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Marco Tomassini

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Professor Emeritus
Professors Emeriti HEC


Publications

100 last publications

: Peer Reviewed

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. Peer Reviewed


Tomassini Marco (2020). Random walks on local optima networks. IEEE Congress on Evolutionary Computation (CEC), Proceedings, 1-8. Peer Reviewed


Tomassini Marco , Antonioni Alberto (2020). Public Goods Games on Coevolving Social Network Models. Frontiers in Physics, 8. Peer Reviewed


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. Peer Reviewed


Hu Ting, Tomassini Marco ; Banzhaf Wolfgang (2019). Complex network analysis of a genetic programming phenotype network. Genetic Programming, EuroGp 2019, EvoStar 2019, 49-63. Peer Reviewed


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. Peer Reviewed


Chopard B. , Tomassini M. (2018). Métaheuristiques: une introduction aux métaheuristiques pour l'optimisation. Presses Universitaires de Perpignan, Perpignan.


Chopard B. , Tomassini M. (2018). Evolutionary Algorithms: Foundations. An Introduction to Metaheuristics for Optimization (pp. 115-138). Springer International Publishing. Peer Reviewed


Chopard B. , Tomassini M. (2018). Statistical Analysis of Search Spaces. An Introduction to Metaheuristics for Optimization (pp. 205-214). Springer International Publishing. Peer Reviewed


Chopard B. , Tomassini M. (2018). Search Space. An Introduction to Metaheuristics for Optimization (pp. 15-41). Springer International Publishing. Peer Reviewed


Chopard B. , Tomassini M. (2018). Simulated Annealing. An Introduction to Metaheuristics for Optimization (pp. 59-79). Springer International Publishing. Peer Reviewed


Chopard B. , Tomassini M. (2018). Performance and Limitations of Metaheuristics. An Introduction to Metaheuristics for Optimization (pp. 191-203). Springer International Publishing. Peer Reviewed


Chopard B. , Tomassini M. (2018). Problems, Algorithms, and Computational Complexity. An Introduction to Metaheuristics for Optimization (pp. 1-14). Springer International Publishing. Peer Reviewed


Chopard B. , Tomassini M. (2018). Evolutionary Algorithms: Extensions. An Introduction to Metaheuristics for Optimization (pp. 139-169). Springer International Publishing. Peer Reviewed


Chopard B. , Tomassini M. (2018). Phase Transitions in Combinatorial Optimization Problems. An Introduction to Metaheuristics for Optimization (pp. 171-189). Springer International Publishing. Peer Reviewed


Chopard B. , Tomassini M. (2018). Particle Swarm Optimization. An Introduction to Metaheuristics for Optimization (pp. 97-102). Springer International Publishing. Peer Reviewed


Chopard B. , Tomassini M. (2018). The Ant Colony Method. An Introduction to Metaheuristics for Optimization (pp. 81-96). Springer International Publishing. Peer Reviewed


Chopard B. , Tomassini M. (2018). Tabu Search. An Introduction to Metaheuristics for Optimization (pp. 43-57). Springer International Publishing. Peer Reviewed


Chopard Bastien , Tomassini Marco (2018). An Introduction to Metaheuristics for Optimization. Springer. Peer Reviewed


Lozano P., Antonioni A., Tomassini M. ; Sánchez A. (2018). Cooperation on dynamic networks within an uncertain reputation environment. Scientific Reports, 8, 9093. Peer Reviewed


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. Peer Reviewed


2017

Antonioni A. , Tomassini M. (2017). A growing social network model in geographical space. Journal of Statistical Mechanics: Theory and Experiment, 2017, 093403. Peer Reviewed


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. Peer Reviewed


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. Peer Reviewed


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. Peer Reviewed


M. Tomassini (2016). Lévy flights in neutral fitness landscapes. Physica A, 448, 163-171. Peer Reviewed


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. Peer Reviewed


Antonioni A., Tomassini M. ; Sánchez A. (2015). Short-Range Mobility and the Evolution of Cooperation: An Experimental Study. Scientific Reports, 5, 10282. Peer Reviewed


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. Peer Reviewed


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. Peer Reviewed


2014

A. Antonioni , A. Sánchez ; M. Tomassini (2014). Global Information and Mobility Support Coordination Among Humans. Scientific Reports, 4, 6458. Peer Reviewed


A. Antonioni , S. Bullock ; M. Tomassini (2014, Jul). REDS: An Energy-Constrained Spatial Social Network Model. ALIFE 2014 (pp. 368-375). Peer Reviewed


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. Peer Reviewed


Antonioni A., Cacault M. P., Lalive R. ; Tomassini M. (2014). Know Thy Neighbor : Costly Information Can Hurt Cooperation in Dynamic Networks. PLoS ONE, 9. Peer Reviewed


Antonioni A., Tomassini M. ; Buesser P. (2014). Random Diffusion and Cooperation in Continuous Two-Dimensional Space. Journal of Theoretical Biology, 344, 40-48. Peer Reviewed


Buesser P. , Tomassini M. (2014). The Role of Opportunistic Migration in Cyclic Games. PLOS ONE, 9, e98190. Peer Reviewed


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, 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. Peer Reviewed


Iclanzan D., Daolio F. ; Tomassini M. (2014, Jul). Data-Driven Local Optima Network Characterization of QAPLIB Instances. Genetic and Evolutionary Computation Conference GECCO 2014 (pp. 453-460). ACM. Peer Reviewed


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. Peer Reviewed


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). Peer Reviewed


Antonioni A., Cacault M. P., Lalive R. ; Tomassini M. (2013). Coordination on Networks: Does Topology Matter?. PLOS ONE, 8, e55033. Peer Reviewed


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. Peer Reviewed


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). Peer Reviewed


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. Peer Reviewed


Heemskerk Eelke M., Daolio Fabio ; Tomassini Marco (2013). The Community Structure of the European Network of Interlocking Directorates 2005-2010. PLoS ONE, 8, e68581. Peer Reviewed


Louzada V.H.P., Daolio F., Herrmann H.J. ; Tomassini M. (2013). Smart rewiring for network robustness. Journal of Complex Networks, 1, 150-159. Peer Reviewed


P. Buesser , M. Tomassini ; A. Antonioni (2013). Opportunistic Migration in Spatial Evolutionary Games. Physical Review E, 88, 042806. Peer Reviewed


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). Degree Correlations in Random Geometric Graphs. Physical Review E, 86, 037101. Peer Reviewed


A. Antonioni , M. Tomassini (2012). Cooperation on Social Networks and Its Robustness. Advances in Complex Systems, 15, 1250046. Peer Reviewed


Buesser P. , Tomassini M. (2012). Supercooperation in Evolutionary Games on Correlated Weighted Networks. Physical Review E, 85, 016107. Peer Reviewed


Buesser P. , Tomassini M. (2012). Evolution of cooperation on spatially embedded networks. Physical Review E, 86, 066107. Peer Reviewed


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. Peer Reviewed


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. Peer Reviewed


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. Peer Reviewed


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. Peer Reviewed


2011

A. Antonioni , M. Tomassini (2011). Network Fluctuations Hinder Cooperation in Evolutionary Games. PLoS ONE, 6, e25555. Peer Reviewed


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. Peer Reviewed


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. Peer Reviewed


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. Peer Reviewed


Daolio F., Tomassini M. ; Bitkov K. (2011). The Swiss board directors network in 2009. The European Physical Journal B, 82, 349-359. Peer Reviewed


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. Peer Reviewed


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. Peer Reviewed


E. Pestelacci , M. Tomassini ; A. Antonioni (2011, Aug). Coordination Games on Small-Worlds: Artificial Agents Vs. Experiments. Advances in Artificial Life, ECAL 2011 (pp. 654-661). Peer Reviewed


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. Peer Reviewed


Ochoa G., Verel S., Daolio F. ; Tomassini M. (2011, Feb). Clustering of Local Optima in Combinatorial Fitness Landscapes. LNCS Learning and Intelligent OptimizatioN Conference (LION 5), 6683 (pp. 454-458). Springer. Peer Reviewed


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. Peer Reviewed


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. Peer Reviewed


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. Peer Reviewed


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). Peer Reviewed


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). Peer Reviewed


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. Peer Reviewed


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. Peer Reviewed


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. Peer Reviewed


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. Peer Reviewed


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. Peer Reviewed


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). Coordination Games on Dynamical Networks. Games, 1, 242–261. Peer Reviewed


Tomassini Marco , Pestelacci Enea (2010). Evolution of Coordination in Social Networks: A Numerical Study. International Journal Of Modern Physics C, 21, 1277-1296. Peer Reviewed


Tomassini Marco, Pestelacci Enea ; Luthi Leslie (2010). Mutual trust and cooperation in the evolutionary hawks-doves game. BioSystems, 99, 50-59. Peer Reviewed


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. Peer Reviewed


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. Peer Reviewed


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. Peer Reviewed


Keywords

  • collective intelligence
  • information systems (5)
  • social networks (2)

 
 
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