Algorithms design and analysis pdf

  • An algorithm is a finite procedure, with a well-defined set of steps, aimed at solving a specific problem.
    Algorithms are present in any problem-solving task involving the use of computers in numerical or nonnumerical applications.
  • Another way to analyze algorithms is through experimental analysis, which involves running the algorithm on a set of inputs and measuring its actual performance.
    Experimental analysis can give you a more accurate picture of an algorithm's performance, but it can be time-consuming and may only sometimes be feasible.

What is a desirable characteristic of an algorithm?

Yet another desirable characteristic of an algorithm isgenerality

There are, in fact, two issues here: generality of the problem the algorithm solves and the set of inputs it accepts

On the first issue, note that it is sometimes easier to design an algorithm for a problem posed in more general terms


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