Authors: Zong Woo Geem, William E. Roper
Addresses: Environmental Planning and Management Program, Johns Hopkins University, 11833 Skylark Road, Clarksburg, MD 20871, USA. ' Department of Geography and Geo-Information Science, George Mason University, 4400 University Drive, Fairfax, VA 22030, USA
Abstract: This study compares five different harmony search algorithms that consider continuous variables inherently for the hydrologic parameter calibration. A rainfall intensity assessing model, which can provide stochastic rainfall sizes used for various structure designs, is optimally calibrated with the harmony search algorithms. The results showed that three different harmony search algorithms found better parameter values for the rainfall intensity model than mathematical optimisation technique (Powell method) and evolutionary computation technique (genetic algorithm) with respect to root mean square error (RMSE). Also, in order to enhance user-friendliness in utilising this technique, a web-based technique was developed, which optimally performs parameter calibration and presents its result on a digital map without requiring software installation.
Keywords: harmony search; optimisation; parameter calibration; rainfall intensity modelling; VBScript; Google Maps; hydrological parameter calibration; hydrology; internet; web based.
International Journal of Mathematical Modelling and Numerical Optimisation, 2010 Vol.1 No.3, pp.213 - 226
Published online: 22 Feb 2010 *Full-text access for editors Access for subscribers Purchase this article Comment on this article