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Convergence behavior of the (1 , λ) evolution strategy on the ridge functions.

Ahmet Irfan OymanHans-Georg BeyerHans-Paul Schwefel — 2000

Mathware and Soft Computing

The convergence behavior of (1 , λ)-ES is investigated at parabolic ridge, sharp ridge, and at the general case of the ridge functions. The progress rate, the distance to the ridge axis, the success rate, and the success probability are used in the analysis. The strong dependency of the (1 + λ)-ES to the initial conditions is shown using parabolic ridge test function when low distances to the ridge axis are chosen as the start value. The progress rate curve and the success probability curve of the...

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