Computational Intelligence and Quantitative Software Engineering

Häftad, Engelska, 2018

Del i serien Studies in Computational Intelligence

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Beskrivning

In a down-to-the earth manner, the volume lucidly presents how the fundamental concepts, methodology, and algorithms of Computational Intelligence are efficiently exploited in Software Engineering and opens up a novel and promising avenue of a comprehensive analysis and advanced design of software artifacts.

Produktinformation

Utgivningsdatum:2018-03-30
Mått:155 x 235 x 13 mm
Vikt:341 g
Format:Häftad
Språk:Engelska
Serie:Studies in Computational Intelligence
Antal sidor:207
Förlag:Springer International Publishing AG
ISBN:9783319798660

Utforska kategorier

Artificiell intelligens inom Data och IT
Programmeringsböcker inom Data och IT

Recensioner i media

“An overview of the current state of the art in the use of computational intelligence in software engineering is presented in this book. … Each application chapter concludes with a comprehensive bibliography. … The book can be recommended to practitioners interested in improving their quantitative evaluations in the field of software engineering.” (J. P. E. Hodgson, Computing Reviews, March, 2016)

Innehållsförteckning

The Role of Computational Intelligence in Quantitative Software Engineering.- Computational Intelligence: An Introduction.- Towards Benchmarking Feature Subset Selection Methods for Software Fault Prediction.- Evolutionary Computation for Software Product Line Testing: An Overview and Open Challenges.- Metaheuristic Optimisation and Mutation-Driven Test Data Generation.- Measuring the Utility of Functional-Based Software Using Centroid-Adjusted Class Labelling.- Toward Accurate Software Effort Prediction Using Multiple Classifier Systems.- Complex Specifications Requirements Software Quantitative.- Possibilistic Assessment of Process-Related Disclosure Risks on the Cloud.