A Systematic Literature Review on the Intersection of Self-X System Classes

Alongside the vision of autonomous systems, similar system concepts are being discussed in the research fields of highly automated, intelligent, adaptive, autonomic, and organic systems. Although these types of system are studied in scattered research fields that consider them as distinct system classes, they share similar characteristics and are interrelated to some extent. Experts in various fields present a very heterogeneous view on the intersection of autonomous and comparable system concepts, for example, as interchangeable, distinct, or complementary research approaches. Therefore, this study performs a systematic literature review based on more than 300 articles to investigate the intersection of the system classes, emphasizing their similarities, differences, and relationships from the current state-of-the-art.

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Publication Details

Journal
ACM Computing Surveys
Published
2025-11-27
DOI
https://doi.org/10.1145/3778859
Primary Topic
Advanced Software Engineering Methodologies
Type
article
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article

A Systematic Literature Review on the Intersection of Self-X System Classes

Michael Felderer, Daniel Maldonado Quinto, Inga Miadowicz
ACM Computing Surveys
Advanced Software Engineering Methodologies
article

A Systematic Literature Review on the Intersection of Self-X System Classes

Michael Felderer, Daniel Maldonado Quinto, Inga Miadowicz
article en

Abstract

Alongside the vision of autonomous systems, similar system concepts are being discussed in the research fields of highly automated, intelligent, adaptive, autonomic, and organic systems. Although these types of system are studied in scattered research fields that consider them as distinct system classes, they share similar characteristics and are interrelated to some extent. Experts in various fields present a very heterogeneous view on the intersection of autonomous and comparable system concepts, for example, as interchangeable, distinct, or complementary research approaches. Therefore, this study performs a systematic literature review based on more than 300 articles to investigate the intersection of the system classes, emphasizing their similarities, differences, and relationships from the current state-of-the-art.

ACM Computing SurveysVol. 58(7)
Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR) (DE)
Openalex Percentile: Top 80%
Advanced Software Engineering Methodologies
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