Wilfredo Alfonso

Prof. Wilfredo Alfonso

IEEE - IEEE Membership Member No.90847850
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Biography

Assistant Professor at School of Electrical and Electronics Engineering, Universidad del Valle. I got my Ph.D. at Universidad del Valle in 2016 under the instruction of Prof. Eduardo Caicedo and Prof. Kevin Passino. The researching work titled: "Multimodal Optimization Algorithm based on Honeybee Social Foraging - Approach and Stability Analysis" is inspired in beehive foraging behavior to solve multi-modal optimization problems, which shows swarm stability analysis. That proposal was endorsed by COLCIENCIAS through Francisco José de Caldas, national doctoral educational program (Grants #528). I got my MS degree at Universidad del Valle in 2010. My MS thesis, "Bio-inspired methods for data mining and clustering" compared and proposed a new approach based in honeybees against artificial neural networks (Self-Organizing Maps and Neural Gas), fuzzy inference system (Fuzzy Joint Points), ant colony algorithm, and particle swarm clustering methods. I also got my undergraduate degree at Universidad del Valle in 2007.

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