Title
Distributed Ant Colony Optimization Based on Actor Model
Abstract
•An actor-model based distributed ant-colony system is presented.•Scalability issues are shown and discussed.•The obtained results allow to run very efficiently ACO-based computing applications.•A direct follow-up is clearly visible, desynchronization of the pheromone table update should yield good scalability results in the future work.
Year
DOI
Venue
2019
10.1016/j.parco.2019.102573
Parallel Computing
Keywords
Field
DocType
Ant colony optimization,Distributed computing,Actor model of parallelism,Scala/Akka
Ant colony optimization algorithms,Population,Asynchrony,Swarm behaviour,Matrix (mathematics),Computer science,Theoretical computer science,Actor model,Metaheuristic,Scalability
Journal
Volume
ISSN
Citations 
90
0167-8191
1
PageRank 
References 
Authors
0.36
0
4
Name
Order
Citations
PageRank
Mateusz Starzec142.12
Grazyna Starzec232.10
Aleksander Byrski326945.03
Wojciech Turek48420.02