CO553: Introduction to Machine Learning | Department of Computing

This is an archived version of the course. Please see the latest version of the course.

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
Recording of Live Session

Genetic Algorithms

The first family of algorithms that we cover is the Genetic Algorithms, which are tailored to deal with binary strings (i.e., discrete optimisation problems):

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