Contact
Félix-Antoine Fortin
Laboratoire de vision et systèmes numériques
Département de génie électrique et de génie informatique
Pavillon Adrien-Pouliot
Université Laval
Québec (Québec), Canada G1V 0A6
office: PLT-1102-A
email: felix-antoine.fortin.1 at ulaval.ca
Projects
- DEAP: Distributed Evolutionary Algorithms in Python
- eCANDY: Evolutionary Camera Network Deploy
- Open BEAGLE: A Generic Evolutionary Computation Framework in C++
- SCOOP: Scalable COncurent Operations in Python
Publications
- Félix-Antoine Fortin, Simon Grenier, and Marc Parizeau. "Generalizing the Improved Run-Time Complexity Algorithm for Non-Dominated Sorting", Genetic and Evolutionary Computation Conference (GECCO 2013), 2013.
- Félix-Antoine Fortin and Marc Parizeau. "Revisiting the NSGA-II Crowding-Distance Computation". Genetic and Evolutionary Computation Conference (GECCO 2013), 2013
- Félix-Antoine Fortin, François-Michel De Rainville, Marc-André Gardner, Marc Parizeau and Christian Gagné, "DEAP: Evolutionary Algorithms Made Easy", Journal of Machine Learning Research, pp. 2171-2175, no 13, jul 2012.
- François-Michel De Rainville, Audrey Durand, Félix-Antoine Fortin, Kevin Tanguy, Xavier Maldague, Bernard Panneton and Marie-Josée Simard, "Bayesian Classification and Unsupervised Learning for Isolating Weeds in Row Crops", Pattern Analysis & Applications, pp. 1-14, 2012.
- François-Michel De Rainville, Félix-Antoine Fortin, Marc-André Gardner, Marc Parizeau and Christian Gagné, "DEAP: A Python Framework for Evolutionary Algorithms", in EvoSoft Workshop, Companion proc. of the Genetic and Evolutionary Computation Conference (GECCO 2012), July 07-11 2012.
Research Interests
- Evolutionary Algorithms
- High Performance Computing
- Machine Learning
- Multimodal Optimization
- Sensor Networks