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Marco Tomassini
Coordonnées
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Professeur honoraire
Professeurs honoraires HEC |
Liens
Publications
100 dernières publications
: Revue avec comité de lecture
2020
| Hu Ting, Tomassini Marco ; Banzhaf Wolfgang (2020). A network perspective on genotype-phenotype mapping in genetic programming. Genetic Programming and Evolvable Machines, 1-23. | |
Ochoa Gabriela, Chicano Francisco ; Tomassini Marco (2020). Global Landscape Structure and the Random MAX-SAT Phase Transition. PPSN 2020: Parallel Problem Solving from Nature – PPSN XVI , 12270, 125-138.  | |
| Tomassini Marco (2020). Random walks on local optima networks. IEEE Congress on Evolutionary Computation (CEC), Proceedings, 1-8. | |
| Tomassini Marco , Antonioni Alberto (2020). Public Goods Games on Coevolving Social Network Models. Frontiers in Physics, 8. | |
2019
| Baioletti Marco, Alfredo Milani, Santucci Valentino ; Tomassini Marco (2019). Search moves in the local optima networks of permutation spaces: the QAP case. The Genetic and Evolutionary Computation Conference, GECCO 2019. | |
| Hu Ting, Tomassini Marco ; Banzhaf Wolfgang (2019). Complex network analysis of a genetic programming phenotype network. Genetic Programming, EuroGp 2019, EvoStar 2019, 49-63. | |
| Tomassini Marco , Antonioni Alberto (2019). Computational Behavioral Models for Public Goods Games on Social Networks . Games, 10. | |
2018
| Antonioni A., Pereda M., Cronin K.A., Tomassini M. ; Sánchez A. (2018). Collaborative hierarchy maintains cooperation in asymmetric games. Scientific Reports, 8, 5375. | |
| Chopard B. , Tomassini M. (2018). Métaheuristiques: une introduction aux métaheuristiques pour l'optimisation. Presses Universitaires de Perpignan, Perpignan. | |
| Chopard B. , Tomassini M. (2018). Statistical Analysis of Search Spaces. An Introduction to Metaheuristics for Optimization (pp. 205-214). Springer International Publishing. | |
| Chopard B. , Tomassini M. (2018). Phase Transitions in Combinatorial Optimization Problems. An Introduction to Metaheuristics for Optimization (pp. 171-189). Springer International Publishing. | |
| Chopard B. , Tomassini M. (2018). Evolutionary Algorithms: Extensions. An Introduction to Metaheuristics for Optimization (pp. 139-169). Springer International Publishing. | |
| Chopard B. , Tomassini M. (2018). The Ant Colony Method. An Introduction to Metaheuristics for Optimization (pp. 81-96). Springer International Publishing. | |
| Chopard B. , Tomassini M. (2018). Particle Swarm Optimization. An Introduction to Metaheuristics for Optimization (pp. 97-102). Springer International Publishing. | |
| Chopard B. , Tomassini M. (2018). Search Space. An Introduction to Metaheuristics for Optimization (pp. 15-41). Springer International Publishing. | |
| Chopard B. , Tomassini M. (2018). Problems, Algorithms, and Computational Complexity. An Introduction to Metaheuristics for Optimization (pp. 1-14). Springer International Publishing. | |
| Chopard B. , Tomassini M. (2018). Evolutionary Algorithms: Foundations. An Introduction to Metaheuristics for Optimization (pp. 115-138). Springer International Publishing. | |
| Chopard B. , Tomassini M. (2018). Simulated Annealing. An Introduction to Metaheuristics for Optimization (pp. 59-79). Springer International Publishing. | |
| Chopard B. , Tomassini M. (2018). Performance and Limitations of Metaheuristics. An Introduction to Metaheuristics for Optimization (pp. 191-203). Springer International Publishing. | |
| Chopard B. , Tomassini M. (2018). Tabu Search. An Introduction to Metaheuristics for Optimization (pp. 43-57). Springer International Publishing. | |
| Chopard Bastien , Tomassini Marco (2018). An Introduction to Metaheuristics for Optimization. Springer. | |
| Lozano P., Antonioni A., Tomassini M. ; Sánchez A. (2018). Cooperation on dynamic networks within an uncertain reputation environment. Scientific Reports, 8, 9093. | |
| Verel S., Daolio F., Ochoa G. ; Tomassini M. (2018, Jan). Sampling Local Optima Networks of Large Combinatorial Search Spaces: The QAP Case. Parallel Problem Solving from Nature – PPSN XV, 11102 (pp. 257-268). Springer International Publishing. | |
2017
| Antonioni A. , Tomassini M. (2017). A growing social network model in geographical space. Journal of Statistical Mechanics: Theory and Experiment, 2017, 093403. | |
| Iotti B., Antonioni A., Bullock S., Darabos C., Tomassini M. ; Giacobini M. (2017). Infection dynamics on spatial small-world network models. Physical Review E, 96, NA. | |
| Ochoa G., Veerapen N., Daolio F. ; Tomassini M. (2017, Jan). Understanding phase transitions with local optima networks: number partitioning as a case study. Evolutionary computation in combinatorial optimazation, 10197 (pp. 233-248). Springer. | |
2016
| A. Antonioni , A. Sánchez ; M. Tomassini (2016). Cooperation survives and cheating pays in a dynamic network structure with unreliable reputation. Scientific Reports, 6, 27160. | |
| M. Tomassini (2016). Lévy flights in neutral fitness landscapes. Physica A, 448, 163-171. | |
2015
| A. Antonioni , S. Bullock , C. Darabos , M. Giacobini , B. N. Iotti , J. H. Moore ; M. Tomassini (2015, Jan). Contagion in Networks with Self-Organised Community Structure. Proceedings of the European Conference on Artificial Life 2015 (pp. 183-189). MIT Press. | |
| Antonioni A., Tomassini M. ; Sánchez A. (2015). Short-Range Mobility and the Evolution of Cooperation: An Experimental Study. Scientific Reports, 5, 10282. | |
| Buesser P., Tomassini M. (Dir.) (2015). Evolutionary Games on Weighted and Spatial Networks. Université de Lausanne, Faculté des hautes études commerciales. | |
| Louzada V. H. P., Daolio F., Herrmann H. J. ; Tomassini M. (2015). Generating robust and efficient networks under targeted attacks. Propagation Phenomena in Real World Networks (Vol. 85, pp. 215-224). Berlin: Springer International Publishing. | |
| M. Tomassini , A. Antonioni (2015). Lévy Flight and Cooperation Among Mobile Individuals. Journal of Theoretical Biology, 364, 154-161. | |
| V. H. P. Louzada , N. A. M. Araujo , T. Verma , F. Daolio , H. J. Herrmann ; M. Tomassini (2015). Critical cooperation range to improve spatial network robustness. PLOS ONE, 10, e0118635. | |
2014
| A. Antonioni , A. Sánchez ; M. Tomassini (2014). Global Information and Mobility Support Coordination Among Humans. Scientific Reports, 4, 6458. | |
| A. Antonioni , S. Bullock ; M. Tomassini (2014, Juil). REDS: An Energy-Constrained Spatial Social Network Model. ALIFE 2014 (pp. 368-375). | |
| A. Szolnoki , A. Antonioni , M. Tomassini ; M. Perc (2014). Binary Birth-Death Dynamics and the Expansion of Cooperation by means of Self-Organized Growth. EPL (Europhysics Letters), 105, 48001. | |
| Antonioni A., Cacault M. P., Lalive R. ; Tomassini M. (2014). Know Thy Neighbor : Costly Information Can Hurt Cooperation in Dynamic Networks. PLoS ONE, 9. | |
| Antonioni A., Tomassini M. ; Buesser P. (2014). Random Diffusion and Cooperation in Continuous Two-Dimensional Space. Journal of Theoretical Biology, 344, 40-48. | |
| Buesser P. , Tomassini M. (2014). The Role of Opportunistic Migration in Cyclic Games. PLOS ONE, 9, e98190. | |
| Daolio F., Tomassini M. (Dir.) (2014). Local optima networks of hard combinatorial landscapes. Université de Lausanne, Faculté des hautes études commerciales. | |
| Darabos C., Giacobini M., Moore J. H. ; Tomassini M. (2014). Models of Gene regulation: Integrating modern knowledge into the Random Boolean network framework. Evolution, Complexity, and Artificial Life (pp. 43-57). Springer, Berlin, DE. | |
| Iclanzan D., Daolio F. ; Tomassini M. (2014, Juil). Data-Driven Local Optima Network Characterization of QAPLIB Instances. Genetic and Evolutionary Computation Conference GECCO 2014 (pp. 453-460). ACM. | |
| Iclanzan D., Daolio F. ; Tomassini M. (2014, Jan). Learning Inherent Networks from Stochastic Search Methods. EvoCOP 2014. The 14th European Conference on Evolutionary Computation in Combinatorial Optimisation, 8600 (pp. 157-169). Springer. | |
| L. Ferreri , M. Ivaldi , F. Daolio , M. Giacobini , A. Rainoldi ; M. Tomassini (2014). Sport, how people chose it: A network analysis approach. European Journal of Sport Science. | |
| Ochoa G., Verel S., Daolio F. ; Tomassini M. (2014). Local Optima Networks: A New Model of Combinatorial Fitness Landscapes. Recent Advances in the Theory and Application of Fitness Landscapes (Vol. 6, pp. 233-262). Springer Berlin Heidelberg. | |
2013
| (2013). Adaptive and Natural Computing Algorithms. 11th International Conference, ICANNGA 2013, Lausanne, Switzerland, April 4-6, 2013, Proceedings (7824). Springer Berlin Heidelberg. | |
| A. Antonioni , M. Egloff ; M. Tomassini (2013, Sep). An Energy-Based Model for Spatial Social Networks. Advances in Artificial Life, ECAL 2013 (pp. 226-231). | |
| Antonioni A., Cacault M. P., Lalive R. ; Tomassini M. (2013). Coordination on Networks: Does Topology Matter?. PLOS ONE, 8, e55033. | |
| Buesser P. , Tomassini M. (2013, Jan). Spatial Organisation of Cooperation with Contingent Agent Migration. Advances in Artificial Life, ECAL 2013 (pp. 192-199). MIT Press. | |
| Daolio F., Verel S., Ochoa G. ; Tomassini M. (2013, Oct). Local Optima Networks of the Permutation flow-shop Problem. Artificial Evolution 2013 (Evolution Artificielle 2013). 11th Biennal International Conference on Artificial Evolution. Proceedings (pp. 200-211). | |
| Darabos C., Mackenzie C.O., Tomassini M., Giacobini M. ; Moore J.H. (2013, Jan). Cellular Automata Coevolution of Update Functions and Topologies: A Tradeoff between Accuracy and Speed. Advances in Artificial Life, ECAL 2013 (pp. 340-347). MIT Press. | |
| Heemskerk Eelke M., Daolio Fabio ; Tomassini Marco (2013). The Community Structure of the European Network of Interlocking Directorates 2005-2010. PLoS ONE, 8, e68581. | |
| Louzada V.H.P., Daolio F., Herrmann H.J. ; Tomassini M. (2013). Smart rewiring for network robustness. Journal of Complex Networks, 1, 150-159. | |
| P. Buesser , M. Tomassini ; A. Antonioni (2013). Opportunistic Migration in Spatial Evolutionary Games. Physical Review E, 88, 042806. | |
| Tomassini M. , Daolio F. (2013). A Complex-Networks View of Hard Combinatorial Search Space. EVOLVE- A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation (Vol. 447, pp. 223-245). Springer-Verlag Berlin Heidelberg. | |
2012
| A. Antonioni , M. Tomassini (2012). Cooperation on Social Networks and Its Robustness. Advances in Complex Systems, 15, 1250046. | |
| A. Antonioni , M. Tomassini (2012). Degree Correlations in Random Geometric Graphs. Physical Review E, 86, 037101. | |
| Buesser P. , Tomassini M. (2012). Evolution of cooperation on spatially embedded networks. Physical Review E, 86, 066107. | |
| Buesser P. , Tomassini M. (2012). Supercooperation in Evolutionary Games on Correlated Weighted Networks. Physical Review E, 85, 016107. | |
| Chicano F. , Daolio F. , Ochoa G. , Verel S. , Tomassini M. ; Alba E. (2012, Jan). Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance. Parallel Problem Solving from Nature - PPSN XII, 7492 (pp. 337-347). Springer. | |
| Daolio F. , Verel S. , Ochoa G. ; Tomassini M. (2012, Jan). Local Optima Networks and the Performance of Iterated Local Search. Proceedings of the 2012 Genetic and Evolutionary Computation Conference, GECCO'12 (pp. 369-376). ACM. | |
| Louzada V.H.P., Daolio F., Herrmann H.J. ; Tomassini M. (2012). Generating Robust and Efficient Networks Under Targeted Attacks. ArXiv e-prints arXiv:1207.1291. | |
| Vanneschi L., Pirola Y., Mauri G., Tomassini M., Collard P. ; S. Vérel (2012). A study of neutrality of Boolean function landscapes in genetic programming. Theoretical Computer Science, 425, 34-57. | |
| Verel S., Daolio F., Ochoa G. ; Tomassini M. (2012, Jan). Local Optima Networks with Escape Edges. Artificial Evolution. 10th International Conference, EA 2011. Revised Selected Papers (pp. 49-60). Springer-Verlag. | |
2011
| A. Antonioni , M. Tomassini (2011). Network Fluctuations Hinder Cooperation in Evolutionary Games. PLoS ONE, 6, e25555. | |
| BARRETO SANZ M. A., Tomassini M. , Perez-Uribe A. (Dir.) (2011). BIO-INSPIRED COMPUTATIONAL TECHNIQUES APPLIED TO THE CLUSTERING AND VISUALIZATION OF SPATIO-TEMPORAL GEOSPATIAL DATA. Université de Lausanne, Faculté des hautes études commerciales. | |
| Buesser P., Daolio F. ; Tomassini M. (2011, Jan). Optimizing the Robustness of Scale-Free Networks with Simulated Annealing. Adaptive and Natural Computing Algorithms (10th ICANNGA, 2011), 6594 (pp. 167-176). Springer Berlin/Heidelberg. | |
| Buesser P., Peña J., Pestelacci E. ; Tomassini M. (2011). The influence of tie strength on evolutionary games on networks: An empirical investigation. Physica A, 390, 4502-4513. | |
| Daolio F., Tomassini M. ; Bitkov K. (2011). The Swiss board directors network in 2009. The European Physical Journal B, 82, 349-359. | |
| Daolio F., Tomassini M. ; Bitkov K. (2011). The Swiss board directors network in 2009. The European Physical Journal B - Condensed Matter and Complex Systems, 82, 349-359. | |
| Darabos C., Di Cunto F., Tomassini M., Moore J.H., Provero M. ; Giacobini M. (2011, Jan). Validating a Thereshold-Based Boolean Model of Regulatory Networkson a Biological Organism. EvoBIO 2011, 6623 (pp. 59-68). Springer, Berlin. | |
| Darabos C., Di Cunto F., Tomassini M., Moore J.H., Provero P. ; Giacobini M. (2011). Additive functions in boolean models of gene regulatory network modules. Plos One, 6, e25110. | |
| Darabos C., Tomassini M., Di Cunto F., Provero P., Moore J.H. ; Giacobini M. (2011). Toward Robust network Based Computational Systems: From Evolutionary Cellular Automata to Biological Models. Intelligenza Artificiale, 5, 37-47. | |
| E. Pestelacci , M. Tomassini ; A. Antonioni (2011, Août). Coordination Games on Small-Worlds: Artificial Agents Vs. Experiments. Advances in Artificial Life, ECAL 2011 (pp. 654-661). | |
| Fabio Daolio, Marco Tomassini, Sébastien Vérel ; Gabriela Ochoa (2011). Communities of Minima in Local Optima Networks of Combinatorial Spaces. Physica A: Statistical Mechanics and its Applications, 390, 1684-1694. | |
| Ochoa G., Verel S., Daolio F. ; Tomassini M. (2011, Fév). Clustering of Local Optima in Combinatorial Fitness Landscapes. LNCS Learning and Intelligent OptimizatioN Conference (LION 5), 6683 (pp. 454-458). Springer. | |
| Peña J., Pestelacci E., Berchtold A. ; Tomassini M. (2011). Participation costs can suppress the evolution of upstream reciprocity. Journal of Theoretical Biology, 273, 197-206. | |
| Peña J., Pestelacci E., Berchtold A. ; Tomassini M. (2011). Participation costs can suppress the evolution of upstream reciprocity in structured populations. Journal of Theoretical Biology, 273, 197-206. | |
| Tomassini M. (2011). Cellular Automata. Encyclopedia of Astrobiology (pp. 275-278). Springer, Berlin. | |
| Tomassini M., Ochoa G. ; Vérel S. (2011). Local Optima Networks of NK Landscapes with Neutrality. IEEE Transactions on Evolutionary Computation, 15, 783-797. | |
| Verel Sébastien, Daolio Fabio, Ochoa Gabriela ; Tomassini Marco (2011, Jan). Local Optima Networks with Escape Edges. Artificial Evolution 2011 (Evolution Artificielle 2011) 10th Biennal International Conference on Artificial Evolution Proceedings (pp. 95-106). | |
| Yazdani N., Herrmann H., Daolio F. ; Tomassini M. (2011, Jan). GA Optimization of Networks Against Malicious Attacks. Artificial Evolution 2011 (Evolution Artificielle 2011) 10th Biennal International Conference on Artificial Evolution (pp. 365-374). | |
2010
| Daolio F., Vérel S., Ochoa G. ; Tomassini M. (2010, Jan). Local Optima Networks of the Quadratic Assignment Problem. WCCI 2010 IEEE World Congress on Computational Intelligence (pp. 3145-3152). IEEE Press. | |
| Darabos C., Tomassini M. (Dir.) (2010). Towards robust network based complex systems : from evolutionary cellular automata to biological models. Université de Lausanne, Faculté des hautes études commerciales. | |
| Darabos C., Giacobini M. ; Tomassini M. (2010). Generalized Boolean networks: how spatial and temporal choices influence their dynamics. Handbook of of Research on Computational Methodologies in Gene Regulatory Networks (pp. 429-449). IGI Global, Hershey, PA 17033, USA. | |
| Garas A., Argirakis P., Rozenblat C., Tomassini M. ; Havlin S. (2010). Worldwide Spreading of Economic Crisis. New Journal of Physics, 12, 113043. | |
| Garbinato B., Rochat D., Tomassini M. ; Vessaz F. (2010). Injecting Power-Awareness into Epidemic Information Dissemination in Sensor Networks. Future Generation Computer Systems, 26, 868-876. | |
| Ochoa G., Vérel S. ; Tomassini M. (2010, Jan). First-improvement vs. Best-improvement Local Optima Networks of NK landscapes. Proceedings of Parallel Problem Solving from Nature 2010, 6238 (pp. 104-113). Springer. | |
| Pestelacci E., Tomassini M. (Dir.) (2010). Emergence of Cooperation on Static and Dynamic Networks. Université de Lausanne, Faculté des hautes études commerciales. | |
| Pestelacci E. , Tomassini M. (2010, Jan). Evolution of Conventions and Social polarization in Dynamical Complex Networks. Parallel Problem Solving from Nature 2010, 6239 (pp. 512-522). Springer. | |
| Satizabal H., Tomassini M. (Dir.) (2010). Using biological inspiration to perform incremental modelling tasks. Université de Lausanne, Faculté des hautes études commerciales. | |
| Tomassini M. (2010). Cellular Evolutionary Algorithms. Simulating Complex Systems by Cellular Automata (Vol. XXI, pp. 167-191). Springer, Berlin, Heidelberg, New York. | |
| Tomassini Marco , Pestelacci Enea (2010). Evolution of Coordination in Social Networks: A Numerical Study. International Journal Of Modern Physics C, 21, 1277-1296. | |
| Tomassini Marco , Pestelacci Enea (2010). Coordination Games on Dynamical Networks. Games, 1, 242–261. | |
| Tomassini Marco, Pestelacci Enea ; Luthi Leslie (2010). Mutual trust and cooperation in the evolutionary hawks-doves game. BioSystems, 99, 50-59. | |
| Tomassini Marco , Vanneschi Leonardo (2010). Guest editorial: special issue on parallel and distributed evolutionary algorithms, part two. Genetic Programming and Evolvable Machines, 11, 129-130. | |
2009
| Barreto M., Pérez-Uribe A., Peña-Reyes C.A. ; Tomassini M. (2009). Tuning parameters in the fuzzy growing hierarchical self-organizing network. Studies in Computational Intelligence Series (Vol. 258, pp. 261-279). Springer, Berlin / Heidelberg. | |
| Darabos C., Tomassini M. ; Giacobini M. (2009). Dynamics of Unperturbed and Noisy Generalized Boolean Networks. Journal of Theoretical Biology, 260, 531-544. | |
| Garbinato B., Rochat D. ; Tomassini M. (2009, Jan). Power-Efficient Epidemic Information Dissemination in Sensor Networks. Proceedings of Workshop on Bio-Inspired Algorithms for Distributed Systems, BADS 09 (pp. 69-76). ACM. | |
