Название: Component-Based Systems: Estimating Efforts Using Soft Computing Techniques
Автор: Kirti Seth, Ashish Seth
Издательство: CRC Press
Год: 2021
Страниц: 113
Язык: английский
Формат: pdf (true)
Размер: 10.4 MB

Businesses today are faced with a highly competitive market and fast-changing technologies. In order to meet demanding customers’ needs, they rely on high quality software. A new field of study, soft computing techniques, is needed to estimate the efforts invested in component-based software.

Component-Based Systems: Estimating Efforts Using Soft Computing Techniques is an important resource that uses computer-based models for estimating efforts of software. It provides an overview of component-based software engineering, while addressing uncertainty involved in effort estimation and expert opinions. This book will also instruct the reader how to develop mathematical models.

Over the past few decades, effort estimations for software systems have caught the attention of researchers. Although there are techniques for effort estimation of legacy systems, there are very few techniques for estimating efforts in Component-Based Systems. This book focuses on the effort estimation of Component-Based Systems based on Soft Computing Techniques. Specifically, this book focuses on the following three techniques:

- Mathematical Model-Based Techniques.
- Fuzzy Logic-Based Techniques.
- Genetic Algorithm-Based Techniques.

This book is an excellent source of information for students and researchers to learn soft computing models, their applications in software management, and will help software developers, managers, and those in the industry to apply soft computing techniques to estimate efforts.