DEMO: Differential Evolution for Multiobjective Optimization

Lecture Notes in Computer Science

Volumn 3410, Issue , 2005, Pages 520-533

  Robič, Tea ^a   Filipič, Bogdan ^a  

^a JO EF STEFAN INSTITUTE   (Slovenia)

Author keywords

[No Author keywords available]

Indexed keywords

OPTIMIZATION; PARETO PRINCIPLE;

DIFFERENTIAL EVOLUTION; EVOLUTIONARY OPTIMIZATION; MULTIOBJECTIVE OPTIMIZATION;

EVOLUTIONARY ALGORITHMS;

EID: 24344460395     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-31880-4_36     Document Type: Conference Paper

References (12)

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2. Zitzler, E., Laumanns, M., Thiele, L.: SPEA2: Improving the strength pareto evolutionary algorithm. Technical Report 103, Computer Engineering and Networks Laboratory (TIK), Swiss Federal Institute of Technology (ETH) Zurich, Gloriastrasse 35, CH-8092 Zurich, Switzerland (2001)
3. Price, K.V., Storn, R.: Differential evolution - a simple evolution strategy for fast optimization. Dr. Dobb's Journal 22 (1997) 18-24
4. Lampinen, J.: (A bibliography of differential evolution algorithm) http://www2.lut.fi/~jlampine/debiblio.htm
5. Abbass, H.A., Sarker, R., Newton, C.: PDE: A pareto-frontier differential evolution approach for multi-objective optimization problems. In: Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001). Volume 2, Piscataway, New Jersey, IEEE Service Center (2001) 971-978
6. Abbass, H.A.: The self-adaptive pareto differential evolution algorithm. In: Congress on Evolutionary Computation (CEC'2002). Volume 1, Piscataway, New Jersey, IEEE Service Center (2002) 831-836
7. Zitzler, E., Thiele, L.: Multiobjective evolutionary algorithms: A comparative case study and the strength pareto approach. IEEE Transactions on Evolutionary Computation 3 (1999) 257-271
8. Madavan, N.K.: Multiobjective optimization using a pareto differential evolution approach. In: Congress on Evolutionary Computation (CEC'2002). Volume 2, Piscataway, New Jersey, IEEE Service Center (2002) 1145-1150
9. Xue, F., Sanderson, A.C., Graves, R.J.: Pareto-based multi-objective differential evolution. In: Proceedings of the 2003 Congress on Evolutionary Computation (CEC'2003). Volume 2, Canberra, Australia, IEEE Press (2003) 862-869
10. Storn, R.: (Differential evolution homepage) http://www.icsi.berkeley.edu/~storn/code.html
11. Thomsen, R.: Multimodal optimization using crowding-based differential evolution. In: 2004 Congress on Evolutionary Computation (CEC'2004). Volume 1, Portland, Oregon, USA, IEEE Service Center (2004) 1382-1389
12. Zitzler, E., Deb, K., Thiele, L.: Comparison of multiobjective evolutionary algorithms: Empirical results. Evolutionary Computation 8 (2000) 173-195