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Introduction to Machine Learning

COMP70091 Spring Term 2024/2025

Module 7

Evolutionary Algorithms

  • Introduction to Module 7
  • History and General concepts
  • Genetic Algorithms
  • Evolutionary Strategies
  • Novelty Search
  • Qualtiy-Diversity Optimisation
  • MAP-Elites
  • Conclusion
  • Quiz - Evolutionary Algorithms

Novelty Search

Now that we have covered the two most standard families of evolutionary algorithms, let’s move on some “state-of-the-art” concepts. The first one is Novelty Search:

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Department of Computing | Imperial College London