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In a rainforest there is no ‘best’ solution - John Holland

Clearly lack of a sound theoretical basis or proof for why deep learning works has not stopped its proliferation. For a practitioner, the proof is in the pudding: generalized resul…

An important difference is the manner by which 'exploration' is codified in evolutionary algorithms, which allows for these algorithms to have a tune-able mix of hill-climbing and …

There are well known problems that evolutionary systems are much better at solving than NNs. The multiplexer problem, for instance, or sorting networks, where the search space is t…