Nonparametric grade evaluation method for water resource system

  • Ju Liang Jin*
  • , Ming Wu Wang
  • , Yi Ming Wei
  • , Jing Ding
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

The grade evaluation of water resource system is a hotspot and difficulty problem in water resource system engineering. The common evaluation methods require that the structure form of evaluation function should be presumed beforehand, which are very difficulty to be adapted to the complex and variable practical evaluation systems. For this reason, a new non-parametric evaluation method for grade evaluation of water resource system (NGEM) is presented. The NGEM does not require the structure form of the evaluation function, and the evaluation information can be got directly from the evaluation standard datas, the objective weights of evaluation indexes can be determined by using the accelerating genetic algorithm based projection pursuit, and the evaluation function can be established by using accelerating genetic algorithm based nonparametric regressive method. The calculation examples show that the NGEM is visual, simple, effective and general, which can also be applied to both prediction and simulation of different water resource systems.

Original languageEnglish
Pages (from-to)804-809
Number of pages6
JournalShuikexue Jinzhan/Advances in Water Science
Volume16
Issue number6
Publication statusPublished - Nov 2005
Externally publishedYes

Keywords

  • Evaluation function
  • Genetic algorithm
  • Grade evaluation
  • Nonparametric evaluation method
  • Projection pursuit
  • Water resource system

Fingerprint

Dive into the research topics of 'Nonparametric grade evaluation method for water resource system'. Together they form a unique fingerprint.

Cite this