Methods for Efficient Solution Set Optimization.
(30/05/2013)
A method for optimizing a solution set comprises the steps of generating an initial solution set, identifying a desirable portion of the initial solution set using a fitness calculator, using the desirable portion to create a surrogate fitness model that is computationally less expensive than the fitness calculator, generating new solutions, replacing at least a portion of the initial solution set with the new solutions to create a second solution set, and evaluating at least a portion of the second solution set with the fitness surrogate model to identify a second desirable portion....
Tác giả: Golberg, D. E.; Sastry, K.; Pelikan, M. |
Số trang: 27 |
Lĩnh vực: Khoa học Xã hội |
Năm XB: 2006 |
Loại tài liệu: Khác
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Tiêu đề | Tải về |
Methods for Efficient Solution Set Optimization. | Số trang: 27
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A method for optimizing a solution set comprises the steps of generating an initial solution set, identifying a desirable portion of the initial solution set using a fitness calculator, using the desirable portion to create a surrogate fitness model that is computationally less expensive than the fitness calculator, generating new solutions, replacing at least a portion of the initial solution set with the new solutions to create a second solution set, and evaluating at least a portion of the second solution set with the fitness surrogate model to identify a second desirable portion.
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