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Journal ArticleDOI

A Complexity Measure

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TLDR
Several properties of the graph-theoretic complexity are proved which show, for example, that complexity is independent of physical size and complexity depends only on the decision structure of a program.
Abstract
This paper describes a graph-theoretic complexity measure and illustrates how it can be used to manage and control program complexity. The paper first explains how the graph-theory concepts apply and gives an intuitive explanation of the graph concepts in programming terms. The control graphs of several actual Fortran programs are then presented to illustrate the correlation between intuitive complexity and the graph-theoretic complexity. Several properties of the graph-theoretic complexity are then proved which show, for example, that complexity is independent of physical size (adding or subtracting functional statements leaves complexity unchanged) and complexity depends only on the decision structure of a program.

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Citations
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Journal ArticleDOI

Program Complexity and Programmer Productivity

TL;DR: A measure of program control complexity from an information theory viewpoint is proposed and a set of empirical data reveals a step-function-like contour to programmer productivity with increasingprogram control complexity.
Proceedings ArticleDOI

CodeWrite: supporting student-driven practice of java

TL;DR: This paper describes and evaluates CodeWrite, a web-based tool that provides drill and practice support for Java programming, and for which testing plays a central role in its use.
Journal ArticleDOI

Toward a Smell-Aware Bug Prediction Model

TL;DR: This paper captures previous findings on bug-proneness to build a specialized bug prediction model for smelly classes and demonstrates how such model classifies bug-prone code components with an F-Measure at least 13 percent higher than the existing state-of-the-art models.
Journal ArticleDOI

Model-Based Verification of Embedded Software

Hesham Shokry, +1 more
- 01 Apr 2009 - 
TL;DR: Current advances in model-based development technology indicate that embedded-software developers can expect more tool support for the whole embedded- software spectrum, from applications to system software.
Proceedings ArticleDOI

Revisiting unsupervised learning for defect prediction

TL;DR: In this paper, Yang et al. showed that supervised predictors did not perform outstandingly better than unsupervised ones for effort-aware just-in-time defect prediction.
References
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Journal ArticleDOI

Structured Programming with go to Statements

TL;DR: For serious students of structured programming, and also for language designers, Knuth's "Structured Programming with go to Statements" is probably the paper to read.
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Analysis of structured programs

TL;DR: It is shown that an arbitrary program P is reducible to a D-chart if and only if P does not contain a loop with two distinct exits.
Journal ArticleDOI

A genealogy of control structures

TL;DR: It is argued further that there is insufficient evidence to warrant more than if-then-else, while-do, and their variants and the importance of one-in, one-out control structures as operational abstractions.