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Heuristic Search and Optimisation (CS423)

Course description

Search and optimization are the fundamental building blocks of AI. Almost all problems in AI (including machine learning) involve some sort of search or optimization. This course will cover the basics of search and optimization. Broadly, the course will be split along two axes: one is discrete vs continuous optimization, and another is heuristic methods vs exact techniques. The applications of the topics covered in class is immediate, for example, shortest path problems are used by all mappin...


Pre-requisites

Seminar Required

Graded, 1.0 Credit Units


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