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A software complexity measure based on program proof complexity

Posted on:1994-01-30Degree:Ph.DType:Thesis
University:Stevens Institute of TechnologyCandidate:Kuo, Yih-Chyau JosephFull Text:PDF
GTID:2478390014992929Subject:Computer Science
Abstract/Summary:
This thesis is an investigation into the quantification of software design complexity. A measure of software design complexity is an important factor in describing, explaining, evaluating, and predicting key aspects of the development and maintenance of computer programs.;A mathematical model of software complexity using a structured flow graph scheme is discussed. Based on this model, a novel software complexity measure is developed. This measure of a program reflects the intellectual difficulty of reasoning about the programs' design. This difficulty is expressed in terms of the difficulty of correctness proof of the program.;The relative design complexity of abstract data types is expressed in terms of the relative complexity of abstract-to-concrete representation mappings.;Comparisons among the developed complexity measure, the traditional lines of code measure, Halstead's Software Science metrics, and McCabe's cyclomatic measure are given.
Keywords/Search Tags:Measure, Software, Complexity, Program
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