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20 March 2013 The study of water supply network optimization based on the immune mechanism of ant colony algorithm
Zongjiang Wang
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Proceedings Volume 8768, International Conference on Graphic and Image Processing (ICGIP 2012); 87682N (2013) https://doi.org/10.1117/12.2010890
Event: 2012 International Conference on Graphic and Image Processing, 2012, Singapore, Singapore
Abstract
For ant colony algorithm to search for a long time, easy to occur Stagnant phenomenon and sink into local most superior defects, and puts forward a kind of immune mechanism of the ant colony algorithm, and the algorithm is applied to typical water supply network in the combinatorial optimization problem. Combined with water supply network for example problem using respectively based on immune mechanisms of the ant colony algorithm and genetic algorithm and the basic ant colony algorithm for example to analysis. The results show that the improved algorithm is easier to realize the global optimal solution, and high efficiency, the optimization algorithm is better than other traditional optimization for solving water distribution network ability. So demonstrate the effectiveness of the algorithm.
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Zongjiang Wang "The study of water supply network optimization based on the immune mechanism of ant colony algorithm", Proc. SPIE 8768, International Conference on Graphic and Image Processing (ICGIP 2012), 87682N (20 March 2013); https://doi.org/10.1117/12.2010890
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KEYWORDS
Optimization (mathematics)
Binary data
Genetic algorithms
Head
Evolutionary algorithms
Astatine
Communication engineering
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