AN OVERVIEW OF EVOLUTIONARY METHODS OF MULTI-CRITERIA OPTIMIZATION
Michalina Gryniewicz-Jaworska
michalina.gryniewicz.jaworska@vp.plLublin University of Technology, Faculty of Electrical Engineering and Computer Science, Institute of Computer Science (Poland)
Abstract
Since the mid-eighties we can see the development of methods that are based on a new method of creating dominated solutions. They lead to designate the ratings Pareto front mimicking the mechanisms created in the world of micro and macro-nature. Currently, the existing optimization methods can include: genetic algorithms, evolutionary algorithms using artificial immune systems, swarm and formic algorithms. The article presents few selected evolutionary optimization methods, including evolutionary algorithm, formic and swarm algorithms, and NSGA. The article also describes how the different algorithms work and their exemplary application.
Keywords:
multi-criteria optimization, evolutionary optimization, genetic algorithmsReferences
Horn J., Nafpliotis N., Goldberg D.: A Niche Pareto Genetic Algorithm for Multiobjective Optimalization, IEEE 1994.
Google Scholar
Kulczycki J.: Optymalizacja struktur sieci elektroenergetycznych, WNT 1990.
Google Scholar
Michalewicz Z.: Algorytmy genetyczne + struktury danych = programy ewolucyjne, WNT 1999.
Google Scholar
http://delta.cs.cinvestav.mx/~ccoello/EMOO/
Google Scholar
http://www.mlahanas.de/MOEA/HDRMOGA/main.htm
Google Scholar
http://155.158.112.34/~algorytmyewolucyjne/
Google Scholar
http://staff.iiar.pwr.wroc.pl/ewa.sz…w_mo_metody_wielokryterialne_tel.pdf
Google Scholar
http://155.158.112.34/~algorytmyewolucyjne/materialy/obliczenia_ewolucyjne.pdf
Google Scholar
http://www.wikipedia.pl
Google Scholar
Authors
Michalina Gryniewicz-Jaworskamichalina.gryniewicz.jaworska@vp.pl
Lublin University of Technology, Faculty of Electrical Engineering and Computer Science, Institute of Computer Science Poland
Statistics
Abstract views: 194PDF downloads: 193
License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Most read articles by the same author(s)
- Paweł Pijarski, Michalina Gryniewicz-Jaworska, SELECTION OF COMPENSATION WIND FARM EQUIPMENT CONNECTED TO THE NETWORK 110 KV , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 6 No. 1 (2016)
