Bio-inspired VANET routing optimization: an overview A taxonomy of notable VANET routing problems, overview, advancement state, and future perspective under the bio-inspired optimization approaches

• Published in: The Artificial intelligence review Vol. 54; no. 2; pp. 1005 - 1062
• Main Authors: Azzoug, Youcef, Boukra, Abdelmadjid
• Format: Journal Article
• Language: English
• Published: Dordrecht Springer Netherlands 01.02.2021
• Subjects: Artificial Intelligence; Computer Science; Swarm-inspired optimization; VANETs; Parameters tuning; VDTN routing; Evolutionary algorithms; Clustering algorithms
• ISSN: 0269-2821; 1573-7462
• DOI: 10.1007/s10462-020-09868-9

This paper demonstrates a recapitulated historic evolution further to a future overview of all vehicular ad-hoc network (VANET) routing problems that concern either directly related routing tasks or targeting a set of diverse routing-related techniques with the aid of the bio-inspired approaches. In this lecture, we serialize, in a synchronous observation, the evolution and tendencies of the VANET routing problem’s solving simultaneously with the emergence of different classes of nature-based meta-heuristics, by bringing a proposed taxonomy of different major VANET routing problems seen their nature, studied range and metaheuristic types used for their optimization. Then, we follow with a visionary deduction of the other appearing routing issues of VANETs that can be approached or already began to be solved by nature-inspired optimization algorithms. Noting that each spread routing problem is illustrated with notable related works, describing initially realized conventional protocols to vulgarize different routing modules, then detailing bio-inspired protocols for VANET routing to explain the utility of nature-inspired optimization techniques. The motivation of this work came from the lack of a reference classifying the VANET-related routing problems within the notion of nature-inspired optimization. That’s further to giving and up-to-date literature on the context for opening out a visionary opinion on the tendencies of either emerging recent bio-inspired optimization approaches or the different metaheuristic-based combinations on specific VANET routing problems.