Surprise Test for Deep Learning Model

Machine learning models like other software are vulnerable to wrong outputs and adversarial attacks. It is quite necessary to check for their correctness and robustness through various tests before deployment.

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Genetic Algorithms for Optimization

Genetic algorithms have gain popularity recently owing to its similarity to genetic evolution and use in optimization techniques. Prof John Holland, known as the father of genetic algorithms, presented the concept in 1960 at the University of Michigan. The idea was mainly inspired by Charles Darwin`s theory of Evolution. These algorithms are widely used in mathematics nowadays.

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