Paper Info
Title
A Review On The Simulation Of Social Networks Inside Heuristic Algorithms
Abstract
This paper represents a comprehensive review of selected methods for visualization of the population dynamics of the swarm and evolutionary algorithms in the form of networks. The whole idea is based on the obvious similarity between interactions between individuals in a swarm and evolutionary algorithms and for example, users of social networks, society, etc. The analogy between individuals from the population used in an arbitrary evolutionary or swarm-based algorithm and vertices (nodes) of a network is discussed here, as well as between edges in a network and communication between individuals in a population. Simple experiments with four well-known heuristic algorithms are described here, giving an insight into different approaches to the building of the network during metaheuristic run.
Year
DOI
Venue
2018
10.7148/2018-0176
32ND EUROPEAN CONFERENCE ON MODELLING AND SIMULATION (ECMS 2018)
Keywords
Field
DocType
Social networks, Graphs, Analysis, Evolutionary algorithms, Swarm Algorithms
Heuristic,Social network,Computer science,Artificial intelligence
Conference
Citations 
PageRank 
References 
0
0.34
0
Authors
6
Name
Order
Citations
PageRank
Roman Senkerik137574.92
Michal Pluhacek221747.34
Adam Viktorin32916.76
Tomas Kadavy42020.97
Jakub Janostik541.74
Zuzana Kominkova Oplatkova68417.68