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Identificação

Identificação pessoal

Nome completo
Luca Manzoni

Nomes de citação

  • Manzoni, Luca

Identificadores de autor

Ciência ID
3816-2BD5-584F
ORCID iD
0000-0001-6312-7728
Formação
Grau Classificação
2013
Concluído
 Dottorato di Ricerca in Informatica (Dottorato di Ricerca)
Especialização em Computer Science
Università degli Studi di Milano-Bicocca, Itália
2009
Concluído
 Laurea Magistrale in Informatica (Laurea Magistrale)
Especialização em Computer Science
Università degli Studi di Milano-Bicocca, Itália
2007
Concluído
 Laurea in Informatica (Laurea)
Especialização em Computer Science
Università degli Studi di Milano-Bicocca, Itália
Percurso profissional

Ciência

Categoria Profissional
Instituição de acolhimento 		Empregador
2014 - 2018 Pós-doutorado (Investigação) Università degli Studi di Milano-Bicocca, Itália
2013 - 2014 Pós-doutorado (Investigação) Université Côte d'Azur, França

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
2019 - Atual Professor Auxiliar (Docente Universitário) Università degli Studi di Trieste, Itália
2018 - 2019 Professor Auxiliar (Docente Universitário) Università degli Studi di Milano-Bicocca, Itália
Projetos

Bolsa

Designação Financiadores
2021 - 2023 Digital Empowering Trough HPC Education - HiPowerEd
2020-1-HR01-KA226-HE-094780
Unit Leader
Università degli Studi di Trieste, Itália
Em curso
Produções

Publicações

Artigo em conferência
  1. Manzoni, L.; Mariot, L.; Tuba, E.. "Does constraining the search space of GA always help? The case of balanced crossover operators". 2019.
    10.1145/3319619.3322027
  2. Manzoni, L.; Porreca, A.E.; Umeo, H.. "The firing squad synchronization problem on higher-dimensional CA with multiple updating cycles". 2017.
    10.1109/CANDAR.2016.24
  3. Vanneschi, L.; Castelli, M.; Goncalves, I.; Manzoni, L.; Silva, S.. "Geometric semantic genetic programming for biomedical applications: A state of the art upgrade". 2017.
    10.1109/CEC.2017.7969311
  4. Vanneschi, L.; Castelli, M.; Moraglio, A.; Manzoni, L.; Silva, S.; Krawiec, K.; Gonçalves, I.. "PSXO – Population-wide semantic crossover". 2017.
    10.1145/3067695.3076003
  5. Castelli, M.; Manzoni, L.; Gonçalves, I.; Vanneschi, L.; Trujillo, L.; Silva, S.. "An analysis of geometric semantic crossover: A computational geometry approach". 2016.
  6. Mambrini, A.; Manzoni, L.. "A comparison between Geometric Semantic GP and Cartesian GP for Boolean functions learning?". 2014.
    10.1145/2598394.2598475
  7. Mambrini, A.; Manzoni, L.; Moraglio, A.. "Theory-laden design of mutation-based Geometric Semantic Genetic Programming for learning classification trees". 2013.
    10.1109/CEC.2013.6557599
  8. Moraglio, A.; Mambrini, A.; Manzoni, L.. "Runtime analysis of mutation-based geometric semantic genetic programming on boolean functions". 2013.
    10.1145/2460239.2460251
  9. McDermott, J.; White, D.R.; Luke, S.; Manzoni, L.; Castelli, M.; Vanneschi, L.; Jaskowski, W.; et al. "Genetic programming needs better benchmarks". 2012.
    10.1145/2330163.2330273
  10. Castelli, M.; Manzoni, L.; Vanneschi, L.. "Parameter tuning of evolutionary reactions systems". 2012.
    10.1145/2330163.2330265
  11. Castelli, M.; Manzoni, L.; Vanneschi, L.. "The effect of selection from old populations in genetic algorithms". 2011.
    10.1145/2001858.2001948
  12. Vanneschi, L.; Castelli, M.; Manzoni, L.. "The K landscapes: A tunably difficult benchmark for genetic programming". 2011.
    10.1145/2001576.2001773
  13. Manenti, L.; Manzoni, L.; Manzoni, S.. "Towards an application of graph structure analysis to a MAS-based model of Proxemic distances in Pedestrian Systems". 2010.
  14. Manzoni, L.; Vanneschi, L.; Mauri, G.. "Definition of a crossover based distance for genetic algorithms". 2010.
    10.1145/1830483.1830752
  15. Castelli, M.; Manzoni, L.; Silva, S.; Vanneschi, L.. "A comparison of the generalization ability of different genetic programming frameworks". 2010.
    10.1109/CEC.2010.5585925
Artigo em revista
  1. Leporati, A.; Manzoni, L.; Mauri, G.; Porreca, A.E.; Zandron, C.. "Subroutines in P systems and closure properties of their complexity classes". Theoretical Computer Science 805 (2020): 193-205. http://www.scopus.com/inward/record.url?eid=2-s2.0-85048158189&partnerID=MN8TOARS.
    10.1016/j.tcs.2018.06.012
  2. Raglio, A.; Imbriani, M.; Imbriani, C.; Baiardi, P.; Manzoni, S.; Gianotti, M.; Castelli, M.; et al. "Machine learning techniques to predict the effectiveness of music therapy: A randomized controlled trial". Computer Methods and Programs in Biomedicine 185 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85074451949&partnerID=MN8TOARS.
    10.1016/j.cmpb.2019.105160
  3. Manzoni, L.; Papetti, D.M.; Cazzaniga, P.; Spolaor, S.; Mauri, G.; Besozzi, D.; Nobile, M.S.. "Surfing on fitness landscapes: A boost on optimization by fourier surrogate modeling". Entropy 22 3 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85082668665&partnerID=MN8TOARS.
    10.3390/e22030285
  4. Mariot, L.; Manzoni, L.; Dennunzio, A.. "Search space reduction of asynchrony immune cellular automata". Natural Computing (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85084231035&partnerID=MN8TOARS.
    10.1007/s11047-020-09788-1
  5. Manzoni, L.; Mariot, L.; Tuba, E.. "Balanced crossover operators in Genetic Algorithms". Swarm and Evolutionary Computation 54 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85078413519&partnerID=MN8TOARS.
    10.1016/j.swevo.2020.100646
  6. Besozzi, D.; Manzoni, L.; Nobile, M.S.; Spolaor, S.; Castelli, M.; Vanneschi, L.; Cazzaniga, P.; et al. "Computational Intelligence for Life Sciences". Fundamenta Informaticae 171 1-4 (2019): 57-80. http://www.scopus.com/inward/record.url?eid=2-s2.0-85075866558&partnerID=MN8TOARS.
    10.3233/FI-2020-1872
  7. Castelli, M.; Manzoni, L.. "GSGP-C++ 2.0: A geometric semantic genetic programming framework". SoftwareX 10 (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85071718915&partnerID=MN8TOARS.
    10.1016/j.softx.2019.100313
  8. Dennunzio, A.; Formenti, E.; Manzoni, L.; Porreca, A.E.. "Complexity of the dynamics of reaction systems". Information and Computation 267 (2019): 96-109. http://www.scopus.com/inward/record.url?eid=2-s2.0-85063438224&partnerID=MN8TOARS.
    10.1016/j.ic.2019.03.006
  9. Dennunzio, A.; Formenti, E.; Manzoni, L.; Margara, L.; Porreca, A.E.. "On the dynamical behaviour of linear higher-order cellular automata and its decidability". Information Sciences 486 (2019): 73-87. http://www.scopus.com/inward/record.url?eid=2-s2.0-85061831075&partnerID=MN8TOARS.
    10.1016/j.ins.2019.02.023
  10. Castelli, M.; Cattaneo, G.; Manzoni, L.; Vanneschi, L.. "A distance between populations for n-points crossover in genetic algorithms". Swarm and Evolutionary Computation 44 (2019): 636-645. http://www.scopus.com/inward/record.url?eid=2-s2.0-85052743686&partnerID=MN8TOARS.
    10.1016/j.swevo.2018.08.007
  11. Ferretti, C.; Leporati, A.; Manzoni, L.; Porreca, A.E.. "The Many Roads to the Simulation of Reaction Systems". Fundamenta Informaticae 171 1-4 (2019): 175-188. http://www.scopus.com/inward/record.url?eid=2-s2.0-85075870332&partnerID=MN8TOARS.
    10.3233/FI-2020-1878
  12. Castelli, M.; Manzoni, L.; Silva, S.; Vanneschi, L.; Popovic, A.. "The influence of population size in geometric semantic GP". Swarm and Evolutionary Computation 32 (2017): 110-120. http://www.scopus.com/inward/record.url?eid=2-s2.0-84973549912&partnerID=MN8TOARS.
    10.1016/j.swevo.2016.05.004
  13. Leporati, A.; Manzoni, L.; Mauri, G.; Porreca, A.E.; Zandron, C.. "A toolbox for simpler active membrane algorithms". Theoretical Computer Science 673 (2017): 42-57. http://www.scopus.com/inward/record.url?eid=2-s2.0-85016403136&partnerID=MN8TOARS.
    10.1016/j.tcs.2017.03.015
  14. Leporati, A.; Manzoni, L.; Mauri, G.; Porreca, A.E.; Zandron, C.. "Tissue P systems with small cell volume". Fundamenta Informaticae 154 1-4 (2017): 261-275. http://www.scopus.com/inward/record.url?eid=2-s2.0-85027370171&partnerID=MN8TOARS.
    10.3233/FI-2017-1565
  15. Nobile, M.S.; Porreca, A.E.; Spolaor, S.; Manzoni, L.; Cazzaniga, P.; Mauri, G.; Besozzi, D.. "Efficient simulation of reaction systems on graphics processing units". Fundamenta Informaticae 154 1-4 (2017): 307-321. http://www.scopus.com/inward/record.url?eid=2-s2.0-85027366731&partnerID=MN8TOARS.
    10.3233/FI-2017-1568
  16. Leporati, A.; Manzoni, L.; Mauri, G.; Porreca, A.E.; Zandron, C.. "The counting power of P systems with antimatter". Theoretical Computer Science 701 (2017): 161-173. http://www.scopus.com/inward/record.url?eid=2-s2.0-85017509077&partnerID=MN8TOARS.
    10.1016/j.tcs.2017.03.045
  17. Leporati, A.; Manzoni, L.; Mauri, G.; Porreca, A.E.; Zandron, C.. "Characterising the complexity of tissue P systems with fission rules". Journal of Computer and System Sciences 90 (2017): 115-128. http://www.scopus.com/inward/record.url?eid=2-s2.0-85026294681&partnerID=MN8TOARS.
    10.1016/j.jcss.2017.06.008
  18. Castelli, M.; Manzoni, L.; Vanneschi, L.; Popovic, A.. "An expert system for extracting knowledge from customers’ reviews: The case of Amazon.com, Inc.". Expert Systems with Applications 84 (2017): 117-126. http://www.scopus.com/inward/record.url?eid=2-s2.0-85019055201&partnerID=MN8TOARS.
    10.1016/j.eswa.2017.05.008
  19. Dennunzio, A.; Formenti, E.; Manzoni, L.; Mauri, G.; Porreca, A.E.. "Computational complexity of finite asynchronous cellular automata". Theoretical Computer Science 664 (2017): 131-143. http://www.scopus.com/inward/record.url?eid=2-s2.0-84950256770&partnerID=MN8TOARS.
    10.1016/j.tcs.2015.12.003
  20. Castelli, M.; Manzoni, L.; Popovic, A.. "An Artificial Intelligence System to Predict Quality of Service in Banking Organizations". Computational Intelligence and Neuroscience 2016 (2016): http://www.scopus.com/inward/record.url?eid=2-s2.0-84975088472&partnerID=MN8TOARS.
    10.1155/2016/9139380
  21. Castelli, M.; Manzoni, L.; Vanneschi, L.; Silva, S.; Popovic, A.. "Self-tuning geometric semantic Genetic Programming". Genetic Programming and Evolvable Machines 17 1 (2016): 55-74. http://www.scopus.com/inward/record.url?eid=2-s2.0-84959103230&partnerID=MN8TOARS.
    10.1007/s10710-015-9251-7
  22. Leporati, A.; Manzoni, L.; Mauri, G.; Porreca, A.E.; Zandron, C.. "Monodirectional P systems". Natural Computing 15 4 (2016): 551-564. http://www.scopus.com/inward/record.url?eid=2-s2.0-84978710936&partnerID=MN8TOARS.
    10.1007/s11047-016-9565-2
  23. Leporati, A.; Manzoni, L.; Mauri, G.; Porreca, A.E.; Zandron, C.. "Trading geometric realism for efficiency in tissue P systems". Romanian Journal of Information Science and Technology 19 1-2 (2016): 17-30. http://www.scopus.com/inward/record.url?eid=2-s2.0-85018540746&partnerID=MN8TOARS.
  24. Azimi, S.; Gratie, C.; Ivanov, S.; Manzoni, L.; Petre, I.; Porreca, A.E.. "Complexity of model checking for reaction systems". Theoretical Computer Science 623 (2016): 103-113. http://www.scopus.com/inward/record.url?eid=2-s2.0-84949256201&partnerID=MN8TOARS.
    10.1016/j.tcs.2015.11.040
  25. Castelli, M.; Vanneschi, L.; Manzoni, L.; Popovic, A.. "Semantic genetic programming for fast and accurate data knowledge discovery". Swarm and Evolutionary Computation 26 (2016): 1-7. http://www.scopus.com/inward/record.url?eid=2-s2.0-84959566827&partnerID=MN8TOARS.
    10.1016/j.swevo.2015.07.001
  26. Dennunzio, A.; Formenti, E.; Manzoni, L.. "Reaction systems and extremal combinatorics properties". Theoretical Computer Science 598 (2015): 138-149. http://www.scopus.com/inward/record.url?eid=2-s2.0-84941584773&partnerID=MN8TOARS.
    10.1016/j.tcs.2015.06.001
  27. Dennunzio, A.; Formenti, E.; Manzoni, L.; Porreca, A.E.. "Ancestors, descendants, and gardens of Eden in reaction systems". Theoretical Computer Science 608 (2015): 16-26. http://www.scopus.com/inward/record.url?eid=2-s2.0-84949532776&partnerID=MN8TOARS.
    10.1016/j.tcs.2015.05.046
  28. Formenti, E.; Manzoni, L.; Porreca, A.E.. "On the complexity of occurrence and convergence problems in reaction systems". Natural Computing 14 1 (2015): 185-191. http://www.scopus.com/inward/record.url?eid=2-s2.0-84943015819&partnerID=MN8TOARS.
    10.1007/s11047-014-9456-3
  29. Leporati, A.; Manzoni, L.; Mauri, G.; Porreca, A.E.; Zandron, C.. "Membrane division, oracles, and the counting hierarchy". Fundamenta Informaticae 138 1-2 (2015): 97-111. http://www.scopus.com/inward/record.url?eid=2-s2.0-84927667920&partnerID=MN8TOARS.
    10.3233/FI-2015-1201
  30. Manzoni, L.; Umeo, H.. "The firing squad synchronization problem on CA with multiple updating cycles". Theoretical Computer Science 559 C (2014): 108-117. http://www.scopus.com/inward/record.url?eid=2-s2.0-84926324944&partnerID=MN8TOARS.
    10.1016/j.tcs.2014.08.011
  31. Manzoni, L.; Poças, D.; Porreca, A.E.. "Simple reaction systems and their classification". International Journal of Foundations of Computer Science 25 4 (2014): 441-457. http://www.scopus.com/inward/record.url?eid=2-s2.0-84905995402&partnerID=MN8TOARS.
    10.1142/S012905411440005x
  32. Leporati, A.; Manzoni, L.; Mauri, G.; Porreca, A.E.; Zandron, C.. "Constant-space p systems with active membranes". Fundamenta Informaticae 134 1-2 (2014): 111-128. http://www.scopus.com/inward/record.url?eid=2-s2.0-84912132027&partnerID=MN8TOARS.
    10.3233/FI-2014-1094
  33. Dennunzio, A.; Formenti, E.; Manzoni, L.. "Limit properties of doubly quiescent m-Asynchronous elementary cellular automata". Journal of Cellular Automata 9 5-6 (2014): 341-355. http://www.scopus.com/inward/record.url?eid=2-s2.0-84921885559&partnerID=MN8TOARS.
  34. Castelli, M.; Silva, S.; Manzoni, L.; Vanneschi, L.. "Geometric Selective Harmony Search". Information Sciences 279 (2014): 468-482. http://www.scopus.com/inward/record.url?eid=2-s2.0-84901851327&partnerID=MN8TOARS.
    10.1016/j.ins.2014.04.001
  35. Dennunzio, A.; Manzoni, L.; Mauri, G.; Porreca, A.E.. "Special issue unconventional computation and natural computation 2013 preface guest editors". International Journal of Foundations of Computer Science 25 4 (2014): 369-371. http://www.scopus.com/inward/record.url?eid=2-s2.0-84905978399&partnerID=MN8TOARS.
    10.1142/S0129054114020018
  36. Dennunzio, A.; Formenti, E.; Manzoni, L.; Mauri, G.. "M-Asynchronous cellular automata: From fairness to quasi-fairness". Natural Computing 12 4 (2013): 561-572. http://www.scopus.com/inward/record.url?eid=2-s2.0-84882327616&partnerID=MN8TOARS.
    10.1007/s11047-013-9386-5
  37. White, D.R.; McDermott, J.; Castelli, M.; Manzoni, L.; Goldman, B.W.; Kronberger, G.; Jaskowski, W.; O'Reilly, U.-M.; Luke, S.. "Better GP benchmarks: Community survey results and proposals". Genetic Programming and Evolvable Machines 14 1 (2013): 3-29. http://www.scopus.com/inward/record.url?eid=2-s2.0-84873706505&partnerID=MN8TOARS.
    10.1007/s10710-012-9177-2
  38. Manzoni, L.; Castelli, M.; Vanneschi, L.. "A new genetic programming framework based on reaction systems". Genetic Programming and Evolvable Machines 14 4 (2013): 457-471. http://www.scopus.com/inward/record.url?eid=2-s2.0-84881316704&partnerID=MN8TOARS.
    10.1007/s10710-013-9184-y
  39. Dennunzio, A.; Formenti, E.; Manzoni, L.. "Computing issues of asynchronous CA". Fundamenta Informaticae 120 2 (2012): 165-180. http://www.scopus.com/inward/record.url?eid=2-s2.0-84870801038&partnerID=MN8TOARS.
    10.3233/FI-2012-755
  40. Manzoni, L.. "Asynchronous cellular automata and dynamical properties". Natural Computing 11 2 (2012): 269-276. http://www.scopus.com/inward/record.url?eid=2-s2.0-84863984917&partnerID=MN8TOARS.
    10.1007/s11047-012-9308-y
  41. Manzoni, L.; Vanneschi, L.; Mauri, G.. "A distance between populations for one-point crossover in genetic algorithms". Theoretical Computer Science 429 (2012): 213-221. http://www.scopus.com/inward/record.url?eid=2-s2.0-84858341871&partnerID=MN8TOARS.
    10.1016/j.tcs.2011.12.041
Capítulo de livro
  1. Leporati, A.; Manzoni, L.; Mauri, G.; Porreca, A.E.; Zandron, C.. "Open problems in membrane computing and how not to solve them". 182-191. 2018.
    10.1007/978-3-030-00265-7_15
Livro
  1. Castelli, M.; Manzoni, L.; Mariot, L.; Saletta, M.. Extending local search in geometric semantic genetic programming. 2019.
    10.1007/978-3-030-30241-2_64
  2. Dennunzio, A.; Formenti, E.; Manzoni, L.; Margara, L.; Porreca, A.E.. Decidability of Sensitivity and Equicontinuity for Linear Higher-Order Cellular Automata. 2019.
    10.1007/978-3-030-13435-8_7
  3. García-Duro, J.; Manzoni, L.; Arias, I.; Casal, M.; Cruz, O.; Pesqueira, X.M.; Muñoz, A.; et al. Hidden Costs of Modelling Post-fire Plant Community Assembly Using Cellular Automata. 2018.
    10.1007/978-3-319-99813-8_6
  4. Castelli, M.; Gonçalves, I.; Manzoni, L.; Vanneschi, L.. Pruning techniques for mixed ensembles of genetic programming models. 2018.
    10.1007/978-3-319-77553-1_4
  5. Dennunzio, A.; Dorigatti, V.; Formenti, E.; Manzoni, L.; Porreca, A.E.. Polynomial Equations over Finite, Discrete-Time Dynamical Systems. 2018.
    10.1007/978-3-319-99813-8_27
  6. Leporati, A.; Manzoni, L.; Mauri, G.; Porreca, A.E.; Zandron, C.. Solving a special case of the P conjecture using dependency graphs with dissolution. 2018.
    10.1007/978-3-319-73359-3_13
  7. Mauri, G.; El Yacoubi, S.; Dennunzio, A.; Nishinari, K.; Manzoni, L.. Preface. 2018.
  8. Manzoni, L.; Mariot, L.. Cellular Automata Pseudo-Random Number Generators and Their Resistance to Asynchrony. 2018.
    10.1007/978-3-319-99813-8_39
  9. Leporati, A.; Manzoni, L.; Mauri, G.; Porreca, A.E.; Zandron, C.. Shallow non-confluent P systems. 2017.
    10.1007/978-3-319-54072-6_19
  10. Dennunzio, A.; Formenti, E.; Manzoni, L.; Porreca, A.E.. Preface. 2017.
  11. Dennunzio, A.; Formenti, E.; Manzoni, L.; Porreca, A.E.. Reachability in resource-bounded reaction systems. 2016.
    10.1007/978-3-319-30000-9_45
  12. Castelli, M.; De Felice, M.; Manzoni, L.; Vanneschi, L.. Electricity demand modelling with genetic programming. 2015.
    10.1007/978-3-319-23485-4_22
  13. Leporati, A.; Manzoni, L.; Mauri, G.; Porreca, A.E.; Zandron, C.. Tissue P systems can be simulated efficiently with counting oracles. 2015.
    10.1007/978-3-319-28475-0_17
  14. Mauri, G.; Leporati, A.; Manzoni, L.; Porreca, A.E.; Zandron, C.. Complexity classes for membrane systems: A survey. 2015.
    10.1007/978-3-319-15579-1_4
  15. Dennunzio, A.; Formenti, E.; Manzoni, L.; Porreca, A.E.. Preimage problems for reaction systems. 2015.
    10.1007/978-3-319-15579-1_42
  16. Leporati, A.; Manzoni, L.; Porreca, A.E.. Flattening and simulation of asynchronous divisionless P systems with active membranes. 2014.
    10.1007/978-3-642-54239-8_17
  17. Formenti, E.; Manzoni, L.; Porreca, A.E.. Fixed points and attractors of reaction systems. 2014.
    10.1007/978-3-319-08019-2_20
  18. Leporati, A.; Manzoni, L.; Mauri, G.; Porreca, A.E.; Zandron, C.. Simulating elementary active membranes with an application to the P conjecture. 2014.
    10.1007/978-3-319-14370-5_18
  19. Zandron, C.; Leporati, A.; Manzoni, L.; Mauri, G.; Porreca, A.. P systems with active membranes working in sublinear space. 2014.
    10.1007/978-3-319-14370-5_3
  20. Formenti, E.; Manzoni, L.; Porreca, A.E.. Cycles and global attractors of reaction systems. 2014.
    10.1007/978-3-319-09704-6_11
  21. Dennunzio, A.; Formenti, E.; Manzoni, L.. Extremal combinatorics of reaction systems. 2014.
    10.1007/978-3-319-04921-2_24
  22. Cattaneo, G.; Chiaselotti, G.; Dennunzio, A.; Formenti, E.; Manzoni, L.. Non uniform cellular automata description of signed partition versions of ice and sand pile models. 2014.
    10.1007/978-3-319-11520-7_13
  23. Vanneschi, L.; Castelli, M.; Manzoni, L.; Silva, S.. A new implementation of geometric semantic GP and its application to problems in pharmacokinetics. 2013.
    10.1007/978-3-642-37207-0_18
  24. Manzoni, L.; Porreca, A.E.. Reaction systems made simple a normal form and a classification theorem. 2013.
    10.1007/978-3-642-39074-6-15
  25. Mauri, G.; Dennunzio, A.; Manzoni, L.; Porreca, A.E.. Preface. 2013.
  26. Dennunzio, A.; Formenti, E.; Manzoni, L.; Mauri, G.. M-Asynchronous cellular automata. 2012.
    10.1007/978-3-642-33350-7-67
  27. Manzoni, L.; Castelli, M.; Vanneschi, L.. Evolutionary reaction systems. 2012.
    10.1007/978-3-642-29066-4_2
  28. Chandesris, J.; Dennunzio, A.; Formenti, E.; Manzoni, L.. Computational aspects of asynchronous cellular automata. 2011.
    10.1007/978-3-642-22321-1_41
  29. Castelli, M.; Manzoni, L.; Vanneschi, L.. A method to reuse old populations in genetic algorithms. 2011.
    10.1007/978-3-642-24769-9_11
  30. Castelli, M.; Manzoni, L.; Vanneschi, L.. Multi objective genetic programming for feature construction in classification problems. 2011.
    10.1007/978-3-642-25566-3_39
  31. Bandini, S.; Manenti, L.; Manzoni, L.; Manzoni, S.. Dealing with crowd crystals in MAS-based crowd simulation: A proposal. 2011.
    10.1007/978-3-642-23954-0_11
  32. Castelli, M.; Manzoni, L.; Silva, S.; Vanneschi, L.. A quantitative study of learning and generalization in genetic programming. 2011.
    10.1007/978-3-642-20407-4_3
  33. Manzoni, L.. Some formal properties of asynchronous cellular automata. 2010.
    10.1007/978-3-642-15979-4_44
Atividades

Orientação

Título / Tema
Papel desempenhado 		Curso (Tipo)
Instituição / Organização
2020 - 2020 Hybridizing Gradient Descent and Evolutionary Computation
Orientador
 Data Science and Scientific Computing (Mestrado)
Università degli Studi di Trieste Dipartimento d Matematica e Geoscienze, Itália
2020 - 2020 Time Series Clustering Of Portoguese Online Gamblers
Orientador
 Data Science and Scientific Computing (Mestrado)
Università degli Studi di Trieste Dipartimento d Matematica e Geoscienze, Itália
2017 - 2017 Algorithms and Complexity of the Algebraic Analysis of Finite Discrete Dynamical Systems
Coorientador
 Computer Science (Mestrado)
Università degli Studi di Milano-Bicocca, Itália

Arbitragem científica em revista

Nome da revista (ISSN) Editora
2022 - Atual Swarm and Evolutionary Computation Elsevier
Distinções

Prémio

2019 Best theoretical result of the year 2018 awarded by the International Membrane Computing Society (IMCS)
2018 Best paper award at CMC19
2017 Award “Giovani Talenti” (young talents), first position
Università degli Studi di Milano-Bicocca, Itália
2014 Best paper award at CMC15
2013 Best paper award at EuroGP 2013

Outra distinção

2012 JSPS Postoctoral Fellowship For Foreign Researchers
Japan Society for the Promotion of Science London, Reino Unido