IEEE - Institute of Electrical and Electronics Engineers, Inc. - A novel approach for crossover based on attribute reduction - a case of 0/1 knapsack problem

2009 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)

Author(s): Yang, H.-H. ; Wang, S.-W. ; Ko, H.-T. ; Lin, J.-C.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2009
Conference Location: Hong Kong, China, China
Conference Date: 8 December 2009
Page(s): 1,733 - 1,737
ISBN (CD): 978-1-4244-4870-8
ISBN (Paper): 978-1-4244-4869-2
DOI: 10.1109/IEEM.2009.5373151
Regular:

This paper proposes a methodology that incorporates the process of attribute reduction in rough sets into crossover in genetic algorithms (GAs). We develop two algorithms on the basis of the... View More

Advertisement