Title :
Projection Pursuit model based on Shuffled Frog Leaping Algorithm and its application
Author :
Zhao, Yan ; Dong, Zengchuan ; Guo, HuiFang
Author_Institution :
State Key Lab. of Hydrol.-Water Resources & Hydraulic Eng., Hohai Univ., Nanjing, China
Abstract :
For researching an effective method in groundwater vulnerability assessment, based on the Projection Pursuit technique and Shuffled Frog Leaping Algorithm, a new groundwater vulnerability evaluation model was built. Shuffled Frog Leaping Algorithm was proposed and applied to the model optimization, which could deal with global optimization problem with various restrictions effectively. The case study in Liaocheng shows that this model can give appropriate assessment in the study field of groundwater vulnerability. This model can provide useful information for groundwater management and the acceptable respresentativeness of the results showed that this model can be populized.
Keywords :
groundwater; hydrological techniques; optimisation; China; Liaocheng; groundwater management information; groundwater ulnerability evaluation model; groundwater vulnerability assessment; optimization model; projection pursuit model; projection pursuit technique; shuffled frog leaping algorithm; Algorithm design and analysis; Indexes; Media; Optimization; Rocks; Soil; Water resources; Projection Pursuit; Shuffled Frog Leaping Algorithm; groundwater vulnerability;
Conference_Titel :
Transportation, Mechanical, and Electrical Engineering (TMEE), 2011 International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4577-1700-0
DOI :
10.1109/TMEE.2011.6199518