Bibliography

Major publications by the team in recent years

• 1J.-C. Boisson, L. Jourdan, E.-G. Talbi.
  Metaheuristics based de novo protein sequencing: A new approach, in: Applied Soft Computing, 2011, vol. 11, n^o 2, pp. 2271-2278.
• 2C. Dhaenens, J. Lemesre, E.-G. Talbi.
  K-PPM: A new exact method to solve multi-objective combinatorial optimization problems, in: European Journal of Operational Research, 2010, vol. 200, n^o 1, pp. 45-53.
• 3J. Figueira, A. Liefooghe, E.-G. Talbi, A. P. Wierzbicki.
  A parallel multiple reference point approach for multi-objective optimization, in: European Journal of Operational Research, 2010, vol. 205, n^o 2, pp. 390 - 400.
• 4N. Jozefowiez, F. Semet, E.-G. Talbi.
  Target Aiming Pareto Search and its application to the vehicle routing problem with route balancing, in: Journal of Heuristics, 2007, vol. 13, pp. 455-469.
• 5A. Khanafer, F. Clautiaux, E.-G. Talbi.
  New lower bounds for bin packing problems with conflicts, in: European Journal of Operational Research, 2010, vol. 2, n^o 206.
• 6A. Liefooghe, L. Jourdan, E.-G. Talbi.
  A software framework based on a conceptual unified model for evolutionary multiobjective optimization: ParadisEO-MOEO, in: European Journal of Operational Research, 2010.
• 7A. Liefooghe, L. Paquete, J. Figueira.
  On local search for bi-objective knapsack problems, in: Evolutionary Computation, 2013, vol. 21, n^o 1, pp. 179-196. [ DOI : 10.1162/EVCO_a_00074 ]
  http://hal.inria.fr/hal-00676625
• 8T. V. Luong, N. Melab, E.-G. Talbi.
  GPU Computing for Parallel Local Search Metaheuristics, in: IEEE Transactions on Computers, 2013, vol. 62, n^o 1, pp. 173-185.
  http://hal.inria.fr/inria-00638805
• 9M.-E. Marmion, L. Jourdan, C. Dhaenens.
  Fitness Landscape Analysis and Metaheuristics Efficiency, in: Journal of Mathematical Modelling and Algorithms in Operations Research, 2013, vol. 12, n^o 1, pp. 3-26. [ DOI : 10.1007/s10852-012-9177-5 ]
  http://hal.inria.fr/hal-00807352
• 10E.-G. Talbi.
  Metaheuristics: From Design to Implementation, Wiley, 2009.

Publications of the year

Articles in International Peer-Reviewed Journals

• 11A. Bendjoudi, N. Melab, E.-G. Talbi.
  FTH-B&B: A Fault-Tolerant HierarchicalBranch and Bound for Large ScaleUnreliable Environments, in: IEEE Transactions on Computers, September 2014, vol. 63, n^o 09, pp. 2302 - 2315. [ DOI : 10.1109/TC.2013.40 ]
  https://hal.inria.fr/hal-01107787
• 12I.-C. Bilegan, L. Brotcorne, D. Feillet, Y. Hayel.
  Revenue management for rail container transportation, in: EURO Journal on Transportation and Logistics, 2014, forthcoming.
  http://hal-emse.ccsd.cnrs.fr/emse-01092226
• 13I. Chakroun, N. Melab.
  Towards a heterogeneous and adaptive parallel Branch-and-Bound algorithm, in: Journal of Computer and System Sciences (JCSS), 2015, vol. 81, n^o 1, 13 p.
  https://hal.inria.fr/hal-01095425
• 14F. Clautiaux, M. Dell Amico, M. Iori, A. Khanafer.
  Lower and Upper Bounds for the Bin Packing Problem with Fragile Objects, in: Discrete Applied Mathematics, 2014, vol. 163, n^o 1, pp. 73-86.
  https://hal.archives-ouvertes.fr/hal-00689038
• 15N. Dahmani, F. Clautiaux, S. Krichen, E.-G. Talbi.
  Self-adaptive metaheuristics for solving a multi-objective 2-dimensional vector packing problem, in: Applied Soft Computing, 2014, vol. 16, pp. 124-136. [ DOI : 10.1016/j.asoc.2013.12.006 ]
  https://hal.inria.fr/hal-01107680
• 16B. Derbel, J. Humeau, A. Liefooghe, S. Verel.
  Distributed Localized Bi-objective Search, in: European Journal of Operational Research, August 2014, vol. 239, pp. 731-743. [ DOI : 10.1016/j.ejor.2014.05.040 ]
  https://hal.archives-ouvertes.fr/hal-01002520
• 17Y. Hayel, D. Quadri, T. Jimenez, L. Brotcorne.
  Decentralized optimization of last-mile delivery services with non-cooperative bounded rational customers, in: Annals of Operations Research, June 2014. [ DOI : 10.1007/s10479-014-1647-x ]
  https://hal.inria.fr/hal-01053487
• 18S. Iturriaga, S. Nesmachnow, P. Ruiz, P. Bouvry, D. Bernabe.
  AEDB Protocol Tuning with a Fast Efficient Parallel Multi-Objective Local Search, in: International Journal of Ad Hoc and Ubiquitous Computing, January 2015.
  https://hal.inria.fr/hal-00931308
• 19Y. Kessaci, N. Melab, E.-G. Talbi.
  A multi-start local search heuristic for an energy efficient VMs assignment on top of the OpenNebula cloud manager, in: Future Generation Computer Systems, July 2014, vol. 36, pp. 237–256. [ DOI : 10.1016/j.future.2013.07.007 ]
  https://hal.inria.fr/hal-01107763
• 20A. Liefooghe, S. Verel, J.-K. Hao.
  A hybrid metaheuristic for multiobjective unconstrained binary quadratic programming, in: Applied Soft Computing, 2014, vol. 16, pp. 10-19. [ DOI : 10.1016/j.asoc.2013.11.008 ]
  https://hal.archives-ouvertes.fr/hal-00801793
• 21G. Mateusz, J. E. Pecero-Sanchez, D. Bernabe, P. Bouvry.
  Multi-objective evolutionary algorithms for energy-aware scheduling on distributed computing systems, in: Applied Soft Computing, July 2014, vol. 24, pp. 432-446.
  https://hal.inria.fr/hal-01056192
• 22N. Melab, I. Chakroun, A. Bendjoudi.
  Graphics processing unit-accelerated bounding for branch-and-bound applied to a permutation problem using data access optimization, in: Journal of Concurrency and Computation: Practice and Experience, 2014, vol. 26, n^o 16, 17 p. [ DOI : 10.1002/cpe.3155 ]
  https://hal.inria.fr/hal-01095244
• 23M. Mezmaz, M. Mehdi, P. Bouvry, N. Melab, E.-G. Talbi, D. Tuyttens.
  Solving the three dimensional quadratic assignment problem on a computational grid, in: Journal of Cluster Computing, 2014, vol. 17, n^o 2, 13 p. [ DOI : 10.1007/s10586-013-0313-4 ]
  https://hal.inria.fr/hal-01095464
• 24J. Schleich, G. Danoy, D. Bernabe, P. Bouvry.
  Optimising small-world properties in VANETs: Centralised and distributed overlay approaches, in: Applied Soft Computing, May 2014, vol. 21, pp. 637-646.
  https://hal.inria.fr/hal-00997510

International Conferences with Proceedings

• 25H. Aguirre, A. Liefooghe, S. Verel, K. Tanaka.
  An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization, in: Parallel Problem Solving from Nature - PPSN XIII, Ljubljana, Slovenia, T. Bartz-Beielstein, J. Branke, B. Filipič, J. Smith (editors), Lecture Notes in Computer Science, Springer International Publishing, September 2014, vol. 8672, pp. 487-497.
  https://hal.archives-ouvertes.fr/hal-01066206
• 26O. Bahri, N. Ben Amor, E.-G. Talbi.
  Optimization algorithms for multi-objective problems with fuzzy data, in: IEEE SSCI'2014 Symposium Series on Computational Intelligence, Orlando, United States, December 2014, pp. 194 - 201. [ DOI : 10.1109/MCDM.2014.7007207 ]
  https://hal.inria.fr/hal-01107767
• 27D. Brockhoff, Y. Hamadi, S. Kaci.
  Using Comparative Preference Statements in Hypervolume-Based Interactive Multiobjective Optimization, in: LION: Learning and Intelligent Optimization, Gainesville, FL, United States, Learning and Intelligent Optimization, Springer, February 2014, vol. LNCS, pp. 121-136. [ DOI : 10.1007/978-3-319-09584-4_13 ]
  https://hal.inria.fr/hal-00935231
• 28B. Derbel, D. Brockhoff, A. Liefooghe, S. Verel.
  On the Impact of Multiobjective Scalarizing Functions, in: Parallel Problem Solving from Nature - PPSN XIII, Ljubljana, Slovenia, T. Bartz-Beielstein, J. Branke, B. Filipič, J. Smith (editors), Lecture Notes in Computer Science, Springer International Publishing, September 2014, vol. 8672, pp. 548-557.
  https://hal.archives-ouvertes.fr/hal-01066139
• 29M. Drozdik, K. Tanaka, H. Aguirre, S. Verel, A. Liefooghe, B. Derbel.
  An Analysis of Differential Evolution Parameters on Rotated Bi-objective Optimization Functions, in: The Tenth International Conference on Simulated Evolution And Learning (SEAL 2014), Dunedin, New Zealand, Springer, December 2014, pp. 1 - 12.
  https://hal.archives-ouvertes.fr/hal-01066221
• 30Y. Hayel, L. Brotcorne, B. Tounsi, D. Quadri, T. Jimenez.
  Solution d'un modèle de Logit imbriqué pour un problème de distribution des colis dans le cadre du e-commerce, in: ROADEF - 15ème congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision, Bordeaux, France, Société française de recherche opérationnelle et d'aide à la décision, February 2014.
  https://hal.archives-ouvertes.fr/hal-00946415
• 31R. Leroy, M. Mezmaz, N. Melab, D. Tuyttens.
  Work Stealing Strategies For Multi-Core Parallel Branch-and-Bound Algorithm Using Factorial Number System, in: ACM PPOPP/PMAM-2014, Orlando, Florioda, France, February 2014.
  https://hal.inria.fr/hal-01095213
• 32A. Liefooghe, S. Verel, F. Daolio, H. Aguirre, K. Tanaka.
  A feature-based performance analysis in evolutionary multiobjective optimization, in: 8th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2015), Guimarães, Portugal, Lecture Notes in Computer Science, 2015, forthcoming.
  https://hal.archives-ouvertes.fr/hal-01093266
• 33A. Liefooghe, S. Verel, L. Paquete, J.-K. Hao.
  Experiments on local search for bi-objective unconstrained binary quadratic programming, in: 8th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2015), Guimarães, Portugal, Lecture Notes in Computer Science, 2015, forthcoming.
  https://hal.archives-ouvertes.fr/hal-01093261
• 34M. López-Ibáñez, A. Liefooghe, S. Verel.
  Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives, in: Parallel Problem Solving from Nature - PPSN XIII, Ljubljana, Slovenia, T. Bartz-Beielstein, J. Branke, B. Filipič, J. Smith (editors), Lecture Notes in Computer Science, Springer International Publishing, September 2014, vol. 8672, pp. 621-630. [ DOI : 10.1007/978-3-319-10762-2_61 ]
  https://hal.archives-ouvertes.fr/hal-01066123
• 35M. López-Ibáñez, F. Mascia, M.-E. Marmion, T. Stützle.
  A Template for Designing Single-Solution Hybrid Metaheuristics, in: Genetic and evolutionary computation companion, GECCO Comp'14, Vancouver, Canada, C. Igel (editor), ACM, 2014.
  https://hal.inria.fr/hal-01094686
• 36G. Marquet, B. Derbel, A. Liefooghe, E.-G. Talbi.
  Shake them all! Rethinking Selection and Replacement in MOEA/D, in: Parallel Problem Solving from Nature (PPSN), Ljubljana, Slovenia, LNCS, September 2014.
  https://hal.inria.fr/hal-00987800
• 37F. Mascia, M. López-Ibáñez, J. Dubois-Lacoste, M.-E. Marmion, T. Stützle.
  Algorithm comparison by automatically configurable stochastic local search frameworks: a case study using flow-shop scheduling problems, in: Hybrid Metaheuristics 9th International Workshop (HM 2014), Hamburg, Germany, M. J. Blesa, C. Blum, S. Voß (editors), Lecture Notes in Computer Science, Springer International Publishing, 2014, vol. 8457, 15 p.
  https://hal.inria.fr/hal-01094683
• 38M. Mezmaz, R. Leroy, N. Melab, D. Tuyttens.
  A Multi-Core Parallel Branch-and-Bound Algorithm Using Factorial Number System, in: IPDPS 2014 : 28th IEEE International Parallel & Distributed Processing Symposium, Phoenix (Arizona), United States, IEEE, May 2014.
  https://hal.inria.fr/hal-00934841
• 39K. Seridi, L. Jourdan, E.-G. Talbi.
  Multi-objective path relinking for bi-clustering: Application to microarray data, in: EMO 2013 : 7th Int. Conf. On Evolutionary Multi-criterion Optimization, Sheffield, United Kingdom, March 2014, pp. 200-214. [ DOI : 10.1007/978-3-642-37140-0_18 ]
  https://hal.inria.fr/hal-01107757
• 40T.-D. Tran, I. González-Rodríguez, E.-G. Talbi.
  A Multiobjective Memetic Approach to Job-Shop Scheduling under Uncertainty, in: The 5th International Conference on Metaheuristics and Nature Inspired Computing (META'14), Marrakech, Morocco, October 2014.
  https://hal.inria.fr/hal-01110315
• 41T.-T. Vu, B. Derbel.
  Link-Heterogeneous Work Stealing, in: IEEE/ACM CCGrid 2014: 14th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, Chicago, United States, May 2014.
  https://hal.inria.fr/hal-00938835

Conferences without Proceedings

• 42M. Bué, F. Clautiaux, L. Brotcorne.
  Conception d'un système de rangement à deux niveaux, in: ROADEF - 15ème congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision, Bordeaux, France, Société française de recherche opérationnelle et d'aide à la décision, February 2014.
  https://hal.archives-ouvertes.fr/hal-00946388
• 43M. Gerard, F. Clautiaux.
  planification hebdomadaire sur plusieurs sites d'un personnel hétérogène et poly-compétent sous contraintes multiples, in: ROADEF - 15ème congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision, Bordeaux, France, Société française de recherche opérationnelle et d'aide à la décision, February 2014.
  https://hal.archives-ouvertes.fr/hal-00946320
• 44S. Jacquin, L. Jourdan, E.-G. Talbi.
  Dynamic Programming Based Metaheuristic for Energy Planning Problems, in: evo*, Granada, Spain, April 2014, pp. 165–176.
  https://hal.archives-ouvertes.fr/hal-01096029
• 45S. Jacquin, L. Jourdan, E.-G. Talbi.
  Dynamic Programming Based Metaheuristic for the Unit Commitment Problem, in: META, Marrakech, Morocco, October 2014.
  https://hal.inria.fr/hal-01110444
• 46S. Jacquin, L. Jourdan, E.-G. Talbi.
  Une metaheuristique basée sur la programmation dynamique pour l'UCP, in: ROADEF - 15ème congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision, Bordeaux, France, Société française de recherche opérationnelle et d'aide à la décision, February 2014.
  https://hal.archives-ouvertes.fr/hal-00946437
• 47S. Jacquin, L. Jourdan, E.-G. Talbi.
  DYNAMOP Applied to the Unit Commitment Problem, in: LION, Lille, France, January 2015.
  https://hal.inria.fr/hal-01110448
• 48S. Jacquin, L. Mousin, I. Machado, E.-G. Talbi, L. Jourdan.
  A Comparison of Decoding Strategies for the 0/1 Multi-objective Unit Commitment Problem, in: EMO, Guimaraes, Portugal, March 2015.
  https://hal.archives-ouvertes.fr/hal-01110753
• 49B. Tounsi, L. Brotcorne.
  Modélisation et résolution d'un problème de gestion d'entrepôt avec prise en compte du transport, in: ROADEF - 15ème congrès annuel de la Société française de recherche opérationnelle et d’aide à la décision, Bordeaux, France, Société française de recherche opérationnelle et d'aide à la décision, February 2014.
  https://hal.inria.fr/hal-01096374
• 50B. Tounsi, Y. Hayel, D. Quadri, L. Brotcorne, T. Jimenez.
  Sensitivity analysis of stochastic user equilibrium and its application to delivery services pricing, in: The 5th International Conference on Metaheuristics and Nature Inspired Computing, Marrakech, Morocco, October 2014.
  https://hal.inria.fr/hal-01096380

Internal Reports

• 51B. Derbel, D. Brockhoff, A. Liefooghe, S. Verel.
  On the Impact of Scalarizing Functions on Evolutionary Multiobjective Optimization, March 2014, n^o RR-8512.
  https://hal.inria.fr/hal-00968145
• 52T.-T. Vu, B. Derbel.
  Parallel Branch-and-Bound in Multi-core Multi-CPU Multi-GPU Heterogeneous Environments, September 2014, 25 p.
  https://hal.inria.fr/hal-01067662

References in notes

• 53C. A. Coello Coello, D. A. Van Veldhuizen, G. B. Lamont (editors)
  Evolutionary algorithms for solving multi-objective problems, Kluwer Academic Press, 2002.
• 54H. Aguirre, K. Tanaka.
  Working principles, behavior, and performance of MOEAs on MNK-landscapes, in: European Journal of Operational Research, 2007, vol. 181, n^o 3, pp. 1670–1690.
• 55M. Basseur.
  Design of cooperative algorithms for multi-objective optimization: Application to the Flow-shop scheduling problem, University of Sciences and Technology of Lille, France, June 2005.
• 56C. Cotta, E.-G. Talbi, E. Alba.
  Parallel hybrid approaches, in: Parallel Metaheuristics, USA, J. Wiley and Sons, 2005, pp. 347–370.
• 57K. Deb.
  Multi-objective optimization using evolutionary algorithms, John Wiley and sons, 2001.
• 58D. E. Goldberg.
  Genetic Algorithms in Search, Optimization, and Machine Learning, Addison-Wesley, Reading, Massachusett, USA, 1989.
• 59S. A. Kauffman.
  The Origins of Order, Oxford University Press, 1993.
• 60G. Kochenberger, F. Glover, B. Alidaee, C. Rego.
  A unified modeling and solution framework for combinatorial optimization problems, in: OR Spectrum, 2004, vol. 26, n^o 2, pp. 237–250.
• 61A. J. Nebro, F. Luna, E.-G. Talbi, E. Alba.
  Parallel multi-objective optimization, in: Parallel Metaheuristics, USA, J. Wiley and Sons, 2005, pp. 371–394.
• 62E.-G. Talbi.
  A Taxonomy of Hybrid Metaheuristics, in: Journal of Heuristics, 2002, vol. 8, n^o 5, pp. 541–564.