Evolutionary multi-agent system with crowding factor and mass center mechanisms for multiobjective optimisation

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Opis

Tytuł:: Evolutionary multi-agent system with crowding factor and mass center mechanisms for multiobjective optimisation
Autorzy:: Różański, Mateusz
Siwik, Leszek
Data publikacji:: 2019
Wydawca:: Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie. Wydawnictwo AGH
Tematy:: evolutionary computation
multi-agent system
multiobjective optimisation
Źródło:: Computer Science; 2019, 20 (3); 343-367
1508-2806
2300-7036
Język:: angielski
Prawa:: CC BY: Creative Commons Uznanie autorstwa 4.0
Dostawca treści:: Biblioteka Nauki
: Artykuł

Przejdź do źródła

This work presents some additional mechanisms for Evolutionary Multi-Agent Systems for Multiobjective Optimisation trying to solve problems with population stagnation and loss of diversity. Those mechanisms reward solutions located in a less crowded neighborhood and on edges of the frontier. Both techniques have been described and also some preliminary results have been shown.

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Evolutionary multi-agent system with crowding factor and mass center mechanisms for multiobjective optimisation

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