Computational Intelligence and Quantitative Software Engineering

Häftad, Engelska, 2018

AvWitold Pedrycz,Giancarlo Succi,Alberto Sillitti

1 409 kr

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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

Utgivningsdatum2018-03-30
Mått155 x 235 x 13 mm
Vikt341 g
FormatHäftad
SpråkEngelska
SerieStudies in Computational Intelligence
Antal sidor207
FörlagSpringer International Publishing AG
ISBN9783319798660

Tillhör följande kategorier

Programmeringsböcker inom Data och IT
Artificiell intelligens inom Data och IT
Programvaruutveckling inom Data och IT

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.

“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)