基于混合遗传算法的红兴隆分局水资源优化配置.docx

基于混合遗传算法的红兴隆分局水资源优化配置
Abstract
Waterresourceoptimizationconfigurationisacrucialissueforthesustainabledevelopmentofcommunities.Inthispaper,weproposeahybridgeneticalgorithmforoptimizingthewaterresourceconfigurationoftheHongxinglongsub-bureau.Thealgorithmcombinestheadvantagesoftwodifferentapproaches,i.e.,geneticalgorithmandparticleswarmoptimization.First,thealgorithmusesthegeneticalgorithmtoselectthebestpopulationsolutions,andthen,theselectedsolutionsareinputintotheparticleswarmoptimizationmethodtoimprovetheirquality.TheproposedalgorithmwastestedonarealdatasetfromHongxinglong'swaterresourceproject.Theexperimentalresultsshowsignificantimprovementinthequalityofsolutionscomparedtoconventionalalgorithms.TheresearchcontributestotheefficientdistributionandoptimaluseofwaterresourcesinHongxinglongandcanbereplicatedinothersimilarregions.
Introduction
Waterresourcemanagementisavitalissueforthesustainabledevelopmentofcommunities.Withtheincreasingdemandforwaterduetopopulationgrowthandeconomicdevelopment,waterconservationhasbecomeacriticalchallengeglobally.InChina,thewatercrisisissevere,asthecountry'spercapitawaterresourcesareonlyaquarteroftheworld'saverage.ThepressureonwaterresourcesinChinahasledtostrictregulationsandpoliciesforefficientuseandconservationofwater.Therefore,waterresourceoptimizationconfigurationiscriticaltothedevelopmentofChina'seconomyandecosystems.
Hongxinglongisacriticalsub-bureauinnortheastChina'sDaqingCity,whichneedstooptimizeitswaterresourceallocationtomeetthewaterdemandsoflocalresidents,aswellassupportlocalindustries.Thesub-bureau'swatersupplycomesmainlyfromtheDam,soefficientmanagementoftheresourceiscrucialtopreventdepletionofthesupply.ThecurrentwatersupplyconfigurationinHongxinglongsub-bureauisnotefficient,andtherearefrequentshortagesandleakages.Thus,thereisaneedforanoptimizedwaterconfigurationsystemtooptimizethewatersupplyconfiguration,reducesystemlosses,andenhancethewaternetwork'sefficiency.
Toaddressthechallenges,weproposeahybridgeneticalgorithmforoptimiz