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ORCIDMarco Tomassini
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- affiliation: University of Lausanne, Faculty of Business and Economics, Switzerland
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Books and Theses
- 2018
[b2]Bastien Chopard, Marco Tomassini:
An Introduction to Metaheuristics for Optimization. Natural Computing Series, Springer 2018, ISBN 978-3-319-93072-5, pp. 1-214- 2001
- [b1]Andrea Tettamanzi, Marco Tomassini:
Soft computing - integrating evolutionary, neural, and fuzzy systems. Springer 2001, ISBN 978-3-540-42204-4, pp. I-XIII, 1-328
Journal Articles
- 2024
- [j31]Marco Baioletti
, Valentino Santucci, Marco Tomassini:
A performance analysis of Basin hopping compared to established metaheuristics for global optimization. J. Glob. Optim. 89(3): 803-832 (2024) - 2022
- [j30]Marco Tomassini:
A Local Optima Network View of Real Function Fitness Landscapes. Entropy 24(5): 703 (2022) - 2020
- [j29]Ting Hu, Marco Tomassini, Wolfgang Banzhaf:
A network perspective on genotype-phenotype mapping in genetic programming. Genet. Program. Evolvable Mach. 21(3): 375-397 (2020) - 2019
- [j28]Marco Tomassini, Alberto Antonioni:
Computational Behavioral Models for Public Goods Games on Social Networks. Games 10(3): 35 (2019) - 2013
- [j27]Vitor H. P. Louzada, Fabio Daolio, Hans J. Herrmann, Marco Tomassini:
Smart rewiring for network robustness. J. Complex Networks 1(2): 150-159 (2013) - 2012
- [j26]Leonardo Vanneschi, Yuri Pirola, Giancarlo Mauri, Marco Tomassini, Philippe Collard, Sébastien Vérel:
A study of the neutrality of Boolean function landscapes in genetic programming. Theor. Comput. Sci. 425: 34-57 (2012) - 2011
- [j25]Christian Darabos, Marco Tomassini, Ferdinando Di Cunto, Paolo Provero, Jason H. Moore, Mario Giacobini:
Toward robust network based complex systems: from evolutionary cellular automata to biological models. Intelligenza Artificiale 5(1): 37-47 (2011) - [j24]Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local Optima Networks of NK Landscapes With Neutrality. IEEE Trans. Evol. Comput. 15(6): 783-797 (2011) - 2010
- [j23]Marco Tomassini, Enea Pestelacci, Leslie Luthi:
Mutual trust and cooperation in the evolutionary hawks-doves game. Biosyst. 99(1): 50-59 (2010) - [j22]Benoît Garbinato, Denis Rochat, Marco Tomassini, François Vessaz:
Injecting power-awareness into epidemic information dissemination in sensor networks. Future Gener. Comput. Syst. 26(6): 868-876 (2010) - [j21]Marco Tomassini, Enea Pestelacci:
Coordination Games on Dynamical Networks. Games 1(3): 242-261 (2010) - [j20]Marco Tomassini, Leonardo Vanneschi:
Guest editorial: special issue on parallel and distributed evolutionary algorithms, part two. Genet. Program. Evolvable Mach. 11(2): 129-130 (2010) - 2009
- [j19]Leslie Luthi, Marco Tomassini, Enea Pestelacci:
Evolutionary games on networks and payoff invariance under replicator dynamics. Biosyst. 96(3): 213-222 (2009) - [j18]Marco Tomassini, Leonardo Vanneschi:
Introduction: special issue on parallel and distributed evolutionary algorithms, part I. Genet. Program. Evolvable Mach. 10(4): 339-341 (2009) - 2007
- [j17]Christian Darabos, Mario Giacobini, Marco Tomassini:
Performance and Robustness of Cellular Automata Computation on Irregular Networks. Adv. Complex Syst. 10(supp01): 85-110 (2007) - [j16]Marco Tomassini, Leslie Luthi, Mario Giacobini, William B. Langdon:
The structure of the genetic programming collaboration network. Genet. Program. Evolvable Mach. 8(1): 97-103 (2007) - [j15]Sébastien Vérel, Philippe Collard, Marco Tomassini, Leonardo Vanneschi:
Fitness landscape of the cellular automata majority problem: View from the "Olympus". Theor. Comput. Sci. 378(1): 54-77 (2007) - 2005
- [j14]Marco Tomassini, Mario Giacobini, Christian Darabos:
Evolution and Dynamics of Small-World Cellular Automata. Complex Syst. 15(4) (2005) - [j13]Marco Tomassini, Leonardo Vanneschi, Philippe Collard, Manuel Clergue:
A Study of Fitness Distance Correlation as a Difficulty Measure in Genetic Programming. Evol. Comput. 13(2): 213-239 (2005) - [j12]Mario Giacobini, Marco Tomassini, Andrea Tettamanzi, Enrique Alba:
Selection intensity in cellular evolutionary algorithms for regular lattices. IEEE Trans. Evol. Comput. 9(5): 489-505 (2005) - 2003
- [j11]Francisco Fernández, Marco Tomassini, Leonardo Vanneschi:
An Empirical Study of Multipopulation Genetic Programming. Genet. Program. Evolvable Mach. 4(1): 21-51 (2003) - 2002
- [j10]Marco Tomassini, Mattias Venzi:
Evolving Robust Asynchronous Cellular Automata for the Density Task. Complex Syst. 13(3) (2002) - [j9]Enrique Alba, Marco Tomassini:
Parallelism and evolutionary algorithms. IEEE Trans. Evol. Comput. 6(5): 443-462 (2002) - 2001
- [j8]Marco Tomassini, Mathieu Perrenoud:
Cryptography with cellular automata. Appl. Soft Comput. 1(2): 151-160 (2001) - 2000
- [j7]Marco Tomassini, Mathieu Perrenoud:
Nonuniform Cellular Automata for Cryptography. Complex Syst. 12(1) (2000) - [j6]Bastien Chopard, Olivier V. Pictet, Marco Tomassini:
Parallel and distributed evolutionary computation for financial applications. Parallel Algorithms Appl. 15(1-2): 15-36 (2000) - [j5]Marco Tomassini, Moshe Sipper, Mathieu Perrenoud:
On the Generation of High-Quality Random Numbers by Two-Dimensional Cellular Automata. IEEE Trans. Computers 49(10): 1146-1151 (2000) - 1999
- [j4]Mathieu S. Capcarrère, Andrea Tettamanzi, Marco Tomassini, Moshe Sipper:
A Statistical Study of a Class of Cellular Evolutionary Algorithms. Evol. Comput. 7(3): 255-274 (1999) - [j3]Marco Tomassini, Moshe Sipper, Mosé Zolla, Mathieu Perrenoud:
Generating high-quality random numbers in parallel by cellular automata. Future Gener. Comput. Syst. 16(2-3): 291-305 (1999) - [j2]Moshe Sipper, Marco Tomassini:
Computation in Artificially Evolved, Non-Uniform Cellular Automata. Theor. Comput. Sci. 217(1): 81-98 (1999) - 1997
- [j1]Moshe Sipper, Eduardo Sanchez, Daniel Mange, Marco Tomassini, Andrés Pérez-Uribe, André Stauffer:
A phylogenetic, ontogenetic, and epigenetic view of bio-inspired hardware systems. IEEE Trans. Evol. Comput. 1(1): 83-97 (1997)
Conference and Workshop Papers
- 2024
- [c116]Valentino Santucci, Marco Baioletti, Marco Tomassini:
Optimization through Iterative Smooth Morphological Transformations. GECCO 2024 - 2023
- [c115]Marco Tomassini:
A Simple and Efficient Heuristic for Reducing Vulnerability of Complex Networks to Malicious Link Attacks. GECCO Companion 2023: 183-186 - 2022
- [c114]Marco Baioletti, Alfredo Milani, Valentino Santucci, Marco Tomassini:
Comparing Basin Hopping with Differential Evolution and Particle Swarm Optimization. EvoApplications 2022: 46-60 - 2021
- [c113]Francisco Chicano, Gabriela Ochoa, Marco Tomassini:
Real-like MAX-SAT instances and the landscape structure across the phase transition. GECCO 2021: 207-215 - 2020
- [c112]Marco Tomassini:
Random Walks on Local Optima Networks. CEC 2020: 1-8 - [c111]Gabriela Ochoa, Francisco Chicano, Marco Tomassini:
Global Landscape Structure and the Random MAX-SAT Phase Transition. PPSN (2) 2020: 125-138 - 2019
- [c110]Ting Hu, Marco Tomassini, Wolfgang Banzhaf:
Complex Network Analysis of a Genetic Programming Phenotype Network. EuroGP 2019: 49-63 - [c109]Marco Baioletti, Alfredo Milani, Valentino Santucci, Marco Tomassini:
Search moves in the local optima networks of permutation spaces: the QAP case. GECCO (Companion) 2019: 1535-1542 - 2018
- [c108]Sébastien Vérel, Fabio Daolio, Gabriela Ochoa, Marco Tomassini:
Sampling Local Optima Networks of Large Combinatorial Search Spaces: The QAP Case. PPSN (2) 2018: 257-268 - 2017
- [c107]Gabriela Ochoa, Nadarajen Veerapen, Fabio Daolio, Marco Tomassini:
Understanding Phase Transitions with Local Optima Networks: Number Partitioning as a Case Study. EvoCOP 2017: 233-248 - 2016
- [c106]Marco Tomassini:
Introduction to Complex Networks. GECCO (Companion) 2016: 169-184 - 2015
- [c105]Marco Tomassini:
Introduction to Complex Networks. GECCO (Companion) 2015: 163-178 - 2014
- [c104]Alberto Antonioni, Seth Bullock, Marco Tomassini:
REDS: An Energy-Constrained Spatial Social Network Model. ALIFE 2014: 368-375 - [c103]David Iclanzan, Fabio Daolio, Marco Tomassini:
Learning Inherent Networks from Stochastic Search Methods. EvoCOP 2014: 157-169 - [c102]David Iclanzan, Fabio Daolio, Marco Tomassini:
Data-driven local optima network characterization of QAPLIB instances. GECCO 2014: 453-460 - [c101]Marco Tomassini:
Introduction to evolutionary game theory. GECCO (Companion) 2014: 877-890 - 2013
- [c100]Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local Optima Networks of the Permutation Flow-Shop Problem. Artificial Evolution 2013: 41-52 - [c99]Pierre Buesser, Marco Tomassini:
Spatial Organisation of Cooperation with Contingent Agent Migration. ECAL 2013: 192-199 - [c98]Alberto Antonioni, Mattia Egloff, Marco Tomassini:
An Energy-Based Model for Spatial Social Networks. ECAL 2013: 226-231 - [c97]Christian Darabos, Craig O. Mackenzie, Marco Tomassini, Mario Giacobini, Jason H. Moore:
Cellular Automata Coevolution of Update Functions and Topologies: A Tradeoff between Accuracy and Speed. ECAL 2013: 340-347 - [c96]Christian Darabos, Craig O. Mackenzie, Marco Tomassini, Mario Giacobini, Jason H. Moore:
Coevolution of rules and topology in cellular automata. GECCO (Companion) 2013: 117-118 - [c95]Marco Tomassini:
Introduction to evolutionary game theory. GECCO (Companion) 2013: 765-778 - 2012
- [c94]Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local optima networks and the performance of iterated local search. GECCO 2012: 369-376 - [c93]Francisco Chicano, Fabio Daolio, Gabriela Ochoa, Sébastien Vérel, Marco Tomassini, Enrique Alba:
Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance. PPSN (2) 2012: 337-347 - 2011
- [c92]Sébastien Vérel, Fabio Daolio, Gabriela Ochoa, Marco Tomassini:
Local Optima Networks with Escape Edges. Artificial Evolution 2011: 49-60 - [c91]Enea Pestelacci, Marco Tomassini, Alberto Antonioni:
Coordination games on small-worlds: Artificial agents vs. experiments. ECAL 2011: 654-661 - [c90]Christian Darabos, Ferdinando Di Cunto, Marco Tomassini, Jason H. Moore, Paolo Provero, Mario Giacobini:
Validating a Threshold-Based Boolean Model of Regulatory Networks on a Biological Organism. EvoBio 2011: 59-68 - [c89]Marco Tomassini:
Evolutionary games: the Darwin connection. GECCO (Companion) 2011: 1469-1480 - [c88]Pierre Buesser, Fabio Daolio, Marco Tomassini:
Optimizing the Robustness of Scale-Free Networks with Simulated Annealing. ICANNGA (2) 2011: 167-176 - [c87]Gabriela Ochoa, Sébastien Vérel, Fabio Daolio, Marco Tomassini:
Clustering of Local Optima in Combinatorial Fitness Landscapes. LION 2011: 454-457 - 2010
- [c86]Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local Optima Networks of the Quadratic Assignment Problem. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c85]Gabriela Ochoa, Sébastien Vérel, Marco Tomassini:
First-Improvement vs. Best-Improvement Local Optima Networks of NK Landscapes. PPSN (1) 2010: 104-113 - [c84]Enea Pestelacci, Marco Tomassini:
Evolution of Conventions and Social Polarization in Dynamical Complex Networks. PPSN (2) 2010: 512-522 - 2009
- [c83]Jorge Peña, Enea Pestelacci, Marco Tomassini, Henri Volken:
Conformity and network effects in the Prisoner's Dilemma. IEEE Congress on Evolutionary Computation 2009: 506-513 - [c82]Christian Darabos, Mario Giacobini, Marco Tomassini, Paolo Provero, Ferdinando Di Cunto:
Are Cells Really Operating at the Edge of Chaos? - A Case Study of Two Real-Life Regulatory Networks. ECAL (1) 2009: 281-288 - [c81]Christian Darabos, Mario Giacobini, Marco Tomassini:
Transient Perturbations on Scale-Free Boolean Networks with Topology Driven Dynamics. ECAL (1) 2009: 337-344 - [c80]Leonardo Vanneschi, Sébastien Vérel, Marco Tomassini, Philippe Collard:
NK Landscapes Difficulty and Negative Slope Coefficient: How Sampling Influences the Results. EvoWorkshops 2009: 645-654 - [c79]Benoît Garbinato, Denis Rochat, Marco Tomassini:
Power-efficient epidemic information dissemination in sensor networks. BADS@ICAC 2009: 69-76 - 2008
- [c78]Enea Pestelacci, Marco Tomassini:
Hawks and Doves in an Artificial Dynamically Structured Society. ALIFE 2008: 466-473 - [c77]Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
The Connectivity of NK Landscapes' Basins - A Network Analysis. ALIFE 2008: 648-655 - [c76]Benoît Garbinato, Denis Rochat, Marco Tomassini:
Power-efficient gossiping in multi-hop ad hoc networks. Autonomics 2008: 28 - [c75]Marco Tomassini, Leonardo Vanneschi:
Negative Slope Coefficient and the Difficulty of Random 3-SAT Instances. EvoWorkshops 2008: 643-648 - [c74]Gabriela Ochoa, Marco Tomassini, Sébastien Vérel, Christian Darabos:
A study of NK landscapes' basins and local optima networks. GECCO 2008: 555-562 - [c73]Miguel Arturo Barreto-Sanz, Andrés Pérez-Uribe, Carlos Andrés Peña-Reyes, Marco Tomassini:
Fuzzy Growing Hierarchical Self-Organizing Networks. ICANN (2) 2008: 713-722 - [c72]Héctor F. Satizábal, Andrés Pérez-Uribe, Marco Tomassini:
Prototype Proliferation in the Growing Neural Gas Algorithm. ICANN (2) 2008: 793-802 - [c71]Enea Pestelacci, Marco Tomassini:
Cooperation in Co-evolving Networks: The Prisoner's Dilemma and Stag-Hunt Games. PPSN 2008: 539-548 - 2007
- [c70]Leslie Luthi, Enea Pestelacci, Marco Tomassini:
Evolutionary Dilemmas in a Social Network. ECAL 2007: 545-554 - [c69]Christian Darabos, Mario Giacobini, Marco Tomassini:
Semi-synchronous Activation in Scale-Free Boolean Networks. ECAL 2007: 976-985 - [c68]Leonardo Vanneschi, Marco Tomassini, Philippe Collard, Sébastien Vérel, Yuri Pirola, Giancarlo Mauri:
A Comprehensive View of Fitness Landscapes with Neutrality and Fitness Clouds. EuroGP 2007: 241-250 - [c67]Leslie Luthi, Marco Tomassini, Mario Giacobini, William B. Langdon:
The genetic programming collaboration network and its communities. GECCO 2007: 1643-1650 - [c66]Leonardo Vanneschi, Denis Rochat, Marco Tomassini:
Multi-optimization improves genetic programming generalization ability. GECCO 2007: 1759 - [c65]Christian Gagné, Michèle Sebag, Marc Schoenauer, Marco Tomassini:
Ensemble learning for free with evolutionary algorithms? GECCO 2007: 1782-1789 - [c64]Marco Tomassini:
Evolutionary games: the Darwin connection. GECCO (Companion) 2007: 3675-3689 - [c63]Benoît Garbinato, Denis Rochat, Marco Tomassini:
Impact of Scale-free Topologies on Gossiping in Ad Hoc Networks. NCA 2007: 269-272 - 2006
- [c62]Marco Tomassini:
Generalized Automata Networks. ACRI 2006: 14-28 - [c61]Sébastien Vérel, Philippe Collard, Marco Tomassini, Leonardo Vanneschi:
Neutral Fitness Landscape in the Cellular Automata Majority Problem. ACRI 2006: 258-267 - [c60]Christian Darabos, Mario Giacobini, Marco Tomassini:
Scale-Free Automata Networks Are Not Robust in a Collective Computational Task. ACRI 2006: 512-521 - [c59]Christian Gagné, Marc Schoenauer, Marc Parizeau, Marco Tomassini:
Genetic Programming, Validation Sets, and Parsimony Pressure. EuroGP 2006: 109-120 - [c58]Leonardo Vanneschi, Marco Tomassini, Philippe Collard, Sébastien Vérel:
Negative Slope Coefficient: A Measure to Characterize Genetic Programming Fitness Landscapes. EuroGP 2006: 178-189 - [c57]Mario Giacobini, Mike Preuss, Marco Tomassini:
Effects of Scale-Free and Small-World Topologies on Binary Coded Self-adaptive CEA. EvoCOP 2006: 86-98 - [c56]Christian Gagné, Marc Schoenauer, Michèle Sebag, Marco Tomassini:
Genetic Programming for Kernel-Based Learning with Co-evolving Subsets Selection. PPSN 2006: 1008-1017 - 2005
- [c55]Leonardo Vanneschi, Marco Tomassini, Philippe Collard, Manuel Clergue:
A Survey of Problem Difficulty in Genetic Programming. AI*IA 2005: 66-77 - [c54]Javier Iglesias, Jan Eriksson, Beatriz Pardo, Marco Tomassini, Alessandro E. P. Villa:
Stimulus-Driven Unsupervised Synaptic Pruning in Large Neural Networks. BVAI 2005: 59-68 - [c53]Leslie Luthi, Mario Giacobini, Marco Tomassini:
Synchronous and Asynchronous Network Evolution in a Population of Stubborn Prisoners. CIG 2005 - [c52]Leslie Luthi, Mario Giacobini, Marco Tomassini:
Emergence of Structure and Stability in the Prisoner's Dilemma on Networks. ECAL 2005: 665-674 - [c51]Denis Rochat, Marco Tomassini, Leonardo Vanneschi:
Dynamic Size Populations in Distributed Genetic Programming. EuroGP 2005: 50-61 - [c50]Mario Giacobini, Marco Tomassini, Andrea Tettamanzi:
Takeover time curves in random and small-world structured populations. GECCO 2005: 1333-1340 - [c49]Javier Iglesias, Jan Eriksson, Beatriz Pardo, Marco Tomassini, Alessandro E. P. Villa:
Emergence of Oriented Cell Assemblies Associated with Spike-Timing-Dependent Plasticity. ICANN (1) 2005: 127-132 - 2004
- [c48]Bastien Chopard, Marco Tomassini:
Randomized Computation with Cellular Automata. ACRI 2004: 71-80 - [c47]Marco Tomassini, Leonardo Vanneschi, Jerome Cuendet, Francisco Fernández:
A new technique for dynamic size populations in genetic programming. IEEE Congress on Evolutionary Computation 2004: 486-493 - [c46]Bernabé Dorronsoro, Enrique Alba, Mario Giacobini, Marco Tomassini:
The influence of grid shape and asynchronicity on cellular evolutionary algorithms. IEEE Congress on Evolutionary Computation 2004: 2152-2158 - [c45]Francisco Fernández, Marco Tomassini:
Improving Parallel GA Performances by Means of Plagues. Fuzzy Days 2004: 515-523 - [c44]Leonardo Vanneschi, Manuel Clergue, Philippe Collard, Marco Tomassini, Sébastien Vérel:
Fitness Clouds and Problem Hardness in Genetic Programming. GECCO (2) 2004: 690-701 - [c43]Mario Giacobini, Enrique Alba, Andrea Tettamanzi, Marco Tomassini:
Modeling Selection Intensity for Toroidal Cellular Evolutionary Algorithms. GECCO (1) 2004: 1138-1149 - [c42]Marco Tomassini, Mario Giacobini, Christian Darabos:
Evolution of Small-World Networks of Automata for Computation. PPSN 2004: 672-681 - 2003
- [c41]Marco Tomassini, Leonardo Vanneschi, Francisco Fernández, Germán Galeano Gil:
A Study of Diversity in Multipopulation Genetic Programming. Artificial Evolution 2003: 243-255 - [c40]Mario Giacobini, Marco Tomassini, Andrea Tettamanzi:
Modeling Selection Intensity for Linear Cellular Evolutionary Algorithms. Artificial Evolution 2003: 345-356 - [c39]Leonardo Vanneschi, Marco Tomassini, Philippe Collard, Manuel Clergue:
Fitness distance correlation in genetic programming: a constructive counterexample. IEEE Congress on Evolutionary Computation 2003: 289-296 - [c38]Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano, Leonardo Vanneschi, Marco Tomassini:
Diversity analysis in cellular and multipopulation genetic programming. IEEE Congress on Evolutionary Computation 2003: 305-311 - [c37]Francisco Fernández, Marco Tomassini, Leonardo Vanneschi:
Saving computational effort in genetic programming by means of plagues. IEEE Congress on Evolutionary Computation 2003: 2042-2049 - [c36]Francisco Fernández, Leonardo Vanneschi, Marco Tomassini:
The Effect of Plagues in Genetic Programming: A Study of Variable-Size Populations. EuroGP 2003: 317-326 - [c35]Leonardo Vanneschi, Marco Tomassini, Philippe Collard, Manuel Clergue:
Fitness Distance Correlation in Structural Mutation Genetic Programming. EuroGP 2003: 455-464 - [c34]Mario Giacobini, Enrique Alba, Marco Tomassini:
Selection Intensity in Asynchronous Cellular Evolutionary Algorithms. GECCO 2003: 955-966 - [c33]Leonardo Vanneschi, Marco Tomassini, Manuel Clergue, Philippe Collard:
Difficulty of Unimodal and Multimodal Landscapes in Genetic Programming. GECCO 2003: 1788-1799 - [c32]Marco Tomassini, Leonardo Vanneschi, Francisco Fernández, Germán Galeano Gil:
Diversity in Multipopulation Genetic Programming. GECCO 2003: 1812-1813 - [c31]José Ignacio Hidalgo, Francisco Fernández, Juan Lanchares, Juan Manuel Sánchez-Pérez, Román Hermida, Marco Tomassini, Ranieri Baraglia, Raffaele Perego, Oscar Garnica:
Multi-FPGA Systems Synthesis by Means of Evolutionary Computation. GECCO 2003: 2109-2120 - 2002
- [c30]Marco Tomassini, Mattias Venzi:
Artificially Evolved Asynchronous Cellular Automata for the Density Task. ACRI 2002: 44-55 - [c29]Germán Galeano Gil, Francisco Fernández, Marco Tomassini, Leonardo Vanneschi:
Studying the influence of synchronous and asynchronous parallel GP on programs length evolution. IEEE Congress on Evolutionary Computation 2002: 1727-1732 - [c28]Manuel Clergue, Philippe Collard, Marco Tomassini, Leonardo Vanneschi:
Fitness Distance Correlation And Problem Difficulty For Genetic Programming. GECCO 2002: 724-732 - [c27]Mario Giacobini, Marco Tomassini, Leonardo Vanneschi:
How Statistics Can Help In Limiting The Number Of Fitness Cases In Genetic Programming. GECCO 2002: 889 - [c26]Mario Giacobini, Marco Tomassini, Leonardo Vanneschi:
Limiting the Number of Fitness Cases in Genetic Programming Using Statistics. PPSN 2002: 371-380 - [c25]Enrique Alba, Mario Giacobini, Marco Tomassini, Sergio Romero:
Comparing Synchronous and Asynchronous Cellular Genetic Algorithms. PPSN 2002: 601-610 - [c24]Marco Tomassini, Leonardo Vanneschi, Francisco Fernández, Germán Galeano Gil:
Experimental Investigation of Three Distributed Genetic Programming Models. PPSN 2002: 641-650 - [c23]Marco Tomassini, Mattias Venzi:
Evolution of Asynchronous Cellular Automata for the Density Task. PPSN 2002: 934-944 - 2001
- [c22]Francisco Fernández, Marco Tomassini:
Studying the optimal parameter range of values in PADGP by means of real-life problems. CEC 2001: 436-441 - [c21]Francisco Fernández, Marco Tomassini, Leonardo Vanneschi:
Studying the Influence of Communication Topology and Migration on Distributed Genetic Programming. EuroGP 2001: 51-63 - [c20]Francisco Fernández, Juan Manuel Sánchez-Pérez, Marco Tomassini:
Placing and Routing Circuits on FPGAs by Means of Parallel and Distributed Genetic Programming. ICES 2001: 204-215 - 2000
- [c19]Francisco Fernández de Vega, L. M. Roa, Marco Tomassini, J. M. Sánchez:
Multipopulation genetic programming applied to burn diagnosing. CEC 2000: 1292-1296 - [c18]Marco Tomassini, Leonardo Vanneschi, Laurent Bucher, Francisco Fernández:
An MPI-Based Tool for Distributed Genetic Programming. CLUSTER 2000: 209-216 - [c17]Paul Albuquerque, Bastien Chopard, Christian Mazza, Marco Tomassini:
On the Impact of the Representation on Fitness Landscapes. EuroGP 2000: 1-15 - [c16]Francisco Fernández, Marco Tomassini, William F. Punch III, Juan Manuel Sánchez-Pérez:
Experimental Study of Multipopulation Parallel Genetic Programming. EuroGP 2000: 283-293 - [c15]Francisco Fernández, Marco Tomassini, William F. Punch, J. M. Sánchez:
Experimental Study of Isolated Multipulation Genetic Programming. GECCO 2000: 536 - [c14]Marco Tomassini, Mathieu Perrenoud:
Stream Cyphers with One- and Two-Dimensional Cellular Automata. PPSN 2000: 722-731 - [c13]Francisco Fernández, Marco Tomassini, Leonardo Vanneschi, Laurent Bucher:
A Distributed Computing Environment for Genetic Programming Using MPI. PVM/MPI 2000: 322-329 - 1999
- [c12]Georges E. Matile, Andrea G. B. Tettamanzi, Marco Tomassini:
Evolutionary design of time-way charts for plating machines. CEC 1999: 1178-1185 - [c11]Francisco Fernández, Juan Manuel Sánchez-Pérez, Marco Tomassini, Juan Antonio Gómez Pulido:
A Parallel Genetic Programming Tool Based on PVM. PVM/MPI 1999: 241-248 - 1998
- [c10]Mathieu S. Capcarrère, Andrea Tettamanzi, Marco Tomassini, Moshe Sipper:
Studying Parallel Evolutionary Algorithms: The Cellular Programming Case. PPSN 1998: 573-582 - 1997
- [c9]Moshe Sipper, Marco Tomassini, Mathieu S. Capcarrère:
Evolving Asynchronous and Scalable Non-uniform Cellular Automata. ICANNGA 1997: 66-70 - 1996
- [c8]Moshe Sipper, Marco Tomassini:
Evolvable Cellular Machines. ACRI 1996: 177-186 - [c7]Thomas Ankenbrand, Marco Tomassini:
Predicting multivariate financial time series using neural networks: the Swiss bond case. CIFEr 1996: 27-33 - [c6]Eduardo Sanchez, Daniel Mange, Moshe Sipper, Marco Tomassini, Andrés Pérez-Uribe, André Stauffer:
Phylogeny, Ontogeny, and Epigenesis: Three Sources of Biological Inspiration for Softening Hardware. ICES 1996: 35-54 - [c5]Maxime Goeke, Moshe Sipper, Daniel Mange, André Stauffer, Eduardo Sanchez, Marco Tomassini:
Online Autonomous Evolware. ICES 1996: 96-106 - [c4]Moshe Sipper, Marco Tomassini:
Co-evolving Parallel Random Number Generators. PPSN 1996: 950-959 - 1995
- [c3]Thomas Ankenbrand, Marco Tomassini:
Multivariate Time Series Modelling of Financial Markets with Artificial Neural Networks. ICANNGA 1995: 257-260 - [c2]A. Loraschi, Marco Tomassini, Andrea Tettamanzi, Paolo Verda:
Distributed Genetic Algorithms with an Application to Portfolio Selection Problems. ICANNGA 1995: 384-387 - [c1]Marco Tomassini:
Evolutionary Algorithms. Towards Evolvable Hardware 1995: 19-47
Parts in Books or Collections
- 2015
- [p7]Vitor H. P. Louzada, Fabio Daolio, Hans J. Herrmann, Marco Tomassini:
Generating Robust and Efficient Networks Under Targeted Attacks. Propagation Phenomena in Real World Networks 2015: 215-224 - 2014
- [p6]Christian Darabos, Mario Giacobini, Jason H. Moore, Marco Tomassini:
Models of Gene Regulation: Integrating Modern Knowledge into the Random Boolean Network Framework. Evolution, Complexity and Artificial Life 2014: 43-57 - 2013
- [p5]Marco Tomassini, Fabio Daolio:
A Complex-Networks View of Hard Combinatorial Search Spaces. EVOLVE 2013: 223-245 - 2010
- [p4]Marco Tomassini:
Cellular Evolutionary Algorithms. Simulating Complex Systems by Cellular Automata 2010: 167-191 - 2009
- [p3]Héctor F. Satizábal, Andrés Pérez-Uribe, Marco Tomassini:
Avoiding Prototype Proliferation in Incremental Vector Quantization of Large Heterogeneous Datasets. Constructive Neural Networks 2009: 243-260 - [p2]Miguel Arturo Barreto-Sanz, Andrés Pérez-Uribe, Carlos Andrés Peña-Reyes, Marco Tomassini:
Tuning Parameters in Fuzzy Growing Hierarchical Self-Organizing Networks. Constructive Neural Networks 2009: 261-279 - 2008
- [p1]Daniel R. Jiménez R., Andrés Pérez-Uribe, Héctor F. Satizábal, Miguel Arturo Barreto-Sanz, Patrick Van Damme, Marco Tomassini:
A Survey of Artificial Neural Network-Based Modeling in Agroecology. Soft Computing Applications in Industry 2008: 247-269
Editorship
- 2013
- [e6]Marco Tomassini, Alberto Antonioni, Fabio Daolio, Pierre Buesser:
Adaptive and Natural Computing Algorithms, 11th International Conference, ICANNGA 2013, Lausanne, Switzerland, April 4-6, 2013. Proceedings. Lecture Notes in Computer Science 7824, Springer 2013, ISBN 978-3-642-37212-4 [contents] - 2006
- [e5]Pierre Collet, Marco Tomassini, Marc Ebner, Steven M. Gustafson, Anikó Ekárt:
Genetic Programming, 9th European Conference, EuroGP 2006, Budapest, Hungary, April 10-12, 2006, Proceedings. Lecture Notes in Computer Science 3905, Springer 2006, ISBN 3-540-33143-3 [contents] - 2005
- [e4]Maarten Keijzer, Andrea Tettamanzi, Pierre Collet, Jano I. van Hemert, Marco Tomassini:
Genetic Programming, 8th European Conference, EuroGP2005, Lausanne, Switzerland, March 30 - April 1, 2005, Proceedings. Lecture Notes in Computer Science 3447, Springer 2005, ISBN 3-540-25436-6 [contents] - 2002
- [e3]Stefania Bandini, Bastien Chopard, Marco Tomassini:
Cellular Automata, 5th International Conference on Cellular Automata for Research and Industry, ACRI 2002, Geneva, Switzerland, October 9-11, 2002, Proceedings. Lecture Notes in Computer Science 2493, Springer 2002, ISBN 3-540-44304-5 [contents] - 2001
- [e2]Julian F. Miller, Marco Tomassini, Pier Luca Lanzi, Conor Ryan, Andrea Tettamanzi, William B. Langdon:
Genetic Programming, 4th European Conference, EuroGP 2001, Lake Como, Italy, April 18-20, 2001, Proceedings. Lecture Notes in Computer Science 2038, Springer 2001, ISBN 3-540-41899-7 [contents] - 1996
- [e1]Eduardo Sanchez, Marco Tomassini:
Towards Evolvable Hardware, The Evolutionary Engineering Approach, Papers from an international workshop, Lausanne, Switzerland, October 2-3, 1995. Lecture Notes in Computer Science 1062, Springer 1996, ISBN 3-540-61093-6 [contents]
Reference Works
- 2005
- [r1]Bernabé Dorronsoro Díaz, Marco Tomassini, Mario Giacobini, Enrique Alba:
Decentralized Cellular Evolutionary Algorithms. Handbook of Bioinspired Algorithms and Applications 2005
Informal and Other Publications
- 2024
- [i28]Marco Baioletti, Valentino Santucci, Marco Tomassini:
A Performance Analysis of Basin Hopping Compared to Established Metaheuristics for Global Optimization. CoRR abs/2403.05877 (2024) - 2022
- [i27]Marco Tomassini:
A Local Optima Network View of Real Function Fitness Landscapes. CoRR abs/2212.10254 (2022) - 2014
- [i26]Gabriela Ochoa, Sébastien Vérel, Fabio Daolio, Marco Tomassini:
Local Optima Networks: A New Model of Combinatorial Fitness Landscapes. CoRR abs/1402.2959 (2014) - [i25]Attila Szolnoki, Alberto Antonioni, Marco Tomassini, Matjaz Perc:
Binary birth-death dynamics and the expansion of cooperation by means of self-organized growth. CoRR abs/1403.1572 (2014) - 2013
- [i24]Vitor H. P. Louzada, Fabio Daolio, Hans J. Herrmann, Marco Tomassini:
Smart Rewiring for Network Robustness. CoRR abs/1303.5269 (2013) - 2012
- [i23]Pierre Buesser, Marco Tomassini:
Supercooperation in Evolutionary Games on Correlated Weighted Networks. CoRR abs/1201.6257 (2012) - [i22]Vitor H. P. Louzada, Fabio Daolio, Hans J. Herrmann, Marco Tomassini:
Generating Robust and Efficient Networks Under Targeted Attacks. CoRR abs/1207.1291 (2012) - [i21]Alberto Antonioni, Marco Tomassini:
Cooperation on Social Networks and Its Robustness. CoRR abs/1207.2566 (2012) - [i20]Alberto Antonioni, Marco Tomassini:
Degree Correlations in Random Geometric Graphs. CoRR abs/1207.2573 (2012) - [i19]Marco Tomassini, Sébastien Vérel, Gabriela Ochoa:
Complex-network analysis of combinatorial spaces: The NK landscape case. CoRR abs/1207.4442 (2012) - [i18]Fabio Daolio, Marco Tomassini, Sébastien Vérel, Gabriela Ochoa:
Communities of Minima in Local Optima Networks of Combinatorial Spaces. CoRR abs/1207.4445 (2012) - [i17]Gabriela Ochoa, Sébastien Vérel, Marco Tomassini:
First-improvement vs. Best-improvement Local Optima Networks of NK Landscapes. CoRR abs/1207.4455 (2012) - [i16]Gabriela Ochoa, Sébastien Vérel, Fabio Daolio, Marco Tomassini:
Clustering of Local Optima in Combinatorial Fitness Landscapes. CoRR abs/1207.4632 (2012) - [i15]Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local optima networks and the performance of iterated local search. CoRR abs/1210.3946 (2012) - [i14]Francisco Chicano, Fabio Daolio, Gabriela Ochoa, Sébastien Vérel, Marco Tomassini, Enrique Alba:
Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance. CoRR abs/1210.4021 (2012) - [i13]Pierre Buesser, Marco Tomassini:
Evolution of Cooperation on Spatially Embedded Networks. CoRR abs/1212.2788 (2012) - 2011
- [i12]Fabio Daolio, Marco Tomassini, Konstantin Bitkov:
The Swiss Board Directors Network in 2009. CoRR abs/1106.5594 (2011) - [i11]Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local Optima Networks of the Quadratic Assignment Problem. CoRR abs/1107.4161 (2011) - [i10]Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local Optima Networks of NK Landscapes with Neutrality. CoRR abs/1107.4162 (2011) - [i9]Leonardo Vanneschi, Sébastien Vérel, Philippe Collard, Marco Tomassini:
NK landscapes difficulty and Negative Slope Coefficient: How Sampling Influences the Results. CoRR abs/1107.4164 (2011) - 2010
- [i8]Marco Tomassini, Enea Pestelacci:
Evolution of Coordination in Social Networks: A Numerical Study. CoRR abs/1011.1081 (2010) - 2008
- [i7]Sébastien Vérel, Philippe Collard, Marco Tomassini, Leonardo Vanneschi:
Neutral Fitness Landscape in the Cellular Automata Majority Problem. CoRR abs/0803.4240 (2008) - [i6]Gabriela Ochoa, Marco Tomassini, Sébastien Vérel, Christian Darabos:
A Study of NK Landscapes' Basins and Local Optima Networks. CoRR abs/0810.3484 (2008) - [i5]Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
The Connectivity of NK Landscapes' Basins: A Network Analysis. CoRR abs/0810.3492 (2008) - 2007
- [i4]Christian Gagné, Michèle Sebag, Marc Schoenauer, Marco Tomassini:
Ensemble Learning for Free with Evolutionary Algorithms ? CoRR abs/0704.3905 (2007) - [i3]Sébastien Vérel, Philippe Collard, Marco Tomassini, Leonardo Vanneschi:
Fitness landscape of the cellular automata majority problem: View from the Olympus. CoRR abs/0709.3974 (2007) - 2006
- [i2]Christian Gagné, Marc Schoenauer, Marc Parizeau, Marco Tomassini:
Genetic Programming, Validation Sets, and Parsimony Pressure. CoRR abs/cs/0601044 (2006) - [i1]Christian Gagné, Marc Schoenauer, Michèle Sebag, Marco Tomassini:
Genetic Programming for Kernel-based Learning with Co-evolving Subsets Selection. CoRR abs/cs/0611135 (2006)
Coauthor Index
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