COMP20007 Design Of Algorithms Notes | Assignment Help | Syllabus
University: University Of Melbourne
“Programmers may select from a variety of data formats. Each will have its own set of strengths and limitations, as well as its own set of algorithms. This topic will go through some of the most often used data structures as well as the algorithms that go with them. The focus will be on proving algorithm correctness, analyzing algorithm performance, and selecting the appropriate data structure for the issue at hand.
CONTENT WITH INDICATIVE VALUE
Approximate string matching for a translation memory, involving dynamic programming, branch-and-bound search, and brute-force search using a variety of data structures (e.g. arrays, hash tables, tries); speech synthesis based on a pronouncing dictionary and pre-prepared grapheme-phoneme alignment data, based on parsing of the alignment data, hashing of the alignment data; and speech synthesis based on a pronouncing dictionary and pre-prepared (e.g. a simple unigram baseline or a hidden Markov model).
Learning outcomes that are expected
DESIRED LEARNING RESULTS (ILO)
After completing this topic, the student should be able to:
Graph algorithms, sophisticated sorting algorithms, dynamic programs, and greedy algorithms can all be read, written, and debugged.
Use intermediate data structures to read, write, and debug code.
Analyze the difficulty of various methods for intermediate problems before selecting one.
In a system programming language like C, read, write, and debug typical multi-module applications.
Skills that are universal
Students should have acquired the following abilities by the end of this subject:
Knowledge of basic scientific and engineering principles and the ability to apply it
Possessing the capacity to identify, formulate, and solve problems
The ability to solve issues, including the gathering and evaluating of data; the ability to think critically and independently; and the ability to reflect.
An understanding of the importance of lifelong learning as well as the ability to do so.”
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