![[logo_unil.png]](https://www.hec.unil.ch/medias/plone/lg14/logo_unil.png){kind=logo}
Marco Tomassini
Contact
|
Professor Emeritus
Department of Information Systems |
Links
Publications
100 last publications ordered by:
publication type
-
year
: Peer Reviewed
Articles
 | Hu Ting, Tomassini Marco ; Banzhaf Wolfgang (2020). A network perspective on genotype-phenotype mapping in genetic programming. Genetic Programming and Evolvable Machines, 1-23. |
| 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. |
| Antonioni A., Pereda M., Cronin K.A., Tomassini M. ; Sánchez A. (2018). Collaborative hierarchy maintains cooperation in asymmetric games. Scientific Reports, 8, 5375. |
| Lozano P., Antonioni A., Tomassini M. ; Sánchez A. (2018). Cooperation on dynamic networks within an uncertain reputation environment. Scientific Reports, 8, 9093. |
| 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. |
| 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. |
| Antonioni A., Tomassini M. ; Sánchez A. (2015). Short-Range Mobility and the Evolution of Cooperation: An Experimental Study. Scientific Reports, 5, 10282. |
| 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. |
| A. Antonioni , A. Sánchez ; M. Tomassini (2014). Global Information and Mobility Support Coordination Among Humans. Scientific Reports, 4, 6458. |
| 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. |
| 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. |
| Antonioni A., Cacault M. P., Lalive R. ; Tomassini M. (2013). Coordination on Networks: Does Topology Matter?. PLOS ONE, 8, e55033. |
| 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. |
| A. Antonioni , M. Tomassini (2012). Degree Correlations in Random Geometric Graphs. Physical Review E, 86, 037101. |
| A. Antonioni , M. Tomassini (2012). Cooperation on Social Networks and Its Robustness. Advances in Complex Systems, 15, 1250046. |
| Buesser P. , Tomassini M. (2012). Supercooperation in Evolutionary Games on Correlated Weighted Networks. Physical Review E, 85, 016107. |
| Buesser P. , Tomassini M. (2012). Evolution of cooperation on spatially embedded networks. Physical Review E, 86, 066107. |
| 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. |
| A. Antonioni , M. Tomassini (2011). Network Fluctuations Hinder Cooperation in Evolutionary Games. PLoS ONE, 6, e25555. |
| 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 - Condensed Matter and Complex Systems, 82, 349-359. |
| Daolio F., Tomassini M. ; Bitkov K. (2011). The Swiss board directors network in 2009. The European Physical Journal B, 82, 349-359. |
| 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. |
| 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. |
| 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., Ochoa G. ; Vérel S. (2011). Local Optima Networks of NK Landscapes with Neutrality. IEEE Transactions on Evolutionary Computation, 15, 783-797. |
| 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. |
| 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. |
| Darabos C., Tomassini M. ; Giacobini M. (2009). Dynamics of Unperturbed and Noisy Generalized Boolean Networks. Journal of Theoretical Biology, 260, 531-544. |
| Luthi Leslie, Tomassini Marco ; Pestelacci Enea (2009). Evolutionary Games on Networks and Payoff Invariance under Replicator Dynamics. BioSystems, 96, 213-222. |
| Peña J., Volken H., Pestelacci E. ; Tomassini M. (2009). Conformity hinders the evolution of cooperation on scale-free networks. Physical Review E, 80, 016110-1 - 016110-11. |
| Tomassini Marco , Vanneschi Leonardo (2009). Introduction: special issue on parallel and distributed evolutionary algorithms, part I. Genetic Programming and Evolvable Machines, 10, 339-341. |
| Luthi L., Pestelacci E. ; Tomassini M. (2008). Cooperation and community structure in social networks. Physica A-statistical Mechanics and its Applications, 387, 955-966. |
| Pestelacci E., Tomassini M. ; Luthi L. (2008). Evolution of Cooperation and Coordination in a Dynamically Networked Society. Journal of Biological Theory, 3, 139-153. |
| Tomassini M. (2008). Games, Evolution, and Society. Rend. Se. Mat. Univ. Pol. Torino, 229-258. |
| Tomassini M., Vérel S. ; Ochoa G. (2008). Complex Networks Analysis of Combinatorial Spaces: the NK Landscape Case. Physical Review E, 78, 066114. |
| Darabos C., Giacobini M. ; Tomassini M. (2007). Performance and Robustness of Cellular Automata Computation on Irregular Networks. Advances in Complex Systems, 10, 85 - 110. |
| Tomassini M. , Luthi L. (2007). Empirical Analysis of the Evolution of a Scientific Collaboration Network. Physica A-statistical Mechanics And Its Applications, 385, 750 - 764. |
| Tomassini M., Luthi L., Giacobini M. ; Langdon W. B. (2007). The Structure of the Genetic Programming Collaboration Network. Genetic Programming and Evolvable Machines, 8, 97 - 103. |
| Tomassini M., Pestelacci E. ; Luthi L. (2007). Social dilemmas and cooperation in complex networks. International Journal of Modern Physics C, 18, 1173-1185. |
| Vérel S., Collard P., Tomassini M. ; Vanneschi L. (2007). Fitness landscape of the Cellular Automata Majority Problem: View from the Olympus. Theoretical Computer Science, 378, 54 - 77. |
| Tomassini M., Luthi L. ; Giacobini M. (2006). Hawks and doves on small-world networks. Physical Review E, 73, 106 - 132. |
| Tomassini Marco, Luthi Leslie, Giacobini Mario ; Langdon William B. (2006). The structure of the genetic programming collaboration network. Genetic Programming and Evolvable Machines, 8, 97-103. |
| Giacobini M., Tomassini M., Tettamanzi A. ; Alba E. (2005). Selection intensity in cellular evolutionary algorithms for regular lattices. IEEE Transactions on Evolutionary Computation, 9, 489 - 505. |
| Iglesias J., Eriksson J., Grize F., Tomassini M. ; Villa A. (2005). Dynamics of pruning in simulated large-scale spiking neural networks. Biosystems, 79, 11 - 20. |
| Tomassini M., Giacobin M. ; Darabos C. (2005). Evolution and dynamics of small-world cellular automata. Advances in Complex Sytems, 15, 261 - 284. |
| Tomassini M., Vanneschi L., Collard P. ; Clergue M. (2005). A Study of fitness distance correlation as a difficulty measure in genetic programming. IEEE Transactions on Evolutionary Computation, 13, 213 - 239. |
| Jimenez F. , Tomassini M. (2004). Globally synchronized oscillations in an one-dimensional cellular automaton. International Journal of Modern Physics C, 15, 409 - 426. |
| Fernandez F., Tomassini M. ; Vanneschi L. (2003). An empirical study of multipopulation genetic programming. Genetic Programming and Evolvable Machines, 4, 21 - 52. |
Books
| Chopard B. , Tomassini M. (2018). Métaheuristiques: une introduction aux métaheuristiques pour l'optimisation. Presses Universitaires de Perpignan, Perpignan. |
| Chopard Bastien , Tomassini Marco (2018). An Introduction to Metaheuristics for Optimization. Springer. |
| Tomassini M. (2005). Spatially Structured Evolutionary Algorithms. Springer. |
| Tettamanzi A. , Tomassini M. (2001). Soft Computing: Integrating Evolutionary, Neural, and Fuzzy Systems. Springer, Berlin, Heidelberg, New York. |
Book Sections
| 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). Performance and Limitations of Metaheuristics. An Introduction to Metaheuristics for Optimization (pp. 191-203). 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). Search Space. An Introduction to Metaheuristics for Optimization (pp. 15-41). 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). The Ant Colony Method. An Introduction to Metaheuristics for Optimization (pp. 81-96). Springer International Publishing. |
| 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). Tabu Search. An Introduction to Metaheuristics for Optimization (pp. 43-57). 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). Particle Swarm Optimization. An Introduction to Metaheuristics for Optimization (pp. 97-102). 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| Tomassini M. (2011). Cellular Automata. Encyclopedia of Astrobiology (pp. 275-278). Springer, Berlin. |
| 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. |
| Tomassini M. (2010). Cellular Evolutionary Algorithms. Simulating Complex Systems by Cellular Automata (Vol. XXI, pp. 167-191). Springer, Berlin, Heidelberg, New York. |
| 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. |
| Satizabal H. F., Pérez-Uribe A. ; Tomassini M. (2009). Avoiding Prototype proliferation in incremental vector quantitization of large heterogeneous datasets. Constructive Neural Networks (pp. 243-260). Springer, Berlin. |
| Jiménez D.R., Pérez-Uribe A., Satizábal H.F., Barreto S Miguel A., Van Damme P. ; Tomassini M. (2008). A survey of artificial neural network-based. modeling in agroecology. In Soft Computing Applications in Industry (pp. 247-269). Springer, Berlin. |
| Tomassini M. , Vanneschi L. (2008). Evolutionary algorithms in problem-solving and machine learning. Reflexing Interfaces: the Complex Coevolution of Information Technology Ecosystems (pp. 124 - 137). IGI Global. |
| Alba E., Dorronsoro B., Giacobini M. ; Tomassini M. (2005). Decentralized Cellular Evolutionary Algorithms. Handbook of Bioinspired Algorithms and Applications (pp. 103 - 120). CRC Press, Taylor and Francis. |
| Fernandez F., Spezzano G., Tomassini M. ; Vanneschi L. (2005). Parallel genetic programming. Parallel Metaheuristics: a new class of algorithms (pp. 127 - 154). J. Wiley-Interscience NJ. |
Proceedings
| (2013). Adaptive and Natural Computing Algorithms. 11th International Conference, ICANNGA 2013, Lausanne, Switzerland, April 4-6, 2013, Proceedings (7824). Springer Berlin Heidelberg. |
| (2006). Genetic Programming 9th European Conference EuroGP 2006 (3905). Collet P. Tomassini M. Ebner M. Gustafson S. Ekart A. |
| (2005). Genetic Programming, 8th European Conference EuroGP 2005 (3447). Kejizer M. Tettamanzi A. Collet P. Van Hemert J. Tomassini M., (Editors). |
In Proceedings
| 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. |
| 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. |
| 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. |
