Armagan Tarim, Roberto Rossi, Brahim Hnich

Proceedings of the Parallel Problem Solving from Nature, 2008

A Cultural Algorithm for POMDPs from Stochastic Inventory Control.

Steven D. Prestwich, Armagan Tarim, Roberto Rossi, Brahim Hnich

Proceedings of the Hybrid Metaheuristics, 5th International Workshop, 2008

Cost-Based Domain Filtering for Stochastic Constraint Programming.

Roberto Rossi, Armagan Tarim, Brahim Hnich, Steven D. Prestwich

Proceedings of the Principles and Practice of Constraint Programming, 2008

2007

Replenishment Planning for Stochastic Inventory Systems with Shortage Cost.

Roberto Rossi, Armagan Tarim, Brahim Hnich, Steven D. Prestwich

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2007

2006

Cost-Based Filtering for Stochastic Inventory Control.

Armagan Tarim, Brahim Hnich, Roberto Rossi, Steven D. Prestwich

Proceedings of the Recent Advances in Constraints, 2006