Fuzzy Systems in Bio-inspired Computing: State-of-the-Art Literature Review

Cengiz Kahraman*, Basar Oztaysi, Sezi Cevik Onar, Selcuk Cebi

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

Abstract

Bio-inspired computing whose examples can be found in artificial intelligence is a research method for solving problems using computer models based on the principles of biology and nature. Applications of bio-inspired computing involve genetic algorithms, neural networks, artificial immune systems, sensory networks, and others. These applications sometimes need to work under incomplete and vague data and the fuzzy set theory can help model the problem under these conditions. Literature has already employed the fuzzy set theory in bio-inspired computing such as fuzzy genetic algorithms, fuzzy artificial immune systems, and fuzzy ant colony systems. Although there are many fuzzy-enhanced bio-inspired computing approaches, a systematic review that classifies these approaches is missing in the literature. Understanding how and where to use relevant fuzzy bio-inspired computing is crucial both for academicians and practitioners. Thus, this paper presents a state-of-the-art literature review for fuzzy bio-inspired computing; tabular and graphical illustrations show the numerical results of the literature review indicating that there is a large acceleration on this research area in recent years.

Original languageEnglish
Title of host publicationInnovations in Bio-Inspired Computing and Applications - Proceedings of the 13th International Conference on Innovations in Bio-Inspired Computing and Applications IBICA 2022
EditorsAjith Abraham, Ajith Abraham, Niketa Gandhi, Anu Bajaj, Ana Maria Madureira, Cengiz Kahraman
PublisherSpringer Science and Business Media Deutschland GmbH
Pages62-74
Number of pages13
ISBN (Print)9783031274985
DOIs
Publication statusPublished - 2023
Event13th International Conference on Innovations in Bio-Inspired Computing and Applications, IBICA 2022, and 12th World Congress on Information and Communication Technologies, WICT 2022 - Virtual, Online
Duration: 15 Dec 202217 Dec 2022

Publication series

NameLecture Notes in Networks and Systems
Volume649 LNNS
ISSN (Print)2367-3370
ISSN (Electronic)2367-3389

Conference

Conference13th International Conference on Innovations in Bio-Inspired Computing and Applications, IBICA 2022, and 12th World Congress on Information and Communication Technologies, WICT 2022
CityVirtual, Online
Period15/12/2217/12/22

Bibliographical note

Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

Keywords

  • Artificial intelligence
  • Bio-inspired computing
  • Cellular automation
  • Fuzzy sets
  • Genetic algorithms
  • Literature review

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