Measuring fitness degradation in dynamic optimization problems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6024 LNCS, Issue PART 1, 2010, Pages 572-581

  Alba, Enrique ^a   Sarasola, Briseida ^a  

^a UNIVERSITY OF MÁLAGA   (Spain)

Author keywords

Dynamic optimization; Moving peaks; Performance measures

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER SCIENCE; COMPUTERS;

ALGORITHM PERFORMANCE; DYNAMIC OPTIMIZATION; DYNAMIC OPTIMIZATION PROBLEM (DOP); LANDSCAPE CHANGES; MOVING PEAKS; MOVING PEAKS BENCHMARKS; PERFORMANCE MEASURE; PERFORMANCE OF ALGORITHM;

OPTIMIZATION;

EID: 77952333212     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-12239-2_59     Document Type: Conference Paper

References (9)

1. Alba, E., Saucedo Badía, J.F., Luque, G.: A study of canonical GAs for NSOPs. In: MIC 2005 Post Conference, ch. 13, pp. 245-260. Springer, Heidelberg (2007)
2. Branke, J.: Evolutionary optimization in dynamic environments. Kluwer, Dordrecht (2001)
3. Bird, S., Li, X.: Informative performance metrics for dynamic optimization problems. In: 9th Conf. on Genetic and Evolutionary Computation, pp. 18-25 (2007)
4. Cobb, H.G., Grefenstette, J.J.: Genetic algorithms for tracking changing environments. In: 5th Int. Conf. on GAs, pp. 523-530. Morgan Kaufmann, San Francisco (1993)
5. Grefenstette, J.J.: Genetic algorithms for changing environments. In: Parallel Problem Solving from Nature, pp. 137-144. Elsevier, Amsterdam (1992)
6. Mori, N., Kita, H., Nishikawa, Y.: Adaptation to changing environments by means of the memory based thermodynamical genetic algorithm. In: 7th International Conference on Genetic Algorithms, pp. 299-306. Morgan Kaufmann, San Francisco (1997)
7. Morrison, R., De Jong, K.: Measurement of population diversity. In: Collet, P., Fonlupt, C., Hao, J.-K., Lutton, E., Schoenauer, M. (eds.) EA 2001. LNCS, vol.2310, pp. 31-41. Springer, Heidelberg (2002)
8. Morrison, R.: Performance measurement in dynamic environments. In: GECCO Workshop on Evolutionary Algorithms for DOPs, pp. 5-8 (2003)
9. Weicker, K.: Performance measures for dynamic environments. In: Guerv́os, J.J.M., Adamidis, P.A., Beyer, H.-G., Ferńandez- Villacañas, J.-L., Schwefel, H.-P. (eds.) PPSN 2002. LNCS, vol.2439, pp. 64-76. Springer, Heidelberg (2002)