Table of Contents
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Design and Analysis of Algorithms:
A good understanding of algorithms is essential to a well-rounded understanding of computer science: editing. Unlike a program, an algorithm is a mathematical business, independent of a specific programming language, machine, or producer. So, in a way, the design of the algorithm is about mathematical theory after the design of good programs.
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An algorithm is any well-defined calculation process that takes certain values, or a set of values, as input and generates a certain value, or a set of values, as output. The algorithm is therefore a sequence of calculation steps that converts inputs into output.
CS502 Design and Analysis of Algorithms:
In order to build good algorithms, we must first comply with the terms of algorithms. The emphasis in this study will be on building an efficient algorithm, and that is why we will be measuring algorithms according to the number of calculation resources required by the algorithm.
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These resources include a lot of time and memory. Depending on the request, there may be more considerable features, such as the disk number accessed in the database system or the network bandwidth of the network application.
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Unlike programs, algorithms should be understood primarily by people (i.e. program planners) and not machines. So it gives us a little bit of flexibility in how we present our algorithms, and a lot of low-level information may be left out (as it will be the job of the editor who uses the algorithm to complete it.
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But, in order to say anything logical about our algorithms, it will be important for us to be based on a mathematical model. Ideally, this model should be a logical release of a standard generic single-processor machine. We call this model a random access machine or RAM.