Istituto Dalle Molle di Studi sull’Intelligenza Artificiale (IDSIA)

Dipartimento Tecnologie Innovative (DTI)

Scuola Universitaria Professionale della Svizzera Italiana (SUPSI)

Galleria 2, CH-6928 Manno, Switzerland

Phone: +41 (0)58 666 666 7

Fax: +41 (0)58 666 666 1

E-mail: roberto@idsia.ch

URL: http://www.idsia.ch/~roberto

- R. Montemanni, F. D’Ignazio, X. Chou and L.M. Gambardella

Machine Learning and Monte Carlo sampling for the Probabilistic Orienteering Problem

Proceedings of IEEE ISIS – 19th International Symposium on Advanced Intelligent Systems, Toyama, Japan, to appear

- K. Sheibani, T.E. Nordlander and R. Montemanni eds

8th International Conference on Applied Operational Research, Proceedings

Lecture Notes in Management Science 8, ORLab Analytics, Vancouver, 2016 - K. Sheibani, P. Hirsch, T.E. Nordlander, R. Montemanni, S. Sofianopoulou and J. Faulin eds

7th International Conference on Applied Operational Research, Proceedings

Lecture Notes in Management Science 7, ORLab Analytics, Vancouver, 2015

ISSN 2008-0050 (Print), ISSN 1927-0097 (Online) - K. Sheibani, R. Montemanni, T.E. Nordlander, P. Hirsch and M. Vanhoucke eds

6th International Conference on Applied Operational Research, Proceedings

Lecture Notes in Management Science 6, Tadbir, Vancouver, 2014

ISSN 2008-0050 (Print), ISSN 1927-0097 (Online) - R. Montemanni (guest editor)

Special issue: Optimization Methods in Logistics

Journal of Applied Operations Research 6(2), Tadbir, Vancouver, 2014

ISSN 1735-8523 (Print), ISSN 1927-0089 (Online) - J.S. Yeomans, R. Montemanni and T.E. Nordlander eds

5th International Conference on Applied Operational Research, Proceedings

Lecture Notes in Management Science 5, Tadbir, Vancouver, 2013

ISSN 2008-0050 (Print), ISSN 1927-0097 (Online)

- J. Jamal and R. Montemanni

Industrial Cluster Symbiosis Optimization based on Linear Programming

Process Integration and Optimization for Sustainability, to appear - R. Montemanni and L.M. Gambardella

A study on pupils transportation

Journal of Traffic and Logistics Engineering, 6(1):6–10, 2018 - J. Jamal. R. Montemanni, D. Huber, M. Derboni and A.E. Rizzoli

A multi-modal and multi-objective journey planner for integrating carpooling and public transport

Journal of Traffic and Logistics Engineering 5(2):68–72, 2017 - M. Akhmedov, A. Kedaigle, R.E. Chong, R. Montemanni, F. Bertoni, E. Fraenkel and I.
Kwee

PCSF: an R-Package for Network-Based Interpretation of High-throughput Data

PLOS Computational Biology13(7): e1005694, 2017 - D. Tulpan, R. Montemanni and D.H. Smith

Correlations Between Experimentally-Determined Melting Temperatures and GC-Content for Short DNA Strands

Current Bioinformatics 12(4):296–302, 2017 - P. Luangpaiboon, S. Boonhao and R. Montemanni

Steepest Ant Sense Algorithm for Parameter Optimisation of Multi-response Processes based on Taguchi Design

Journal of Intelligent Manufacturing, to appear - M. Akhmedov, I. Kwee and R. Montemanni

A Divide and Conquer matheuristic algorithm for the prize-collecting Steiner tree problem

Computers and Operations Research 70:18–25, 2016 - R. Montemanni

Combinatorial optimization algorithms for the design of codes: a survey

Journal of Applied Operations Research 7(1):36–41, 2015 - T.V.L Nguyen and R. Montemanni

Mathematical Programming Models for Home Health Care Service Optimization

International Journal of Operational Research, 25(4): 449–463, 2016 - N.E. Toklu, V. Papapanagiotou, M. Klumpp, L.M. Gambardella and R. Montemanni

Ant Colony Optimization for a 2-Stage Capacitated Vehicle Routing Problem with Probabilistic Demand Increases

International Journal of Business Innovation and Research, 11(1): 5–17, 2016 - V. Papapanagiotou, R. Montemanni and L.M. Gambardella

Hybrid sampling-based evaluators for the Orienteering Problem with Stochastic Travel and Service Times

Journal of Traffic and Logistics Engineering 3(2):108–114, 2015 - F. Mastromatteo, R. Montemanni, L.M. Gambardella and A.E. Rizzoli

An exact algorithm for the k-robust shortest paths problem with interval data

Journal of Applied Operations Research 6(2):124–133, 2014 - N.E. Toklu, L.M. Gambardella and R. Montemanni

A Multiple Ant Colony System for a Vehicle Routing Problem with Time Windows and Uncertain Travel Times

Journal of Traffic and Logistics Engineering, 2(1):52–58, 2014 - D. Tulpan, D.H. Smith and R. Montemanni

Thermodynamic post-processing versus GC-content pre-processing for DNA codes satisfying the Hamming distance and reverse-complement constraints

IEEE/ACM Transactions on Computational Biology and Bioinformatics 11(2):441–452, 2014 - V. Papapanagiotou, R. Montemanni and L.M. Gambardella

Objective function evaluation methods for the Orienteering problem with stochastic travel and service times

Journal of Applied Operational Research 6(1):16–29, 2014 - L.M. Gambardella, A.E. Rizzoli and R. Montemanni

Accounting for the environment in the design of logistic processes: The role of Lyfe Cycle Analysis in the design of supply chain

Logistics Innovation 1: 12–14, 2013 - D. Weyland, M. Salani, R. Montemanni and L.M. Gambardella

Vehicle routing for exhausted oil collection

Journal of Traffic and Logistics Engineering 1(1):5–8, 2013 - R. Montemanni, M. Mojana, G.A. Di Caro and L.M. Gambardella

A Decomposition-based exact approach for the Sequential Ordering Problem

Journal of Applied Operational Research, 5(1):2–13, 2013 - D. Weyland, R. Montemanni and L.M. Gambardella

Heuristics for the Probabilistic Traveling Salesman Problem with Deadlines based on quasi-parallel Monte Carlo Sampling

Computers and Operations Research , 40(7), 1661-1670, 2013 - D.H. Smith and R. Montemanni

Some constant weight codes from primitive permutation groups

The Electronic Journal of Combinatorics 19(4), #P4, 2012 - N.E. Toklu and R. Montemanni

On the Critical Role of Uncertainty in Information and Communication Technology

GSTF e-Journal on ICT 1(1), 8-9, 2012 - D. Weyland, R. Montemanni and L.M. Gambardella

A Metaheuristic Framework for Stochastic Combinatorial Optimization Problems based on GPGPU with a Case Study on the Probabilistic Traveling Salesman Problem with Deadlines

Journal of Parallel and Distributed Computing 73(1), 74-85, 2013 - N.E. Toklu and R. Montemanni

Robust Multicasting on Stochastic Wireless Actuator Networks: An Algorithmic Approach

Journal of Applied Operational Research 4(3), 110-124, 2012 - L.M. Gambardella, R. Montemanni and D. Weyland

Coupling Ant Colony Systems with strong Local Searches

European Journal of Operational Research 220(3), 831-843, 2012 - D.H. Smith and R. Montemanni

Permutation Codes with Specified Packing Radius

Design, Codes and Cryptography 69(1),95-106, 2013. - R. Montemanni and L.M. Gambardella

A note on the article “A robust branch-and-cut approach for the minimum-energy symmetric network connectivity problem”

Omega 40, 817, 2012 - J. Barta and R. Montemanni

Wireless multicasting under probabilistic node failures: a heuristic approach

Optimization and Engineering 13(4), 705-726, 2012 - R. Montemanni and V. Leggieri

A Branch and Price Algorithm for the Minimum Power Multicasting Problem in Wireless Sensor Networks

Mathematical Methods of Operations Research 74(3), 327-342, 2011 - D.H. Smith and R. Montemanni

A new table of permutation codes

Design, Codes and Cryptography, 63(2), 241-253, 2012 - R. Montemanni, N.E. Toklu S.C. Toklu and Y.C. Toklu

Aggregate Blending via robust linear programming

ASCE Journal of Construction Engineering and Management 137(2), 188-196, 2012 - R. Montemanni and P. Mahdabi

A Linear Programming-based Evolutionary Algorithm for the Minimum Power Broadcast problem in Wireless Networks

Journal of Mathematical Modelling and Algorithms 10(2), 145-162, 2011 - D. Anghinolfi, R. Montemanni, M. Paolucci and L.M. Gambardella

A Hybrid Particle Swarm Optimization approach for the Sequential Ordering Problem

Computers and Operations Research 38(7), 1076-1085, 2011 - R. Montemanni

Integer Programming Formulations for Maximum Lifetime Broadcasting Problems in Wireless Sensor Networks

Wireless Sensor Network 2, 924-935, 2010 - D.H. Smith, N. Aboluion, R. Montemanni and S. Perkins

Linear and Nonlinear Constructions of DNA Codes with Hamming distance d and constant GC-content

Discrete Mathematics 311(14), 1207-1219, 2011

(16th Discrete Mathematics-most downloaded paper in year 2011) - J. Barta, V. Leggieri, R. Montemanni, P. Nobili and C. Triki

Some valid inequalities for the Probabilistic Minimum Power Multicasting Problem

Electronic Notes in Discrete Mathematics 36, 463-470, 2010 - R. Montemanni and V. Leggieri

An Exact algorithm for the minimum power multicasting problem in wireless sensor networks

Electronic Notes in Discrete Mathematics 36, 215-222, 2010 - R. Montemanni, D.H. Smith, A.E. Rizzoli and L.M. Gambardella

Sequential Ordering Problems for Crane Scheduling in Port Terminals

International Journal of Simulation and Process Modelling 5(4), 348-361, 2009 - R. Montemanni and L.M. Gambardella

An Ant Colony System for Team Orienteering Problems with Time Windows

Foundations of Computing and Decision Sciences 34(4), 287-306, 2009 - J. Barta, V. Leggieri, R. Montemanni, P. Nobili and C. Triki

Minimum Power Multicasting in Wireless Networks under Probabilistic Node Failures

Computational Optimization and Applications 49(1), 193-212, 2011 - R. Montemanni and D.H. Smith

Heuristic Algorithms for Constructing Binary Constant Weight Codes

IEEE Transactions on Information Theory 55(10), 4651-4656, 2009 - R. Montemanni and D.H. Smith

Heuristic manipulation, tabu search and frequency assignment

Computers and Operations Research 37(3), 543-551, 2010 - R. Montemanni and D.H. Smith

Construction of constant GC-content DNA codes via a variable neighbourhood search algorithm

Journal of Mathematical Modelling and Algorithms 7(3), 311-326, 2008 - R. Montemanni, V. Leggieri and C. Triki

Mixed integer formulations for the probabilistic minimum energy broadcast problem in wireless networks

European Journal of Operational Research 190(2), 578-585, 2008 - R. Montemanni, D.H. Smith and L.M. Gambardella

A heuristic manipulation technique for the sequential ordering problem

Computers and Operations Research 35(12), 3931-3944, 2008 - A.E. Rizzoli, R. Montemanni, F. Oliverio and L.M. Gambardella

Ant Colony Optimisation for real-world vehicle routing problems: from theory to applications

Swarm Intelligence 1(2), 135-151, 2007 - J.S. Graham, R. Montemanni, J.N.J. Moon and D.H. Smith

Frequency assignment, multiple interference and binary constraints

Wireless Networks 14(4), 449-464, 2008 - R. Montemanni, J. Barta, M. Mastrolilli and L.M. Gambardella

The robust traveling salesman problem with interval data

Transportation Science 41(3), 366-381, 2007 - L. Negri, D. Zanetti, R. Montemanni and S. Giordano

Power-optimized topology formation and configuration in Bluetooth sensor networks: an experimental approach

Ad Hoc & Sensor Wireless Networks 6 (1-2), 145-175, 2008 - R. Montemanni

A mixed integer programming formulation for a single machine robust scheduling with interval data

Journal of Mathematical Modelling and Algorithms 6(2), 287-296, 2007 - A.V. Donati, R. Montemanni, N. Casagrande, A.E. Rizzoli and L.M. Gambardella

Time dependent vehicle routine problem with a multi ant colony system

European Journal of Operational Research 185(3), 1174-1191, 2008 - D.H. Smith, L.A. Hughes, J.N.J. Moon and R. Montemanni

Measuring the effectiveness of frequency assignment algorithms

IEEE Transactions on Vehicular Technology 56(1), 331-341. 2007 - R. Montemanni

A Benders decomposition approach for the robust spanning tree problem with interval data

European Journal of Operational Research 174(3), 1479-1490, 2006 - O. Babaoglu, G. Canright, A. Deutsch, G. Di Caro, F. Ducatelle, L.M. Gambardella, N.
Ganguly, M. Jelasity, R. Montemanni, A. Montresor and T. Urnes

Design patterns from biology for distributed computing

ACM Transactions on Autonomous and Adaptive Systems 1(1), 26-66, 2006 - R. Montemanni and L.M. Gambardella

The robust shortest path problem with interval data via Benders decomposition

4OR 3(4), 315-328, 2005 - R. Montemanni, L.M. Gambardella, A.E. Rizzoli and A.V. Donati

Ant Colony system for a dynamic vehicle routing problem

Journal of Combinatorial Optimization 10, 327-343, 2005 - R. Montemanni and L.M. Gambardella

Exact algorithms for the minimum power symmetric connectivity problem in wireless networks

Computers and Operations Research 32(11), 2891-2904, 2005 - R. Montemanni and L.M. Gambardella

A branch and bound algorithm for the robust spanning tree problem with interval data

European Journal of Operational Research 161(3), 771-779, 2005 - R. Montemanni and L.M. Gambardella

An exact algorithm for the robust shortest path problem with interval data

Computers and Operations Research 31(10), 1667-1680, 2004 - R. Montemanni, D.H. Smith and S.M. Allen

An improved algorithm to determine lower bounds for the fixed spectrum frequency assignment problem

European Journal of Operational Research 156(3), 736-751, 2004 - R. Montemanni, L.M. Gambardella and A.V. Donati

A branch and bound algorithm for the robust shortest path problem with interval data

Operations Research Letters 32(3), 225-232, 2004

(19th Operations Research Letters-most downloaded paper from April 2002 to April 2004, notwithstanding the paper had been available only since November 2003) - R. Montemanni

Upper and lower bounds for the fixed spectrum frequency assignment problem

4OR 1(3), 257-260, 2003. - R. Montemanni, J.N.J. Moon and D.H. Smith

An improved tabu search algorithm for the fixed spectrum frequency assignment problem

IEEE Transactions on Vehicular Technology 52(4), 891-901, 2003 - R. Montemanni, D.H. Smith and S.M. Allen

An ANTS algorithm for the minimum span frequency assignment problem with multiple interference

IEEE Transactions on Vehicular Technology 51(5), 949-953, 2002 - R. Montemanni, D.H. Smith and S.M. Allen

Lower bounds for fixed spectrum frequency assignment

Annals of Operations Research 107, 237-250, 2001

- R. Montemanni, J. Barta and D.H. Smith

Graph coloring and branch and bound approaches for permutation codes algorithms

In New Advances in Information Systems and Technologies, A. Rocha et al eds, Springer, Advances in Intelligent Systems and Computing 444(1), 223–232, 2016 - M. Akhmedov, I. Kwee and R. Montemanni

A comparison of heuristic methods for the prize-collecting Steiner tree problem and their application in genomics

In Operations Research Proceedings 2015 – Selected papers of the International Conference on Operations Research, K.F. Doerner et al eds, Springer, 101–108, 2017 - M. Klumpp, N.E. Toklu, V. Papapanagiotou, R. Montemanni and L.M. Gambardella

Green Bullwhip Effect Cost Simulation in Distribution Networks

Proceedings of LDIC 2014 – 4th International Conference on Dynamics in Logistics, H. Kotzab et al eds, Springer, 387–395, 2015 - T.V.L Nguyen, N.E. Toklu and R. Montemanni

Matheuristic Optimization for Robust Home Health Care Services

Proceedings of ICAOR 2015 – The 7th International Conference on Applied Operational Research, In Lecture Notes in Management Science 7, K. Sheibani et al eds, ORLab Analytics, Vienna, Austria, 1–7, 2015 - V. Papapanagiotou, R. Montemanni and L.M. Gambardella

Sampling-based objective function evaluation techniques for the Orienteering Problem with Stochastic Travel and Service Times

In Operations Research Proceedings 2014 – Selected papers of the International Conference on Operations Research, M. Lübbecke et al eds, Springer, Heidelberg, 445–450, 2016 - N.E. Toklu, R. Montemanni and L.M. Gambardella

Embedding Robust Optimization Techniques into Metaheuristic Algorithms

In Metaheuristics in uncertain environments, Wiley, to appear - A.E. Rizzoli, R. Montemanni, A. Bettoni and L. Canetta

Software Support for Sustainable Supply Chain Configuration and Management

In Advances in Intelligent Systems and Computing 310, ICT Innovations for Sustainability, L.M. Hilty and B. Aebischer eds., Springer International Publishing, 2014 - M. Akhmedov, I. Kwee and R. Montemanni

A fast heuristic for the price-collecting Steiner tree problem

Proceedings of ICAOR 2014 – The 6th International Conference on Applied Operational Research, In Lecture Notes in Management Science 6, K. Sheibani et al eds, Tadbir OR, Vancouver, 207–216, 2014 - R. Montemanni, D.H. Smith and N. Koul

Three metaheuristics for the construction of Constant GC-content DNA codes

Proceedings of ICAOR 2014 – The 6th International Conference on Applied Operational Research, In Lecture Notes in Management Science 6, K. Sheibani et al eds, Tadbir OR, Vancouver, 167–175, 2014 - R. Montemanni, C. Valeri, S. Nesic, L.M. Gambardella, M. Gioacchini, T. Fumagalli, H.
Zeller, K. Meyer, M. Faist and A.E. Rizzoli

Supply chain design and sustainability in the textile sector

Proceedings of ICAOR 2013 – The 5th International Conference on Applied Operational Research, In Lecture Notes in Management Science 5, J.S. Yeomans et al. eds., Tadbir OR, Vancouver, 67–73, 2013 - V. Papapanagiotou, D. Weyland, R. Montemanni and L.M. Gambardella

A sampling-based approximation of the objective function of the Orienteering problem with stochastic travel and service times

Proceedings of ICAOR 2013 – The 5th International Conference on Applied Operational Research, In Lecture Notes in Management Science 5, J.S. Yeomans et al. eds., Tadbir OR, Vancouver, 143–152, 2013 - M. Mojana, R. Montemanni, G. Di Caro and L.M. Gambardella

A Branch and Bound approach for the Sequential Oridering Problem

Proceedings of ICAOR 2012 – The 4th International Conference on Applied Operational Research, In Lecture Notes in Management Science 4, P. Luangpaiboon et al. eds., Tadbir OR, Vancouver, 266–273, 2012 - D. Anghinolfi, L.M. Gambardella, R. Montemanni, C. Nattero, M. Paolucci and N.E. Toklu

A matheuristic algorithm for a large-scale energy management problem

In Lecture Notes in Computer Science 7116, I. Lirkov et al. eds., Springer, Heidelberg, 173–181, 2012. - D. Tulpan, A. Ghiggi and R. Montemanni

Computational sequence design techniques for DNA microarray technologies

In Systemic Approaches in Bioinformatics and Computational Systems Biology: Recent Advances, P. Lecca et al. eds., IGI Global, 57–91, 2012 - N.E. Toklu and R. Montemanni

A Robust Approach for a Minimum Power Broadcasting Problem in Wireless Sensor Networks

In Lecture Notes in Management Science 3, Y. Gunalay and S. Kadipasaoglu eds., Tadbir OR, Vancouver, 223–232, 2011 - L.M. Gambardella, R. Montemanni and D. Weyland

An Enhanced Ant Colony System for the Sequential Ordering Problem

In Operations Research Proceedings 2011 – Selected papers of the International Conference on Operations Research, D. Klatte et al. eds., Springer, Heidelberg, 355–360, 2012 - D. Weyland, R. Montemanni and L.M. Gambardella

Using Statistical Tests for improving state-of-the-art Heuristics for the Probabilistic Traveling Salesman Problem with Deadlines

In Lecture Notes in Computer Science 6927, R. Moreno-Diaz et al. eds., Springer, Heidelberg, 448–455, 2011 - R. Montemanni, L.M. Gambardella and A.K. Das

Models and algorithms for the Minimum Power Symmetric Connectivity Problem: an overview

In Handbook on Theoretical and Algorithmic Aspects of Sensor, Ad Hoc Wireless, and Peer-to-Peer Networks, J. Wu ed., Auerbach Publications, 133–146, 2006 - R. Montemanni and L.M. Gambardella

Power-aware distributed protocol for a connectivity problem in wireless sensor networks

In Self-Star Properties in Complex Information Systems. Lecture Notes in Computer Science 3460, O. Babaoglu et al. eds., Springer, 403–416, 2005 - R. Montemanni and L.M. Gambardella

Minimum power symmetric connectivity problem in wireless networks: a new approach

In Mobile and wireless communications networks. Series: IFIP International Federation for Information Processing, 162(8), E.M. Belding-Royer, K. Al Agha, G. Pujolle eds., Springer, 496–508, 2004

- R. Montemanni, F. D’Ignazio, X. Chou and L.M. Gambardella

Machine Learning and Monte Carlo sampling for the Probabilistic Orienteering Problem

Proceedings of IEEE ISIS – 19th International Symposium on Advanced Intelligent Systems, Toyama, Japan, to appear - E. Grakova, M. Golasowski, R. Montemanni, K. Slaninova, J. Martinovic, J. Jamal, K.
Janurova and M. Salani

Hyperparameter Search in Periodic Vehicle Routing Problem

Proceedings of ICITT 2018 – The 2nd International Conference on Intelligent Traffic and Transportation, Stockholm, Sweden, to appear - P. Aungkulanon, P. Luangpaiboon and R. Montemanni

A Hybrid Meta heuristic Algorithm for the Balanced Line Production under Uncertainty

Proceedings of ICIIL 2018 – The 4rd International Conference on Innovation and Industrial Logistics, Bangkok, Thailand, to appear - X. Chou, L.M. Gambardella and R. Montemanni

Monte Carlo Sampling for the Probabilistic Orienteering Problem

Proceedings of ODS 2018 The International Conference on Optimization and Decision Science, Taormina, Italy, to appear - R. Montemanni and J. Jamal

Industrial Cluster Optimization based on Linear Programming

Proceedings of IEEE ICIEA 2017 The 5th International Conference on Industrial Engineering and Applications, Singapore, Singapore, to appear - J. Jamal, G. Shobaki, V. Papapanagiotou, L.M. Gambardella, R. Montemanni

Solving the Sequential Ordering Problem Using Branch and Bound

Proceedings of IEEE SSCI 2017 – The 2017 IEEE Symposium Series on Computational Intelligence, 3110–3118, Honolulu, USA, November 27 - December 1 2017 - N.E. Toklu, S. Yanik and R. Montemanni

The travelling salesman problem with dynamic uncertainty

Proceedings of LMSCM 2017 – The 15th International Logistics and Supply Chain Congress, Istanbul, Turkey, to appear. - J. Barta and R. Montemanni

Hamming graphs and permutation codes

Proceedings of IEEE MCSI 2017 – The 4th International Conference on Mathematics and Computers in Science and Industry, Corfu, Greece, to appear. - P. Aungkulanon, P. Luangpaiboon and R. Montemanni

Elevator kinematics optimisation method for aggregate production planning based on fuzzy MOLP model

ICIIL 2017 – 3rd International Conference on Innovation and Industrial Logistics, Hong Kong, to appear - M. Akhmedov, A. LeNail, F. Bertoni, I. Kwee, E. Fraenkel and R. Montemanni

A fast Prize-collecting Steiner Forest algorithm for Functional Analyses in Biological Networks

Proceedings of CPAIOR 2017 – Integration of AI and OR Techniques in Constraint Programming: 14th International Conference, D. Salvagnin and M. Lombardi eds, Springer International Publishing, 263–276, Padua, Italy, June 5–8, 2017 - V. Papapanagiotou, R. Montemanni and L.M. Gambardella

A sampling-based metaheuristic for the Orienteering Problem with Stochastic Travel Times

Proceedings of TPNC 2016 – Theory and Practice of Natural Computing: 5th International Conference, TPNC 2016, C. Martín-Vide et al eds, Springer International Publishing, 97–109, Sendai, Japan, December 12-13, 2016 - J. Jamal, A.E. Rizzoli, R. Montemanni, D. Huber

Tour Planning and Ride Matching for an Urban Social Carpooling Service

MATEC Web of Conferences 81, 04010, Proceedings of ICTTE 2016, Luzern, Switzerland - V. Papapanagiotou, R. Montemanni and L.M. Gambardella

Comparison of Objective Function Evaluators for a Stochastic Orienteering Problem

Proceedings of IEEE SCIS&ISIS 2016 – Joint 8th International Conference on Soft Computing and Intelligent Systems and 17th International Symposium on Advanced Intelligent Systems, 465–471, IEEE Computer Society, Sapporo, Japan, August 25–28 2016 - J. Barta, D.H. Smith and R. Montemanni

Packing Regularity of Permutation Codes

Proceedings of ICAOR 2016 – The 8th International Conference on Applied Operational Research, in Lecture Notes in Management Science 8, K. Sheibani et al eds, ORLab Analytics, 66–71, Rotterdam, The Netherlands, June 28–30 2016 - T.E. Nordlander, L. Lamorgese, T.V.L. Nguyen and R. Montemanni

Homecare planning, a challenging task in a growing market

Proceedings of ICAOR 2016 – The 8th International Conference on Applied Operational Research, in Lecture Notes in Management Science 8, K. Sheibani et al eds, ORLab Analytics, 86–92, Rotterdam, The Netherlands, June 28–30 2016 - T.V.L Nguyen and R. Montemanni

Integrated Home Health Care Optimization via Genetic Algorithm and Mathematical Programming

Proceedings of IEEE CEC 2016 – Congress on Evolutionary Computation, pages 553–561, IEEE Computer Society, Vancouver, Canada, July 25–29 2016 - V. Papapanagiotou, J. Jamal, R. Montemanni, G. Shobaki and L.M. Gambardella

A comparison of two exact algorithms for the sequential ordering problem

Proceedings of IEEE ICSPC 2015 – IEEE Conference on System, Process and Control, pages 73–78, IEEE Computer Society, Kuala Lumpur, Malaysia, 18-20 December 2015 - R. Montemanni, J. Barta, D.H. Smith

The design of permutation codes via a specialized maximum clique algorithm

Proceedings of IEEE MCSI 2015 – The 2rd International Conference on Mathematics and Computers in Science and Industry, pages 298–301, IEEE Computer Society, Sliema, Malta, 17-19 August 2015. - M. Akhmedov, I. Kwee and R. Montemanni

A Matheuristic Algorithm for the Prize-collecting Steiner Tree Problem

Proceedings of IEEE ICOICT 2015 – The 3rd International Conference on Information and Communication Technology, pages 408–412, IEEE Computer Society, Bali, Indonesia, 27-29 May 2015 - J. Barta, R. Montemanni and D.H. Smith

Permutation Codes via Fragmentation of Group Orbits

Proceedings of IEEE ICOICT 2015, – The 3rd International Conference on Information and Communication Technology, pages 39–44, IEEE Computer Society, Bali, Indonesia, 27-29 May 2015 - R. Montemanni, J. Barta and D.H. Smith

Permutation codes: a new upper bound for M(7,5)

Proceedings of ICIAC 2014 – International Conference on Informatics and Advanced Computing, pages 1–3, Bangkok, Thailand, 30-31 December 2014 - V. Papapanagiotou, R. Montemanni and L.M. Gambardella

The Orienteering Problem with Stochastic Travel and Service Times: new approaches to sampling-based objective function evaluation Proceedings of CMCGS 2015 – The 4th Annual International Conference on Computational Mathematics, Computational Geometry and Statistics, Singapore, 26-27 January 2015 - R. Montemanni, J. Barta and D.H. Smith

Permutation Codes: a branch and bound approach

Proceedings of PMAMCM 2014 – International Conference on Pure Mathematics, Applied Mathematics, Computational Methods, pages 86–90, Fira, Greece, 17-21 July 2014 - J. Barta, R. Montemanni and D.H. Smith

A Branch and Bound Approach to Permutation Codes

Proceedings of IEEE ICOICT 2014 – The 2nd International Conference on Information and Communication Technology, pages 187–192, IEEE Computer Society, Bandung, Indonesia, 28-30 May 2014 - N.E. Toklu, L.M. Gambardella and R. Montemanni

Vehicle Routing Problem with Uncertain Costs via a Multiple Ant Colony System

Proceedings of CMCGS 2014 – The 3rd Annual International Conference on Computational Mathematics, Computational Geometry and Statistics, Forging Connections between Computational Mathematics and Computational Geometry (K. Chen and A Ravindran eds), Springer Proceedings in Mathematics & Statistics 124, pages 261–273, Singapore, 22-23 April 2014 - N.E. Toklu, R. Montemanni and L.M. Gambardella

A Robust Multiple Ant Colony System for the Capacitated Vehicle Routing Problem

Proceedings of IEEE SCM 2013 – International Conference on Systems, Man and Cybernetics 2013, pages 1871-1876, Manchester, United Kingdom, 13-16 October 2013 - T.V.L Nguyen and R. Montemanni

Scheduling and Routing in Home Health Care Service

Proceedings of FORS40 – the Finnish Operations Research 40th Anniversary Workshop, pages 5-8, Lappeenranta, Finland, 21-22 August 2013 - N.E. Toklu, V. Papapanagiotou, M. Klumpp and R. Montemanni

An Ant Colony approach for a 2-Stage Vehicle Routing Problem with Probabilistic Demand Increases

Proceedings of FORS40 – the Finnish Operations Research 40th Anniversary Workshop, pages 52-57, Lappeenranta, Finland, 21-22 August 2013 - D. Weyland, R. Montemanni and L.M. Gambardella

Convergence Results for Vehicle Routing Problems with Stochastic Demands

Proceedings of ORS 2013 – The 3rd International Conference on Operations Research and Statistics, Singapore, 22-23 April 2013 - N.E. Toklu, R. Montemanni and L.M. Gambardella

An Ant Colony System for the Capacitated Vehicle Routing Problem with Uncertain Travel Costs

Proceedings of IEEE SIS 2013 – Swarm Intelligence Symposium 2013, pages 32-39, Singapore, 16-19 April 2013 - D. Weyland, R. Montemanni and L.M. Gambardella

An Enhanced Ant Colony System for the Probablistic Traveling Salesman Problem

Proceedings of Bionetics 2012 – The 7th International ICST Conference on Bio-Inspired Models of Network, Information, and Computing Systems, Lugano, Switzerland, 10-11 December 2012 - R. Montemanni

Scheduling problems with precedence constraints: models and algorithms

Proceedings of ESM 2012 – The 2012 European Simulation and Modelling Conference, Essen, Germany, 22-24 October 2012 - A.E. Rizzoli, H. Zeller, M. Faist, R. Montemanni, M. Gioacchini and N. Nembrini

EcoLogTex: a software tool supporting the design sustainable supply chains for textiles

Proceedings of ICT4S 2013 – ICT for Sustainability Conference, Zurich, Switzerland, 14-16 February 2013 - L. Ruinelli, M. Salani, R. Montemanni and L.M. Gambardella

Hybridization of column generation and ant colony optimization to solve a real-world vehicle routing problem

Proceedings of VEROLOG 2012 – The 1st Annual Conference of the EURO Working Group on Vehicle Routing and Logistics Optimization, Bologna, Italy, 18-20 June 2012 - N.E. Toklu and R. Montemanni

Minimum power multicasting on wireless networks: a shared incumbent environment approach

Proceedings of MobiCONA 2012 – The 2nd Annual International Conference on Mobile Communications, Networking and Applications, Singapore, 18-19 June 2012 - R. Montemanni, M. Salani, D.H. Smith and F.H. Hunt

A Variable Neighbourhood Search Heuristic for the Design of Codes

Proceedings of IC2IT 2012 – The 8th International Conference on Computing and Information Technology, pages 127-132, Pattaya City, Thailand, 9-10 May 2012 - D. Weyland, R. Montemanni and L.M. Gambardella

Hardness Results for the Probabilistic Traveling Salesman Problem with Deadlines

In Lecture Notes in Computer Science 7422, R. Mahjoub et al. eds., Springer, Heidelberg, 392-403, Athens, Greece, 17-21 April 2012 - N.E. Toklu, R. Montemanni, G. Di Caro and L.M. Gambardella

A Shared Incumbent Environment for the Minimum Power Broadcasting Problem in Wireless Networks

Proceedings of ICICN 2012 – International Conference on Information and Computer Networks, International Proceedings of Computer Science and Information Technology 27, pages 158-162 , Singapore, 26-28 February 2012 - M. Mojana, R. Montemanni, G. Di Caro and L.M. Gambardella

An algorithm combining linear programming and an ant system for the sequential ordering problem

Proceedings of ATAI 2011 – The Second Annual International Conference on Advanced Topics in Artificial Intelligence, pages 80-85, Singapore, 24-25 November 2011 (Best research paper award) - N.E. Toklu and R. Montemanni

A Three-Stage Robust Approach for Minimum Power Multicasting in Wireless Sensor Networks

Proceedings of MobiCONA 2011 – The Annual International Conference on Mobile Communications, Networking and Applications, pages M42-M47, Singapore, 27-28 June 2011 (Best research paper award) - R. Montemanni, D. Weyland and L.M. Gambardella

An Enhanced Ant Colony System for the Team Orienteering Problem with Time Windows

Proceedings of IEEE ISCCS 2011 – The 2011 International Symposium on Computer Science and Society, pages 381-384, Kota Kinabalu, Malaysia, 15-17 July 2011 - D. Anghinolfi, L.M. Gambardella, R. Montemanni, C. Nattero, M. Paolucci and N.E. Toklu

An optimization model for a large-scale energy management problem

Proceedings of CAR 2011 - The Annual International Conference on Control, Automation and Robotics, pages C22-C27, Singapore, 28 February – 1 March 2011 - R. Montemanni and P. Mahdabi

An Evolutionary Algorithm for a topology problem in Wireless Sensor Networks

Proceedings of Matheuristics 2010 - The 3rd international workshop on model-based metaheuristics, pages 140-151, Vienna, Austria, 28-30 June 2010 - L.M. Gambardella and R. Montemanni

An Enhanced Ant Colony System for two Transportation Problems

Proceedings of TRISTAN VII – The 7th Triennial Symposium on Transportation Analysis, pages 292-295, Tromso, Norway, 20-35 June 2010 - R. Montemanni and D.H. Smith

Metaheuristics for the construction of Constant GC-content DNA codes

Proceedings of MIC 2009 – The 8th Metaheuristic International Conference, Hamburg, Germany, 13-16 July 2009 - D. Anghinolfi, R. Montemanni, M. Paolucci and L.M. Gambardella

A Particle Swarm Optimization approach for the Sequential Ordering

Proceedings of MIC 2009 – The 8th Metaheuristic International Conference, Hamburg, Germany, 13-16 July 2009 - R. Montemanni and L.M. Gambardella

An Ant Colony System for the Orienteering Problem with Time Windows

Proceedings of ODYSSEUS 2009, Cesme, Turkey, 26-29 May 2009 - R. Montemanni

Maximum lifetime broadcasting topologies in wireless sensor networks: advanced mathematical programming models

Proceedings of HICSS 42 – Hawai’i International Conference on System Sciences 42, Waikoloa, U.S.A., 5-8 January 2009 - R. Montemanni, A.E. Rizzoli, D.H. Smith and L.M. Gambardella

Sequential ordering problems for crane scheduling in port terminals

Proceedings of HMS 2008 – The International Workshop on Harbour, Maritime & Multimodal Logistics Modelling and Simulation, Campora San Giovanni, Italy, 17-19 September 2008 - R. Montemanni, J. Barta, M. Mastrolilli and L.M. Gambardella

Heuristic algorithms for the robust traveling salesman problem with interval data

Proceedings of TRISTAN VI – The 6th Triennial Symposium on Transportation Analysis, Phuket, Thailand, 10-15 June 2007 - R. Montemanni, D.H. Smith and L.M. Gambardella

Ant colony systems for large sequential ordering problems

Proceedings of IEEE SIS 2007 – The IEEE Swarm Intelligence Symposium, Honolulu, USA, 1-5 April 2007 - R. Montemanni, J. Barta and L.M. Gambardella

An exact algorithm for the Robust traveling salesman problem with interval data

Proceedings of ODYSSEUS 2006, pages 256-258, Altea, Spain, 23-26 May 2006 - O. Babaoglu, G. Canright, A. Deutsch, G. Di Caro, F. Ducatelle, L.M. Gambardella, N.
Ganguly, M. Jelasity, R. Montemanni and A. Montresor

Design patterns from biology for distributed computing

Proceedings of EECS 2005 – The European Conference on Complex Systems, Paris,France, 14-18 November 2005 - R. Montemanni and L.M. Gambardella

Swarm approach for a connectivity problem in wireless networks

Proceedings of IEEE SIS 2005 – The IEEE Swarm Intelligence Symposium, pages 265-272, Pasadena, U.S.A., 8-10 June 2005 - R. Montemanni, L.M. Gambardella

A Benders decomposition approach for the robust shortest path problem with interval data

Proceedings of INOC 2005 – The International Network Optimization Conference, pages B2.609-B2.614, Lisbon, Portugal, 20-23 March 2005 - R. Montemanni, L.M. Gambardella and A.K. Das

The minimum power broadcast problem in wireless networks: a simulated annealing approach

Proceedings of IEEE WCNC 2005 – Wireless Communications and Networking Conference, New Orleans, U.S.A., 13-17 March 2005 - R. Montemanni, L.M. Gambardella and A.V. Donati

A comparison of two new exact algorithms for the robust shortest path problem

Proceedings of TRISTAN V – The 5th Triennial Symposium on Transportation Analysis, Le Gosier, Guadeloupe, 13-18 June 2004 - L.M. Gambardella, A.E. Rizzoli, F. Oliverio, N. Casagrande, A.V. Donati, R. Montemanni and
E. Lucibello

Ant Colony Optimization for vehicle routing in advanced logistic systems

Proceedings of the2003 – International Workshop on Modelling and Applied Simulation, pages 3-9, Bergeggi, Italy, 2-4 October 2003 - A.V. Donati, R. Montemanni, L.M. Gambardella and A.E. Rizzoli

Integration of a robust shortest path algorithm with a time dependent vehicle routing model and applications

Proceedings of CIMSA 2003 – International Symposium on Computational Intelligence for Measurement Systems and Applications, pages 26-31, Lugano, Switzerland, 29-31 July 2003 - A.E. Rizzoli, N. Casagrande, A.V. Donati, L.M. Gambardella, C. Lepori, R. Montemanni, P.
Pina and M. Zaffalon

Planning and optimisation of vehicle routes for fuel oil distribution

Proceedings of MODSIM 2003 – Integrative Modelling of Biophysical, Social and Economic Systems for Resource Management Solutions February, volume 4 pages 2024-2029, Townsville, Australia, 11-17 July 2003 - R. Montemanni, L.M. Gambardella, A.E. Rizzoli and A.V. Donati

A new algorithm for a Dynamic Vehicle Routing Problem based on Ant Colony System

Proceedings of ODYSSEUS 2003, Palermo, Italy, 27-30 May 2003 - V. Maniezzo, A. Carbonaro, and R. Montemanni

An approach to frequency assignment problem based on an ANTS heuristic

Proceedings of MIC 1999 – The 3rd Metaheuristic International Conference, pages 311-316, Angra dos Reis, Brazil, July 1999

- R. Montemanni

Upper and lower bounds for the fixed spectrum frequency assignment problem

PhD thesis, University of Glamorgan, November 2001 - R. Montemanni

Optimization techniques in radio frequency assignment

Transfer Report from Mphil-PhD to PhD registration, University of Glamorgan, April 2000 - R. Montemanni

Algoritmi Esatti ed Euristici per il Problema dell’Assegnamento di Frequenze

Tesi di Laurea, Alma Matern Studiorum, University of Bologna, March 1999 (in Italian)

- R. Montemanni and L.M. Gambardella

Robust shortest path problems with uncertain costs

Technical Report IDSIA-03-08, Dalle Molle Institute for Artificial Intelligence, April 2008 - R. Montemanni and D.H. Smith

Heuristic construction of constant weight binary codes

Technical Report IDSIA-12-07, Dalle Molle Institute for Artificial Intelligence, December 2007 - R. Montemanni, J. Barta and L.M. Gambardella

Heuristic and preprocessing techniques for the robust traveling salesman problem with interval data

Technical Report IDSIA-01-06, Dalle Molle Institute for Artificial Intelligence, January 2006 - R. Montemanni, J. Barta and L.M. Gambardella

The robust traveling salesman problem with interval data

Technical Report IDSIA-20-05, Dalle Molle Institute for Artificial Intelligence, November 2005 - A.E. Rizzoli, F. Oliverio, R. Montemanni and L.M. Gambardella

Ant Colony Optimisation for vehicle routing problems: from theory to applications

Technical Report IDSIA-15-04, Dalle Molle Institute for Artificial Intelligence, September 2004 - R. Montemanni and L.M. Gambardella

An exact algorithm for the min-power symmetric connectivity problem in wireless networks

Technical Report IDSIA-23-03, Dalle Molle Institute for Artificial Intelligence, December 2003 - A.V. Donati, L.M. Gambardella, A.E. Rizzoli, N. Casagrande and R. Montemanni

Time Dependent Vehicle Routing Problem with an Ant Colony System

Technical Report IDSIA-02-03, Istituto Dalle Molle di Studi sull’Intelligenza Artficiale, November 2002 - R. Montemanni, L.M. Gambardella, A.E. Rizzoli and A.V. Donati

A new algorithm for a Dynamic Vehicle Routing Problem based on Ant Colony System

Technical Report IDSIA-05-02, Dalle Molle Institute for Artificial Intelligence, November 2002 - R. Montemanni and L.M. Gambardella

An algorithm for the relative robust shortest path problem with interval data

Technical Report IDSIA-05-02, Dalle Molle Institute for Artificial Intelligence, February 2002 - R. Montemanni and D.H. Smith

A tabu search algorithm with a dynamic tabu list for the frequency assignment problem

Technical Report UG-01-01, University of Glamorgan, November 2001 - V. Maniezzo and R. Montemanni

An exact algorithm for the min-interference frequency assignment problem

Technical Report WP-CO0003, Alma Mater Studiorum, University of Bologna, 2000