Auraham Camacho

I am a student at Cinvestav, advised by Dr. Gregorio Toscano Pulido and Dr. Ricardo Landa Becerra. I am interested in evolutionary algorithms, multi and many objective optimization.

[bitbucket] [acamacho :at: tamps.cinvestav.mx]

Publications

A Hybrid Surrogate-Assisted Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization

Kanzhen Wan, Cheng He, Auraham Camacho, Ke Shang, Rang Cheng, and Hisao Ishibuchi

[paper]

Indicator-based Weight Adaptation for Solving Many-Objective Optimization Problems

Auraham Camacho, Gregorio Toscano, Ricardo Landa, and Hisao Ishibuchi

[paper] [code]

Projects

Rocket

Our framework for evaluating multiobjective evolutionary algorithms.

[code]

Very Fast Non-dominated Sorting (VFNS)

A python implementation of VFNS.

[code]

Misc Links

Flappy Bird and Evolutionary Algorithms

Learn how to use Cartesian Genetic Programming (CPG) by creating a player for Flappy Bird. The player (bird) is encoded as a graph. A population of birds is evolved to learn how to fly.

[code] [post]

PlatEMO

A MATLAB-based framework for experimenting with multiobjective evolutionary algorithms.

[code]

The Unreasonable Effectiveness of Recurrent Neural Networks

Andrej Karpathy explains what is a Recurrent Neural Network (RNN), and how to use it for tasks like image captioning.