kvdblom / OPL

Optimisation problem library
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Add distance based problems #46

Open kvdblom opened 1 year ago

kvdblom commented 1 year ago

[Ishibuchi et al. 2010] based on earlier work [Köppen et al. 2005, Rudolph et al. 2007] Properties ▪ 2-D test problems that are inherently visualizable ▪ Pareto set easy to characterize ▪ Scalable in the number of objectives ▪ Useful for visualizing the distribution of solutions

[Ishibuchi et al. 2010] H. Ishibuchi , Y. Hitotsuyanagi , N. Tsukamoto, and Y. Nojima . Many objective test problems to visually examine the behavior of multiobjective evolution in a decision space. In Parallel Problem Solving from Nature (PPSN XI), volume 6239 of LNCS, part II, pp. 91 100, Springer, 2010 [Köppen et al. 2005] M. Köppen , R. Vicente Garcia, and B. Nickolay . Fuzzy Pareto dominance and its application in evolutionary multi objective optimization. In Evolutionary Multi Criterion Optimization (EMO 2005), volume 3410 of LNCS, pp. 399 412. Springer, 2005 [Rudolph et al. 2007] G. Rudolph, B. Naujoks , and M. Preuss . Capabilities of EMOA to detect and preserve equivalent Pareto subsets, In Evolutionary Multi Criterion Optimization (EMO 2007), volume 4403 of LNCS, pp. 36 50. Springer, 2007