摘要
Abstract
In the aim of testifying the efficiency and feasibility of shuffled frog leaping algorithm (SFLA)-projectionpursuit (PP) model in assessing utilization efficiency of regional water resources,an evaluation system consisting15 indexes in terms of comprehensive aspect,industry,agriculture,living and ecological environment was established.Furthermore,SFLA algorithm was used to optimize the best projection direction of PP model.In consequence,a SFLA-PP model for evaluating utilization efficiency was proposed and compared with PP model optimizedby invasive weed optimization (IWO) algorithm,particle swarm optimization (PSO) algorithm and cuckoo search(CS) PP algorithm,respectively.Then an evaluation standard of four levels (high,medium-high,medium andlow) was constructed on the basis of the mean value z and standard deviation o-of the model projection series.Eight counties of Wenshan autonomous prefecture were chosen for case analysis.Results showed that the fitness value ofPP model optimized with SFLA algorithm was 715.800 2,superior to that with IWO,PSO and CS algorithm,withbetter precision and ability of seeking optimum extreme value.According to SFLA-PP model,the utilization efficiency of Wenshan City and Yanshan County was evaluated as high level,and that of Malipo County was evaluatedas low level,and the remaining five counties as medium level.The utilization efficiency of water resources in thestudy area was at high level in general.Case evaluation and sorted results of SFIA-PP model were the same withthose of IWO-PP model,but different from PSO-PP and CS-PP model.Finally,examples demonstrated that thesolving accuracy of the four intelligent algorithms was crucial for the evaluation results.关键词
水资源利用效率/指标体系/投影寻踪/混合蛙跳算法/综合评价Key words
utilization efficiency of water resources/index system/projection pursuit/shuffled frog leaping algorithm/ comprehensive evaluation分类
建筑与水利
