@inproceedings{434f8a5f405246d28f8b0d67ab172604,
title = "An improved clone selection optimization algorithm based on prior knowledge",
abstract = "Though clone selection algorithm has been used successfully in many instances of optimizations, there is still difficultness when solving much complicated problems. Using prior knowledge of problems themselves leads a feasible approach. In this paper, two operators, named clonal adjust operator and immunodominance operator are designed based on clonal mechanisms and prior knowledge. With these, an improved clone selection algorithm is put forward to solve NP-hard combinatorial optimization. The simulations show that when applied to 0-1 knapsack benchmark data, the algorithm is effective and that achieves better results with quicker convergence than evolutionary algorithm.",
keywords = "Artificial immune system, Clonal selection, Knapsack problem, Optimization, Prior knowledge",
author = "Na Wang and Haifeng Du and Sun'an Wang",
year = "2008",
doi = "10.1109/CSSE.2008.686",
language = "英语",
isbn = "9780769533360",
series = "Proceedings - International Conference on Computer Science and Software Engineering, CSSE 2008",
pages = "374--377",
booktitle = "Proceedings - International Conference on Computer Science and Software Engineering, CSSE 2008",
note = "International Conference on Computer Science and Software Engineering, CSSE 2008 ; Conference date: 12-12-2008 Through 14-12-2008",
}