[HTML][HTML] Applying autonomous hybrid agent-based computing to difficult optimization problems

M Godzik, J Dajda, M Kisiel-Dorohinicki, A Byrski… - Journal of …, 2022 - Elsevier
Evolutionary multi-agent systems (EMASs) are very good at dealing with difficult, multi-
dimensional problems, their efficacy was proven theoretically based on analysis of the …

[PDF][PDF] Fine tuning of agent-based evolutionary computing

M Mizera, P Nowotarski, A Byrski… - Journal of Artificial …, 2019 - sciendo.com
Abstract Evolutionary Multi-agent System introduced by late Krzysztof Cetnarowicz and
developed further at the AGH University of Science and Technology became a reliable …

Striving for performance of discrete optimisation via memetic agent-based systems in a hybrid CPU/GPU environment

K Piętak, D Żurek, M Pietroń, A Dymara… - Journal of …, 2019 - Elsevier
Agent-based memetic computational systems have been proven to be an efficient concept
for solving complex computational problems. In this paper, we propose and evaluate a new …

Hybrid swarm and agent-based evolutionary optimization

L Placzkiewicz, M Sendera, A Szlachta… - … Science–ICCS 2018 …, 2018 - Springer
In this paper a novel hybridization of agent-based evolutionary system (EMAS, a
metaheuristic putting together agency and evolutionary paradigms) is presented. This …

Autonomous hybridization of agent-based computing

M Godzik, M Idzik, K Pietak, A Byrski… - International Conference …, 2020 - Springer
Using agent-based systems for computing purposes, where agent becomes not only driver
for realizing computing task, but a part of the computing itself is an interesting paradigm …

Data through the computational lens

SV Kovalchuk, TM Abuhay, I Altintas… - Journal of …, 2017 - Elsevier
Today, many advanced studies in computational science are enforced by data collected and
processed in distributed systems, obtained and assimilated in real (or near-real) time, used …

Differential evolution in agent-based computing

M Godzik, B Grochal, J Piekarz, M Sieniawski… - … and Database Systems …, 2019 - Springer
Evolutionary multi-agent systems (EMAS) turned out to be quite efficient technique for
solving complex problems, both benchmark ones (as well-known multi-dimensional …

An adaptive genomic difference based genetic algorithm and its application to memetic continuous optimization

ZQ Chen, RL Wang, RV Sanchez… - Intelligent Data …, 2018 - content.iospress.com
Continuous function optimization is ubiquitous in many branches of Science and
Technology. Memetic algorithms are a particularly interesting approach to the optimization of …

Flexible and efficient agent-based metaheuristic computing

M Kisiel-Dorohinicki - Journal of Intelligent & Fuzzy Systems, 2019 - content.iospress.com
Agent-based metaheuristics computing paradigm (EMAS) has been proposed over 20 years
ago by Cetnarowicz. Since then, many efforts were made in order to evaluate, formally …

[PDF][PDF] Jan Sas

A Pach, J Chłopek, B Gąciarz, B Sapiński, S Stryczek… - 2018 - b2b.zarz.agh.edu.pl
Jan Sas Published by AGH University of Science and Technology Press Editor-in-Chief: Jan
Sas Editorial Committee: Andrzej Pach (Chairman) Jan Chłopek Barbara Gąciarz Bogdan …