A novel approach on evolutionary dynamics analysis–a progress report

I Zelinka, L Tomaszek, P Vasant, TT Dao… - Journal of Computational …, 2018 - Elsevier
In this paper, we discuss the possibility of unique mutual fusion of evolutionary algorithms,
complex networks, strange dynamics and hidden attractors. As demonstrated in many …

Exploring the shortest path in PSO communication network

M Pluhacek, R Senkerik, A Viktorin… - 2017 IEEE Symposium …, 2017 - ieeexplore.ieee.org
In the recent years, complex networks and other network structures were successfully
combined with various evolutionary computational techniques (ECTs) to improve the …

A brief overview of the synergy between metaheuristics and unconventional dynamics

R Senkerik - AETA 2018-Recent Advances in Electrical Engineering …, 2020 - Springer
This brief review paper focuses on the modern and original hybridization of the
unconventional dynamics and the metaheuristic optimization algorithms. It discusses the …

Towards Better Visualization of Permutation Evolution

P Krömer - 2021 IEEE Symposium Series on Computational …, 2021 - ieeexplore.ieee.org
Visualization of evolutionary and swarm computation plays an important role in
understanding the problem-solving strategies they represent. It allows the description of how …

On Relation Between Swarm and Evolutionary Dynamics and Complex Networks

I Zelinka, R Šenkeřík - … and Complexity: Multiscale Evolutionary Models of …, 2019 - Springer
This paper is an introduction to a novel method for visualizing the dynamics of evolutionary
algorithms in the form of networks. The whole idea is based on the obvious similarity …

Complex network analysis of firefly algorithm population dynamics

M Metlicka, D Davendra - 2017 IEEE Symposium Series on …, 2017 - ieeexplore.ieee.org
This paper succeeds former work on complex networks formed by evolutionary algorithms
dynamics, offering the insight into communication model of yet another type of swarm based …

[PDF][PDF] A Review On The Simulation of Social Networks Inside Heuristic Algorithms.

R Senkerik, M Pluhacek, A Viktorin, T Kadavy… - ECMS, 2018 - scs-europe.net
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 …