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CRC Press Computational Intelligence in Software Engineering

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Description

Explore the integration of advanced computational intelligence within the software development lifecycle. This technical resource from CRC Press examines how computational intelligence approaches can be applied to various software engineering challenges. Readers will learn how to address specific problems including software requirement prioritization, cost estimation, and reliability assessment. The text covers practical applications for defect prediction, maintainability and quality prediction, size estimation, and vulnerability prediction. It also provides guidance on test case selection and prioritization. By studying these methods, professionals can better manage complex software projects. The book introduces fundamental concepts such as expert systems, case-based reasoning, fuzzy logic, genetic algorithms, swarm computing, and rough sets. This makes it a valuable reference for understanding how modern computational techniques solve real-world engineering problems.

Key Features

Covers diverse software engineering tasks such as requirement prioritization, cost estimation, and size estimation.

Provides methods for defect prediction, vulnerability prediction, and reliability assessment to improve software quality.

Explains practical applications for test case selection and prioritization to optimize testing processes.

Introduces core computational concepts including fuzzy logic, genetic algorithms, and swarm computing.

Details the use of expert systems, case-based reasoning, and rough sets in engineering environments.

Addresses maintainability and quality prediction to help manage long-term software health.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
28 September 2020
Listed Since
15 April 2020

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No barcode data available

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