COMP90038 Algorithms And Complexity Notes | Assignment Help | Syllabus
University: University Of Melbourne
“Students will gain knowledge and skill in evaluating and developing computer programs for computational efficiency in this course. Although computers modify data rapidly, we must devise methods to ensure that the computations are combined efficiently in order to tackle large-scale issues. An elegant theory of computing efficiency emerged in the second part of the twentieth century. This course covers the basics of this theory as well as many of the famous algorithms and data structures that are used to address common computational problems. Distance calculations in networks, searching for things in huge datasets, and sorting them in order are examples of these problems.
CONTENT WITH INDICATIVE VALUE
Complexity classes and asymptotic notation are covered, as well as empirical algorithm analysis, abstract data types such as queues, trees, priority queues, and graphs, algorithmic techniques such as brute force, divide-and-conquer, dynamic programming, and greedy approaches, space and time trade-offs, and theoretical limits of algorithm power.
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