Description Usage Arguments Value References Examples
The IGD is a perfomance measure function of Pareto front fidelity and corresponds to the average distance between all designs in the true set and the closest design of the current set. Thus, the lower the IGD value, the better the front is.
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aps |
An object of type |
tps |
An object of type |
method |
String stating which distance measure to be used. This must be one of: "euclidean" or "manhattan" (default). |
norm |
Logical (default: |
returns the IGD metric
Shimoyama, K., Jeong, S., & Obayashi, S. (2013, June). Kriging-surrogate-based optimization considering expected hypervolume improvement in non-constrained many-objective test problems. In 2013 IEEE Congress on Evolutionary Computation (pp. 658-665). IEEE.
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