Improving software quality by new computational intelligence approaches

Florin Popentiu-Vladicescu, Grigore Albeanu, Henrik Madsen

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Abstract

- Obtaining reliable and efficient software under optimal resource allocation is an important objective of software engineering science. This work investigates the usage of classical and recent development paradigms of computational intelligence (CI) to fulfill this objective. The main software engineering steps asking for CI tools are: product requirements analysis and precise software specification development, short time development by evolving automatic programming and pattern test generation, increasing dependability by specific design, minimizing software cost by predictive techniques, and optimal maintenance plans. The tasks solved by CI are related to classification, searching, optimization, and prediction. The following CI paradigms were found useful to help software engineers: fuzzy and intuitionistic fuzzy thinking over sets and numbers, nature inspired techniques for searching and optimization, bio inspired strategies for generating scenarios according to genetic algorithms, genetic programming, and immune algorithms.
Original languageEnglish
Title of host publicationProceedings of 25th ISSAT International Conference on Reliability & Quality in Design
Publication date2019
Pages152-156
Article numberRQD25-152
ISBN (Print)9780991057672
Publication statusPublished - 2019
Event25th ISSAT International Conference on Reliability & Quality in Design - Bally's Las Vegas Hotel & Casino, Las Vegas, United States
Duration: 1 Aug 20193 Aug 2019

Conference

Conference25th ISSAT International Conference on Reliability & Quality in Design
LocationBally's Las Vegas Hotel & Casino
CountryUnited States
CityLas Vegas
Period01/08/201903/08/2019

Cite this

Popentiu-Vladicescu, F., Albeanu, G., & Madsen, H. (2019). Improving software quality by new computational intelligence approaches. In Proceedings of 25th ISSAT International Conference on Reliability & Quality in Design (pp. 152-156). [RQD25-152]