Stopping criteria for differential evolution in constrained single-objective optimization

Studies in Computational Intelligence

Volumn 143, Issue , 2008, Pages 111-138

  Zielinski, Karin ^a   Laur, Rainer ^a  

^a UNIVERSITY OF BREMEN   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 51649108590     PISSN: 1860949X     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-540-68830-3_4     Document Type: Article

References (33)

1. Storn, R., Price, K.: Differential Evolution - A Simple and Efficient Adaptive Scheme for Global Optimization over Continuous Spaces. Technical Report TR-95-012, International Computer Science Institute, Berkeley, CA (1995)
2. Mezura-Montes, E., Velázquez-Reyes, J., Coello Coello, C.A.: A Comparative Study of Differential Evolution Variants for Global Optimization. In: Proceedings of the Genetic and Evolutionary Computation Conference (2006)
3. Huang, V., Qin, A., Suganthan, P.: Self-adaptive Differential Evolution Algorithm for Constrained Real-Parameter Optimization. In: Proceedings of the IEEE Congress on Evolutionary Computation (2006)
4. Takahama, T., Sakai, S.: Constrained Optimization by the Constrained Differential Evolution with Gradient-Based Mutation and Feasible Elites. In: Proceedings of the IEEE Congress on Evolutionary Computation, pp. 308-315 (2006)
5. Tasgetiren, M.F., Suganthan, P.: A Multi-Populated Differential Evolution Algorithm for Solving Constrained Optimization Problem. In: Proceedings of the IEEE Congress on Evolutionary Computation, pp. 340-347 (2006)
6. Price, K.V., Storn, R.M., Lampinen, J.A.: Differential Evolution - A Practical Approach to Global Optimization. Springer, Heidelberg (2005)
7. Brest, J., Žumer, V., Maučec, M.S.: Self-Adaptive Differential Evolution Algorithm in Constrained Real-Parameter Optimization. In: Proceedings of the IEEE Congress on Evolutionary Computation, pp. 919-926 (2006)
8. Kukkonen, S., Lampinen, J.: Constrained Real-Parameter Optimization with Generalized Differential Evolution. In: Proceedings of the IEEE Congress on Evolutionary Computation, pp. 911-918 (2006)
9. Mezura-Montes, E., Velázquez-Reyes, J., Coello Coello, C.A.: Modified Differential Evolution for Constrained Optimization. In: Proceedings of the IEEE Congress on Evolutionary Computation, pp. 332-339 (2006)
10. Zielinski, K., Laur, R.: Constrained Single-Objective Optimization Using Differential Evolution. In: Proceedings of the IEEE Congress on Evolutionary Computation, Vancouver, BC, Canada, pp. 927-934 (2006)
11. Liang, J., Runarsson, T.P., Mezura-Montes, E., Clerc, M., Suganthan, P., Coello Coello, C.A., Deb, K.: Problem Definitions and Evaluation Criteria for the CEC 2006 Special Session on Constrained Real-Parameter Optimization. Technical report, Nanyang Technological University, Singapore (2006)
12. Onwubolu, G.C.: Optimizing CNC Drilling Machine Operations: Traveling Salesman Problem-Differential Evolution Approach. In: Onwubolu, G.C., Babu, B. (eds.) New Optimization Techniques in Engineering, pp. 537-566. Springer, Heidelberg (2004)
13. Lampinen, J., Storn, R.: Differential Evolution. In: Onwubolu, G.C., Babu, B. (eds.) New Optimization Techniques in Engineering, pp. 123-166. Springer, Heidelberg (2004)
14. Storn, R., Price, K.: Differential Evolution - A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces. Journal of Global Optimization 11, 341-359 (1997)
15. Gämperle, R., Müller, S.D., Koumoutsakos, P.: A Parameter Study for Differential Evolution. In: Grmela, A., Mastorakis, N. (eds.) Advances in Intelligent Systems, Fuzzy Systems, Evolutionary Computation, pp. 293-298. WSEAS Press (2002)
16. Zielinski, K., Weitkemper, P., Laur, R., Kammeyer, K.D.: Parameter Study for Differential Evolution Using a Power Allocation Problem Including Interference Cancellation. In: Proceedings of the IEEE Congress on Evolutionary Computation, Vancouver, BC, Canada, pp. 6748-6755 (2006)
17. Deb, K.: Multi-Objective Optimization using Evolutionary Algorithms. Wiley, Chichester (2001)
18. Deb, K., Pratap, A., Agrawal, S., Meyarian, T.: A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II. IEEE Transactions on Evolutionary Computation 6(2), 182-197 (2002)
19. Onwubolu, G.C.: Differential Evolution for the Flow Shop Scheduling Problem. In: Onwubolu, G.C., Babu, B. (eds.) New Optimization Techniques in Engineering, pp. 585-611. Springer, Heidelberg (2004)
20. Zielinski, K., Peters, D., Laur, R.: Stopping Criteria for Single-Objective Optimization. In: Proceedings of the Third International Conference on Computational Intelligence, Robotics and Autonomous Systems, Singapore (2005)
21. Zielinski, K., Weitkemper, P., Laur, R., Kammeyer, K.D.: Examination of Stopping Criteria for Differential Evolution based on a Power Allocation Problem. In: Proceedings of the 10th International Conference on Optimization of Electrical and Electronic Equipment, Braşov, Romania, vol. 3, pp. 149-156 (2006)
22. Zielinski, K., Laur, R.: Stopping Criteria for a Constrained Single-Objective Particle Swarm Optimization Algorithm. Informatica 31(1), 51-59 (2007)
23. Schwefel, H.P.: Evolution and Optimum Seeking. John Wiley and Sons, Chichester (1995)
24. van den Bergh, F.: An Analysis of Particle Swarm Optimizers. PhD thesis, University of Pretoria (2001)
25. Syrjakow, M., Szczerbicka, H.: Combination of Direct Global and Local Optimization Methods. In: Proceedings of the IEEE International Conference on Evolutionary Computing (ICEC 1995), Perth, WA, Australia, pp. 326-333 (1995)
26. Espinoza, F.P.: A Self-Adaptive Hybrid Genetic Algorithm for Optimal Groundwater Remediation Design. PhD thesis, University of Illinois (2003)
27. Vasconcelos, J., Saldanha, R., Krähenbühl, L., Nicolas, A.: Genetic Algorithm Coupled with a Deterministic Method for Optimization in Electromagnetics. IEEE Transactions on Magnetics 33(2), 1860-1863 (1997)
28. Zaharie, D., Petcu, D.: Parallel Implementation of Multi-Population Differential Evolution. In: Proceedings of the 2nd Workshop on Concurrent Information Processing and Computing (2003)
29. Babu, B.V., Angira, R.: New Strategies of Differential Evolution for Optimization of Extraction Process. In: Proceedings of International Symposium & 56th Annual Session of IIChE (CHEMCON 2003), Bhubaneswar, India (2003)
30. Mezura-Montes, E., Coello Coello, C.A.: A Simple Multimembered Evolution Strategy to Solve Constrained Optimization Problems. IEEE Transactions on Evolutionary Computation 9(1), 1-17 (2005)
31. Mezura-Montes, E., Coello Coello, C.A.: What Makes a Constrained Problem Difficult to Solve by an Evolutionary Algorithm. Technical report, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Mexico (2004)
32. Michalewicz, Z., Schoenauer, M.: Evolutionary Algorithms for Constrained Parameter Optimization Problems. Evolutionary Computation 4(1), 1-32 (1996)
33. Rudenko, O., Schoenauer, M.: A Steady Performance Stopping Criterion for Pareto-based Evolutionary Algorithms. In: Proceedings of the 6th International Multi-Objective Programming and Goal Programming Conference, Hammamet, Tunisia (2004)