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
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