CV Lattes
Universidade de São Paulo (USP). Instituto de Ciências Matemáticas e de Computação (ICMC) (Institutional affiliation from the last research proposal) Birthplace: Brazil
Jean Martins is a computer scientist and holds a master's degree from the Universidade Federal de Goiás (2007,2010), and a PhD by the Institute of Computational and Mathematical Sciences (ICMC) the University of São Paulo (2015). He was a visiting pos-doc researcher at the University of Coimbra, Portugal (2015-2016). From 2017 to 2018 he was a professor at Universidade Tecnológica Federal do Paraná (UTFPR), in the area of algorithms and complexity. In 2018 joined Ericsson Research as a Experienced Researcher in Artificial Intelligence applied to telecom networks. His main area of research concerns combinatorial optimization problems, and more recently machine learning and reinforcement learning. (Source: Lattes Curriculum)
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Model-based Genetic Algorithms (MBGAs) represent a class of GAs which use probabilistic models to enable the development of more effective search operators. Although these algorithms show significant results in single-objective optimization, their adaptation to the multiobjective context, in general, have not shown the same success. In this project we investigate the main difficulties fac…
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