Software Engineering with Computational Intelligence

✍ Scribed by Jonathan Lee (auth.), Prof. Jonathan Lee (eds.)

Publisher: Springer-Verlag Berlin Heidelberg
Year: 2003
Tongue: English
Leaves: 275
Series: Studies in Fuzziness and Soft Computing 121
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This edited book invites the reader to explore how the latest technologies developed in computational intelligence can be extended and applied to software engineering. Leading experts demonstrate how this recent confluence of software engineering and computational intelligence provides a powerful tool to address the increasing demand for complex applications in diversified areas, the ever-increasing complexity and size of software systems, and the inherently imperfect nature of the information. The presented treatments to software modeling and formal analysis permit the extension of computational intelligence to various phases in software life cycles, such as managing fuzziness resident in the requirements, coping with fuzzy objects and imprecise knowledge, and handling uncertainty encountered in quality prediction.

✦ Table of Contents

Front Matter....Pages I-XI
Introduction to Software Engineering with Computational Intelligence....Pages 1-7
Fuzzy Concepts and Formal Methods....Pages 9-49
Trade-off Requirement Engineering....Pages 51-72
A Generalized Object-Oriented Data Model Based on Level-2 Fuzzy Sets....Pages 73-108
Modelling Imperfect Spatial Information in a Fuzzy Object Oriented Database....Pages 109-129
Using Classical Object-Oriented Features to Build a Fuzzy O-O Database System....Pages 131-155
Domain Analysis for the Engineering of Spatiotemporal Software....Pages 157-170
Object-Oriented Framework of Fuzzy Knowledge Systems....Pages 171-182
Fuzzy Evaluation of Domain Knowledge....Pages 183-201
Application of Fuzzy Rule Extraction to Minimize the Costs of Misclassification on Software Quality Modeling....Pages 203-241
Processing Software Engineering Data: Granular-based Approach....Pages 243-268
Back Matter....Pages 269-270

✦ Subjects

Complexity; Software Engineering; Simulation and Modeling; Visualization; Computational Intelligence

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