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CS 478 - Evolutionary Algorithms 1 - Neural Networks and Machine ...

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There exist mathematical proofs that evolutionary techniques are<br />

efficient search strategies<br />

There are a number of different <strong>Evolutionary</strong> algorithm approaches<br />

– Genetic <strong>Algorithms</strong><br />

– <strong>Evolutionary</strong> Programming<br />

– Evolution Strategies<br />

– Genetic Programming<br />

Strategies differ in representations, selection, operators, evaluation,<br />

survival, etc.<br />

Some independently discovered, initially function optimization<br />

(EP, ES)<br />

Strategies continue to “evolve”<br />

<strong>CS</strong> <strong>478</strong> - <strong>Evolutionary</strong> <strong>Algorithms</strong> 17

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