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PAES

swMATH ID: 4159
Software Authors:
Description: The Pareto Archived Evolution Strategy (PAES) is a multiobjective optimizer which uses a simple (1+1) local search evolution strategy. Nonetheless, it is capable of finding diverse solutions in the Pareto optimal set because it maintains an archive of nondominated solutions which it exploits to estimate accurately the quality of new candidate solutions. Three versions, (1+1), (1+lambda) and (mu+lambda)-PAES have been developed. Each of these versions has been tested against two well known multiobjective evolutionary algorithms - the Niched Pareto Genetic Algorithm (NPGA) and a nondominated sorting GA (NSGA). Tests were carried out using five test functions (f2-f6) and results have been processed using statistical techniques introduced by Fonseca and Fleming. C code for each of the test functions and the statistical techniques are available below. Please drop me an email if you use any of these resources.
Homepage: http://dbkgroup.org/knowles/multi/
Keywords: Pareto Archived Evolution Strategy; multiobjective optimizer
Related Software: SPEA2; MOEA/D; ParEGO; HypE; PISA; Genocop; AbYSS; jMetal; EMOO; GDE3; NBI; Tabu search; MACS-VRPTW; UCI-ml; Omni-optimizer; MOPSO; RM-MEDA; SPOT; TSPLIB; NSPSO
Referenced in: 90 Publications
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Referenced by 207 Authors

6 Paquete, Luís F.
6 Stützle, Thomas G.
4 Alba, Enrique
4 Deb, Kalyanmoy
4 Luna, Francisco
4 Nebro, Antonio J.
4 Rahimi-Vahed, Alireza R.
3 Durillo, Juan J.
2 Abbass, Hussein A.
2 Aguilar Madeira, José Firmino
2 Chen, Minrong
2 Claro, João
2 Coello Coello, Carlos A.
2 Pinho de Sousa, Jorge
2 Ehrgott, Matthias
2 Eskandari, Hamidreza
2 Gandibleux, Xavier
2 Geiger, Christopher D.
2 Ishibuchi, Hisao
2 Laumanns, Marco
2 Lu, Yongzai
2 Lust, Thibaut
2 Medaglia, Andrés L.
2 Mirzaei, Ali Hossein
2 Murata, Tadahiko
2 Pina, Heitor L. G.
2 Siarry, Patrick
2 Teghem, Jacques jun.
2 Zitzler, Eckart
1 Abo-Sinna, Mahmoud A.
1 Abouhawwash, Mohamed
1 Akay, Bahriye
1 Ali, Musrrat
1 Atai, A.
1 Backes, Artur Dieguez
1 Bajestani, M. Aramoon
1 Barros, Manuel F. M.
1 Berlanga, Antonio
1 Berry, Adam
1 Bleuler, Stefan
1 Borgelt, Christian
1 Bosman, Peter A. N.
1 Burke, Edmund Kieran
1 Calbert, Greg
1 Cámara, Mario
1 Cattani, Carlo
1 Celik, Nurcin
1 Chérin, Nicolas
1 Chiarandini, Marco
1 Coit, David W.
1 Das, Amit Kumar
1 Das, Debasish
1 de Causmaecker, Patrick
1 de Freitas Awruch, Marcos Daniel
1 De Maere, Geert
1 de Toro, Francisco
1 Degroote, Joris
1 Denœux, Thierry
1 Dorronsoro, Bernabé
1 Duan, Qibin
1 Fang, Weiguo
1 Feissel, Pierre
1 Felder, Frank A.
1 Felezi, M.
1 Fernández, José-Jesús
1 Fitch, Robert
1 Gagné, Caroline
1 Gen, Mitsuo
1 Goel, Tushar
1 Gomes, Herbert Martins
1 Gravel, Marc
1 Groşan, Crina
1 Grotti, Ewerton
1 Guilherme, Jorge
1 Haftka, Raphael T.
1 Hájek, Jaroslav
1 Harrison, Kyle Robert
1 Hengst, Bernhard
1 Horta, Nuno
1 Husain, Afzal
1 Idoumghar, Lhassane
1 Jameel, Mohammed
1 Jiang, Lin
1 Jiao, Licheng
1 Kaige, Shiori
1 Kang, Lishan
1 Keane, Andy J.
1 Khor, E. F.
1 Khoshkhou, G. Baharian
1 Kim, Kwang-Yong
1 Kim, Yeo Keun
1 Klawonn, Frank
1 Konak, Abdullah
1 Kroese, Dirk P.
1 Kruse, Rudolf
1 Kwong, Sam
1 Lau, Henry Ying Kei
1 Lee, Ki-Don
1 Leung, Chris S. K.
1 Li, Ajun
...and 107 more Authors
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Referenced in 38 Serials

6 Information Sciences
6 Computers & Operations Research
6 European Journal of Operational Research
4 Applied Mathematics and Computation
4 Annals of Operations Research
4 Journal of Global Optimization
4 Journal of Heuristics
2 Asia-Pacific Journal of Operational Research
2 Advances in Engineering Software
2 Computational Optimization and Applications
2 Mathematical Problems in Engineering
2 Mechanism and Machine Theory
1 Computers & Mathematics with Applications
1 Computer Methods in Applied Mechanics and Engineering
1 International Journal for Numerical Methods in Fluids
1 International Journal for Numerical Methods in Engineering
1 Applied Mathematics and Mechanics. (English Edition)
1 International Journal of Intelligent Systems
1 International Journal of Approximate Reasoning
1 JETAI. Journal of Experimental & Theoretical Artificial Intelligence
1 Neural Computation
1 Artificial Intelligence Review
1 International Journal of Computer Mathematics
1 Computational and Applied Mathematics
1 Top
1 International Transactions in Operational Research
1 INFORMS Journal on Computing
1 Soft Computing
1 Mathematical Methods of Operations Research
1 Journal of Combinatorial Optimization
1 Methodology and Computing in Applied Probability
1 RAIRO. Operations Research
1 Journal of Universal Computer Science
1 JMMA. Journal of Mathematical Modelling and Algorithms
1 Journal of Zhejiang University. Science A
1 Studies in Computational Intelligence
1 Journal of Optimization
1 Understanding Complex Systems

Referencing Publications by Year