I am working on the implementation of the attached paper. I need to test a novel fitness function for the Genetic Algorithm which optimizes a neural network. How can I:

1. specify a custom fitness function for Genetic Algorithm in MATLab, and

2. use this Genetic Algorithm to optimize a neural network?

Any guidance on how can I get started to solve this problem would be appreciated.

http://ieeexplore.ieee.org/document/4696407/

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