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Technische Universität Berlin – Universitätsbibliothek
Loop Patterns in C Programs
2015
In this work, we conduct a systematic study of loops in C programs. We describe static analyses capable of efficiently identifying definite iteration in C code. Our experiments show that over one third of loops in our benchmarks take this form. To cover furth…
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Algorithm

Sequence of operations for a task

In mathematics and computer science, an algorithm ( ) is a finite sequence of mathematically rigorous instructions, typically used to solve a class of specific problems or to perform a computation. Algorithms are used as specifications for performing calculations and data processing. More advanced algorithms can use conditionals to divert the code execution through various routes (referred to as automated decision-making) and deduce valid inferences (referred to as automated reasoning).

In contrast, a heuristic is an approach to solving problems without well- defined correct or optimal results. For example, although social media recommender systems are commonly called "algorithms", they actually rely on heuristics as there is no truly "correct" recommendation.

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Technische Universität Berlin – Universitätsbibliothek
Loop Patterns in C Programs
2015
In this work, we conduct a systematic study of loops in C programs. We describe static analyses capable of efficiently identifying definite iteration in C code. Our experiments show that over one third of loops in our benchmarks take this form. To cover further loops, we systematically weaken our definition of definite iteration and derive a family of loop classes that are heuristics for definite iteration. We then measure the occurrence of these classes on real-world C code and investigate which statements are us…
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