Title
Usage of Evolutionary Algorithms in Swarm Robotics and Design Problems
Abstract
In this study, the general structure of swarm robotics is examined. Algorithms inspired by nature, which form the basis of swarm robotics, are introduced. Communication topologies in robotic swarms, which are similar to the communication methods between living things moving in nature, are included and how these can be used in swarm communication is emphasized. With the developed algorithms, how the swarm can imitate nature and what tasks it can perform have been explained. The various problems that will be encountered in terms of the design of the optimization methods used during the control of the swarm and the solutions are simulated using the Webots software. As a result, ideas on the solutions of these problems and suggestions are proposed.
Year
DOI
Venue
2022
10.3390/s22124437
SENSORS
Keywords
DocType
Volume
swarm robotics, optimization, multi robotic systems, evolutionary algorithm, simulation
Journal
22
Issue
ISSN
Citations 
12
1424-8220
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Levent Türkler100.34
Taner Akkan200.34
Ozlem Karaca351.43