Dr Roberto Rossi

BEng, MEng, PhD, FHEA

Picture of Roberto Rossi

Reader in Management Science and Director of PG Programmes

Email: Um9iZXJ0by5Sb3NzaUBlZC5hYy51aw==
Phone: +44(0)131 6515239
Room: 3.25


Profile

Roles and responsibilities

  • Director of PG Programmes
  • External Examiner, Business School, Strathclyde University. Glasgow, UK

Background

Dr. Roberto Rossi holds a B.Eng. and a M.Eng. from the University of Bologna (Italy), and a Ph.D. from the University College Cork (Ireland). He is currently a Reader in Management Science at the University of Edinburgh (UK) and Fellow of the UK Higher Education Academy.

Research interest terms

  • Stochastic routing and scheduling

Research interests

His research focuses on automated reasoning: he develops systems that aim to be robust and scalable in such a way as to enable computers to act intelligently in increasingly complex real world settings and in uncertain environments.

He conducts cross-disciplinary methodological as well as applied research in decision making under uncertainty, artificial intelligence, operational research and supply chain management.

He has over fifty intellectual contributions in flagship international journals and conference proceedings; I have attracted research council as well as industry funding in excess of 1 million EUR.

Group membership

PhD Supervision

Roberto is supervising 1 PhD student

Website

https://gwr3n.github.io


Publications

MILP-based model for approximating non-stationary (R, S) policies with correlated demands

Xiang, Rossi, Martin-Barragan and Tarim. (2017). 17-22.
Contribution to conference: Paper
View / download (open access)

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

Chen and Rossi. (2017). 69-73.
Contribution to conference: Paper
View / download (open access)

Proceedings of the 8th International Workshop on Lot Sizing, (IWLS 2017), Glasgow, United Kingdom, August 23 - 25, 2017

Akartunalı, Arulselvan, Doostmohammadi and Rossi. (2017).
Book/Report: Anthology

Nonstationary Z-score measures

Mare, Moreira and Rossi. (2017) European Journal of Operational Research 260 (1). 348-358.
Contribution to journal: Article

Confidence-based representation in decision making

Rossi. (2017).
Other contribution: Other contribution
View / download (open access)

zmeasures

Rossi, Moreira and Mare. (2017).
Non-textual form: Web publication/site

jsdp: A Java stochastic Dynamic Programming Library

Rossi. (2017).
Non-textual form: Web publication/site

(R, S) policy with correlated demands

Xiang, Rossi and Martin-Barragan. (2017).
Contribution to conference: Abstract

Reducing construction carbon emissions in logistics: The dynamic bowser routing problem

Martin-Barragan, Rossi and Tomasella. (2017).
Contribution to conference: Abstract

MILP-based models for non-stationary stochastic lot-sizing strategies

Xiang, Rossi and Martin-Barragan. (2017).
Contribution to conference: Abstract

La nova scientia: Rewriting the history of operational research

Rossi. (2017).
Other contribution: Other contribution

(R, S) policy with correlated demands

Xiang, Rossi and Martin-Barragan. (2017).
Contribution to conference: Abstract

Stochastic constraint programming as reinforcement learning

Prestwich, Rossi and Tarim. (2017).
Contribution to conference: Abstract

Mps, una crisi venuta da lontano

Mare and Rossi. (2016).
Other contribution: Other contribution

ReCCEL Final Feasibility Report

Rossi, Tomasella, Martin-Barragan, Embley and Walsh. (2016).
Book/Report: Commissioned report

Constraint problem specification as compression

Prestwich, Tarim and Rossi. (2016). 280-292.
Chapter in Book/Report/Conference proceeding: Conference contribution
View / download (open access)

A simple heuristic for perishable inventory control under nonstationary stochastic demand

Rossi, Alcoba, Hendrix and Martin-Barragan. (2016).
Contribution to conference: Abstract

Policy learning for lot-sizing stochastic inventory control problem: A neuro-evolutionary approach

Manna, Prestwich, Rossi and Tarim. (2016).
Contribution to conference: Abstract

The ReCCEL toolbox: A response to carbon reduction challenges in the UK construction industry

Tomasella, Rossi and Martin-Barragan. (2016).
Contribution to conference: Abstract

An MILP model for computing (s, S) policies with stochastic demand

Xiang, Rossi and Martin-Barragan. (2016).
Contribution to conference: Abstract

A simple heuristic for perishable inventory control under nonstationary stochastic demand

Gutierrez-Alcoba, Rossi, Martin-Barragan and Hendrix. (2016) International Journal of Production Research 55 (7). 1885-1897.
Contribution to journal: Article
View / download (open access)

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

Rijpkema, W .A., Hendrix, E .M .T., Rossi, R. and van der Vorst, J .G .A .J. (2016) Annals of Operations Research 239 (2). 613-624.
Contribution to journal: Article
View / download (open access)

Non-parametric confidence-based cost estimation

Rossi. (2016).
Other contribution: Other contribution
View / download (open access)

A sample-based method for perishable good inventory control with a service level constraint

Hendrix, Pauls-Worm, Rossi, Alcoba and Haijema. (2015). 526-540.
Chapter in Book/Report/Conference proceeding: Chapter (peer-reviewed)

Randomness as a constraint

Prestwich, Rossi and Tarim. (2015). 351-366.
Chapter in Book/Report/Conference proceeding: Chapter (peer-reviewed)

Hybrid Metaheuristics for Stochastic Constraint Programming

Prestwich, S .D., Tarim, S .A., Rossi, R. and Hnich, B. (2015) Constraints 20 (1). 57-76.
Contribution to journal: Article
View / download (open access)

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

Rossi, Kilic and Tarim. (2015) Omega 50 (1). 126-140.
Contribution to journal: Article
View / download (open access)

Piecewise linearisation of the first order loss function for families of arbitrarily distributed random variables

Alcoba, Hendrix and Rossi. (2015).
Contribution to conference: Abstract

A comparison of lot-sizing methods for non-stationary stochastic demand

Dural-Selcuk, Kilic, Tarim and Rossi. (2015).
Contribution to conference: Abstract

Confidence-based reasoning in stochastic constraint programming

Rossi, Hnich, Tarim and Prestwich. (2015) Artificial Intelligence 228. 129-152.
Contribution to journal: Article
View / download (open access)

Neural Policies for Stochastic Dynamic Lot-sizing

Manna, Rossi, Tarim and Prestwich. (2015).
Contribution to conference: Abstract

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

Rijpkema, Hendrix and Rossi. (2015) Journal of the Operational Research Society.
Contribution to journal: Article
View / download (open access)

A computational study for the inventory routing problem

Malli, Laumanns, Prestwich, Rossi and Tarim. (2015).
Contribution to conference: Abstract

A mixed integer linear programming heuristic for computing nonstationary (s,S) policy parameters

Rossi, Kilic and Tarim. (2015).
Contribution to conference: Abstract

Forecasting Intermittent Demand by Hyperbolic-Exponential Smoothing

Prestwich, SD., Tarim, SA., Rossi, R. and Hnich, B. (2014) International Journal of Forecasting 30 (4). 928-933.
Contribution to journal: Article
View / download (open access)

Piecewise linear approximations of the standard normal first order loss function

Rossi, Tarim, Prestwich and Hnich. (2014) Applied Mathematics and Computation 231. 489-502.
Contribution to journal: Article
View / download (open access)

Statistical Constraints

Rossi, Prestwich and Tarim. (2014) 263. 777-782.
Chapter in Book/Report/Conference proceeding: Chapter (peer-reviewed)
View / download (open access)

Confidence-based optimization for the Newsvendor problem

Rossi, Prestwich, Tarim and Hnich. (2014) European Journal of Operational Research 239 (3). 674-684.
Contribution to journal: Article
View / download (open access)

A mixed integer linear programming heuristics for computing nonstationary (s,S) policy parameters

Rossi, Kilic and Tarim. (2014).
Contribution to conference: Paper
View / download (open access)

Piecewise linearisation of the first order loss function for families of arbitrarily distributed random variables

Rossi and Hendrix. (2014).
Contribution to conference: Paper
View / download (open access)

Effective sourcing strategies for perishable product supply chains

A .Rijpkema, Rossi and GAJ .van der Vorst. (2014) International Journal of Physical Distribution & Logistics Management 44 (6). 494-510.
Contribution to journal: Article
View / download (open access)

A unified modeling approach for the static-dynamic uncertainty strategy in stochastic lot-sizing

Rossi, Kilic and Tarim. (2014).
Contribution to conference: Abstract

Mean-Based Forecasting Error Measures for Intermittent Demand

Prestwich, Rossi, Armagan Tarim, S. and Hnich. (2014) International Journal of Production Research 52 (22). 6782-6791.
Contribution to journal: Article
View / download (open access)

Periodic review for a perishable item under non stationary stochastic demand

Rossi. (2013). 2021-2026.
Contribution to conference: Paper
View / download (open access)

On Service Level Measures in Stochastic Inventory Control

Rossi. (2013). 1991-1996.
Contribution to conference: Paper
View / download (open access)

The Newsvendor problem: analysis of the cost structure under normally distributed demand

Rossi. (2013).
Other contribution: Other contribution
View / download (open access)

Multi-location stochastic inventory control with service level constraints and routing decisions

Tomasella, Rossi and Tarim. (2013).
Contribution to conference: Abstract

Logistics management strategies to improve food safety of fresh fruits at retail outlets: the case of year-round sourcing of strawberries

Rijpkema, Rossi and van der Vorst. (2013).
Contribution to conference: Abstract

Dual sourcing strategies for fresh food products: the case of egyptian strawberries

Rijpkema, Rossi and van der Vorst. (2012).
Contribution to conference: Abstract

Filtering algorithms for global chance constraints

Hnich, Rossi, Tarim and Prestwich. (2012) Artificial Intelligence 189 (n/a). 69-94.
Contribution to journal: Article
View / download (open access)

Production planning of a perishable product with non-stationary demand and long lead time

Pauls-Worm, Haijema, Hendrix, Rossi and van der Vorst. (2012).
Contribution to conference: Abstract

Constraint programming for stochastic inventory systems under shortage cost

Rossi, Tarim, Hnich and Prestwich. (2012) Annals of Operations Research 195 (1). 49-71.
Contribution to journal: Article
View / download (open access)

Computing Optimal (s,S) Policy Parameters Under Service Level Constraints

Zghidi, Hnich, Rossi, Tarim and Prestwich. (2012).
Contribution to conference: Abstract

The impact of dual sourcing on food supply chain networks: the case of Egyptian strawberries

Rossi and van der Vorst. (2012).
Chapter in Book/Report/Conference proceeding: Chapter (peer-reviewed)

On solving a stochastic programming model for perishable inventory control

Hendrix, Haijema, Rossi and Pauls-Worm. (2012) 7335. 45-56.
Chapter in Book/Report/Conference proceeding: Chapter (peer-reviewed)

Confidence-based optimization for the Newsvendor Problem

Rossi, Tarim, Hnich and Prestwich. (2012).
Contribution to conference: Abstract

Process redesign for effective use of product quality information in meat chains

Rijpkema, Rossi and van der Vorst. (2012) International Journal of Logistics Research and Applications 15 (6). 389-403.
Contribution to journal: Article
View / download (open access)

Estimating binomial proportions

Rossi. (2012).
Other contribution: Other contribution
View / download (open access)

Partial Symmetry Breaking by Local Search in the Group

Prestwich, Hnich, Simonis, Rossi and Tarim. (2012) Constraints 17 (2). 148-171.
Contribution to journal: Article
View / download (open access)

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

Rossi, Tarim and Bollapragada. (2012) INFORMS Journal on Computing 24 (1). 66-80.
Contribution to journal: Article
View / download (open access)

A Neuroevolutionary Approach to Stochastic Inventory Control in Multi-Echelon Systems

Prestwich, SD., Tarim, SA., Rossi, R. and Hnich, B. (2012) International Journal of Production Research 50 (8). 2150-2160.
Contribution to journal: Article
View / download (open access)

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

Tarim, Dogˇru, Özen and Rossi. (2011) European Journal of Operational Research 215 (3). 563-571.
Contribution to journal: Article
View / download (open access)

A state space augmentation algorithm for the replenishment cycle inventory policy

Rossi, Tarim, Hnich and Prestwich. (2011) International Journal of Production Economics 133 (1). 377-384.
Contribution to journal: Special issue
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A note on Tempelmeier's β-service measure under non-stationary stochastic demand

Rossi, Tarim and Kilic. (2011).
Working paper: Discussion paper
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Effective use of product quality information in meat processing

Rijpkema, W., Rossi and Van der Vorst, J. (2011).
Contribution to conference: Paper
View / download (open access)

A Survey on CP-AI-OR Hybrids for Decision Making under Uncertainty

Hnich, Rossi, Tarim and Prestwich. (2011) 45. 227-270.
Chapter in Book/Report/Conference proceeding: Chapter (peer-reviewed)

Solving the news vendor problem under partial demand information

Rossi, Tarim, S .A., Hnich, B. and Prestwich, S. (2011).
Contribution to conference: Abstract

Computing the non-stationary replenishment cycle inventory policy under stochastic supplier lead-times

Rossi, Tarim, Hnich and Prestwich. (2010) International Journal of Production Economics 127 (1). 180-189.
Contribution to journal: Article
View / download (open access)

Stochastic constraint programming by neuroevolution with filtering

Prestwich, Tarim, Rossi and Hnich. (2010) 6140 LNCS. 282-286.
Chapter in Book/Report/Conference proceeding: Chapter (peer-reviewed)
View / download (open access)

Scheduling Internal Audit Activities: A Stochastic Combinatorial Optimization Problem

Rossi, Tarim, Hnich, Prestwich and Karacaer. (2010) Journal of Combinatorial Optimization 19 (3). 325-346.
Contribution to journal: Special issue
View / download (open access)

On a CP approach to solve a MINLP inventory model

Rossi, Tarim, Hnich, Prestwich and Hendrix. (2010).
Chapter in Book/Report/Conference proceeding: Conference contribution

Computing Replenishment Cycle Policy Parameters for a Perishable Item

Rossi, Tarim, Hnich and Prestwich. (2010). 241-247.
Chapter in Book/Report/Conference proceeding: Conference contribution

Using postponement strategies to reduce planning uncertainty in meat supply chains

Rijpkema, W., van der Vorst and Rossi. (2010).
Contribution to conference: Paper
View / download (open access)

An Efficient Computational Method for Non-Stationary (R,S) Inventory Policy with Service Level Constraints

Dogru, M., Tarim, S .A., Ozen, U. and Rossi. (2010).
Contribution to conference: Abstract

Livestock transportation: a model for ex-ante policy analysis

Baltussen, W., Rossi, Doorneweert, B., Vrolijk, H., Oudendag, D. and de Smet, A. (2010).
Contribution to conference: Paper
View / download (open access)

Use of livestock quality estimates for improved allocation planning of meat processors

Rijpkema, W., Rossi and Van der Vorst, J. (2010).
Contribution to conference: Paper
View / download (open access)

A Note on Liu-Iwamura's Dependent-Chance Programming

Rossi, Armagan Tarim, S., Hnich, Prestwich and Guran. (2009) European Journal of Operational Research 198 (3). 983-986.
Contribution to journal: Article
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Neuroevolutionary inventory control in multi-echelon systems

Prestwich, Tarim, Rossi and Hnich. (2009) 5783 LNAI. 402-413.
Chapter in Book/Report/Conference proceeding: Chapter (peer-reviewed)
View / download (open access)

Finding reliable solutions: event-driven probabilistic constraint programming

Tarim, Hnich, Prestwich and Rossi. (2009) Annals of Operations Research 171 (1). 77-99.
Contribution to journal: Special issue
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Evolving parameterised policies for stochastic constraint programming

Prestwich, Tarim, Rossi and Hnich. (2009) 5732 LNCS. 684-691.
Chapter in Book/Report/Conference proceeding: Chapter (peer-reviewed)

Synthesizing Filtering Algorithms for Global Chance-Constraints

Hnich, Rossi, Tarim and Prestwich. (2009) 5732 LNCS. 439-453.
Chapter in Book/Report/Conference proceeding: Chapter (peer-reviewed)
View / download (open access)

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

Tarim, Hnich, Rossi and Prestwich. (2009) Constraints 14 (2). 137-176.
Contribution to journal: Article
View / download (open access)

An Efficient Hybrid Approach for Computing (Rn,Sn) Policy Parameters

Tarim, S .A., Ozen, U., Dogru, M .K. and Rossi. (2009).
Contribution to conference: Abstract

Boosting Partial Symmetry Breaking by Local Search

Prestwich, Hnich, Simonis, Rossi and Tarim. (2009).
Chapter in Book/Report/Conference proceeding: Conference contribution
View / download (open access)

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

Rossi, Tarim, Hnich and Prestwich. (2008) Constraints 13 (4). 490-517.
Contribution to journal: Article
View / download (open access)

A cultural algorithm for pomdps from stochastic inventory control

Prestwich, S .D., Tarim, S .A., Rossi, R. and Hnich, B. (2008) 5296 LNCS. 16-28.
Chapter in Book/Report/Conference proceeding: Chapter (peer-reviewed)
View / download (open access)

Cost-based domain filtering for stochastic constraint programming

Rossi, Tarim, Hnich and Prestwich. (2008) 5202 LNCS. 235-250.
Chapter in Book/Report/Conference proceeding: Chapter (peer-reviewed)
View / download (open access)

A steady-state genetic algorithm with resampling for noisy inventory control

Prestwich, Tarim, Rossi and Hnich. (2008) 5199 LNCS. 559-568.
Chapter in Book/Report/Conference proceeding: Chapter (peer-reviewed)
View / download (open access)

Symmetry Breaking by Nonstationary Optimisation

Prestwich, Hnich, Rossi and Tarim. (2008). 153-162.
Chapter in Book/Report/Conference proceeding: Chapter (peer-reviewed)

Generalizing backdoors

Rossi, Prestwich, Tarim and Hnich. (2008).
Chapter in Book/Report/Conference proceeding: Conference contribution
View / download (open access)

Symmetry Breaking by Metaheuristic Search

Prestwich, Hnich, Rossi and Tarim. (2008).
Chapter in Book/Report/Conference proceeding: Conference contribution
View / download (open access)

Scheduling Internal Audit Activities: A Stochastic Combinatorial Optimization Problem

Tarim, S .A., Karacaer, S., Rossi, Hnich, B. and Prestwich, S. (2008).
Contribution to conference: Abstract

Dynamic Programming for computing (Rn,Sn) policy parameters

Rossi, Tarim, S .A., Hnich, B. and Prestwich, S. (2008).
Contribution to conference: Abstract

A Decision Support System for Computing Optimal (R,S) Policy Parameters

Tarim, Hnich, Rossi and Prestwich. (2008). 301-302.
Chapter in Book/Report/Conference proceeding: Conference contribution
View / download (open access)

Cost-based filtering for stochastic inventory control

Tarim, Hnich, Rossi and Prestwich. (2007) 4651 LNAI. 169-183.
Chapter in Book/Report/Conference proceeding: Chapter (peer-reviewed)
View / download (open access)

Replenishment planning for stochastic inventory systems with shortage cost

Rossi, Tarim, Hnich and Prestwich. (2007) 4510 LNCS. 229-243.
Chapter in Book/Report/Conference proceeding: Chapter (peer-reviewed)
View / download (open access)

Cost-based Filtering for Stochastic Inventory Systems with Shortage Cost

Rossi, Tarim, S .A., Hnich, B. and Prestwich, S. (2007).
Contribution to conference: Paper