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Master Student
Address:
Tijuana Baja California Mexico

Email: cesar.bernal@tectijuana.edu.mx

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Actual studies

Master in Sciences of Engineering, Instituto Tecnológico de Tijuana

Investigation Topic

 Local Optimization Algorithm for genetic programming in graphic processing units.

General Objectives

Develop a hibrid algorithm of genetic programming, that combines neat-GP algorithm with numerical strategies of local optimization and syntactic strategies of local optimization, using a efficient implementation that executes in graphic processing units

Specific Objectives

Implement and evaluate numerical optimization strategies for neat-GP, based on CMA-ES

Implement and evaluate numerical optimization strategies for neat-GP, based on Differential Evolution

Implement and evaluate the proposed algorithms in problems of supervised learning.

Implement the proposed algorithms for local search in GPU's.

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