DocumentCode :
501428
Title :
Research on Multi-peak Value AIA and Its Practical Example
Author :
Hu, Huang ; Zhang Lan
Author_Institution :
Coll. of Inf. Eng., Chengdu Univ. of Technol., Chengdu, China
Volume :
1
fYear :
2009
fDate :
15-17 May 2009
Firstpage :
743
Lastpage :
746
Abstract :
This paper proposes a modified multi-peak value AIA based on nonlinear combination forecasting model. This algorithm has the ability of comprehensive search and the rapid convergence, and with the ability it solves quite well the contradictions between the ultimate convergence and the process dispersivity of the traditional algorithm, making the algorithm can converge on a number of peaks quickly and efficiently. Through comparing this algorithm with other commonly used models in forecasting quantity of construction land demand in Chengdu city, the conclusion can be obtained that the modified multi-peak value AIA based on combination forecast has a good feasibility and validity.
Keywords :
artificial immune systems; convergence; forecasting theory; Chengdu city; artificial immune algorithm; comprehensive search; construction land demand; multipeak value AIA; nonlinear combination forecasting model; process dispersivity; rapid convergence; Algorithm design and analysis; Cities and towns; Convergence; Demand forecasting; Educational institutions; Euclidean distance; Hospitals; Immune system; Information technology; Predictive models; Multi-peak Value; artificial immune algorithm; combination forecasting; nonlinear;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Technology and Applications, 2009. IFITA '09. International Forum on
Conference_Location :
Chengdu
Print_ISBN :
978-0-7695-3600-2
Type :
conf
DOI :
10.1109/IFITA.2009.504
Filename :
5231763
Link To Document :
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