TY - GEN
T1 - Composable Evolutionary Computation
AU - Zenisek, Jan
AU - Bachinger, Florian
AU - Holzinger, Florian
AU - Pitzer, Erik
AU - Wagner, Stefan
AU - Affenzeller, Michael
N1 - Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2025.
PY - 2025
Y1 - 2025
N2 - Distributed algorithm design and execution has been a central aspect of evolutionary computation research ever since. Be it to spread and balance workload over many computational nodes to improve runtime performance, or to facilitate new algorithmic strategies, such as co-evolutionary approaches, for instance, to optimize convergence behavior. Although many software-research projects support distributed evolutionary computation, we see potential to further improve the usability of respective algorithm design. In this paper, we present a containerized software system, incorporating a domain specific design language, to address this issue. The performed experiments prove the developed system’s applicability and support further research leads.
AB - Distributed algorithm design and execution has been a central aspect of evolutionary computation research ever since. Be it to spread and balance workload over many computational nodes to improve runtime performance, or to facilitate new algorithmic strategies, such as co-evolutionary approaches, for instance, to optimize convergence behavior. Although many software-research projects support distributed evolutionary computation, we see potential to further improve the usability of respective algorithm design. In this paper, we present a containerized software system, incorporating a domain specific design language, to address this issue. The performed experiments prove the developed system’s applicability and support further research leads.
KW - Algorithm Design
KW - Containerization
KW - Disbributed Computing
KW - Evolutionary Computation
KW - Open Source Software
UR - https://www.scopus.com/pages/publications/105004255555
U2 - 10.1007/978-3-031-82949-9_16
DO - 10.1007/978-3-031-82949-9_16
M3 - Conference contribution
AN - SCOPUS:105004255555
SN - 9783031829512
T3 - Lecture Notes in Computer Science
SP - 172
EP - 180
BT - Computer Aided Systems Theory - EUROCAST 2024 - 19th International Conference, 2024, Revised Selected Papers
A2 - Quesada-Arencibia, Alexis
A2 - Affenzeller, Michael
A2 - Moreno-Díaz, Roberto
PB - Springer
T2 - 19th International Conference on Computer Aided Systems Theory, EUROCAST 2024
Y2 - 25 February 2024 through 1 March 2024
ER -