西工大数模公园内道路设计问题Word文档下载推荐.docx
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Thispaperproposesamathematicalmodel,whichprovidesawayofintelligentlydesigningthe
pathnetworkofthequad.Thecenterpieceofourmodelisacostfunction,whichevaluatesthe
feasibilityofagivenpathconfiguration.
Toexplorethesetoffeasiblepathconfigurationwewroteanalgorithmthatrandomlygenerates
samplesofthisset.Wethenimprovedonthissearchbyconstructinganoptimizationalgorithm
inspiredbyMarkovchainMonteCarlomethods.Webelievethisimprovedsearchhasfoundalocal
minimumpathconfiguration,asitappearsstableunderperturbation.
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Contents
I
II
III
IV
V
VI
ProblemStatement
TheArtsQuadrangleasaGraph
TheLengthofaPath
UnofficialPathInducedbyHumanBehavior
TheCostFunction
Assumptions:
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6
7
8
9
VII
VIII
IX
AlgorithmsforFindingOptimalPathConfigurations
Results:
RecommendedSolution
10
11
X
XI
FutureWork
Bibliography
3
15
16
PartI
ThetaskistoredesigntheArtsquadwalkwaysusingamathematicalmodelthatwillhelpus
determineapreferreddesign.Beyondthegeneralfactthatminimizingthetotallengthofthepaths
andmaximizingtheareasofcontiguouslawnsarepreferable,weareaskedtoconsiderthefollowing
criteria:
·
Pathmaintenancecosts
Landscapingcosts
Pedestriantrafficandbehavior
Thecreationofunofficialpathsanditsimpactonthelawn
Thegeneralappealofthequad
Toimplementthesecriteriainourmodel,weareprovidedwiththefollowingprinciples:
Thepathmaintenancecostisproportionatetothetotalpathlength.
Thelandscapingcostdependsonthenumberofcontiguouslawns,thecreationofunofficial
paths(asaresultofpedestriansleavingthepavedpathstoarriveattheirdestinationmore
quickly)andthegeometryofcontiguouslawn.
Ifthepathbetweentwopointsis15%longerthanthestraightlineconnectingthepoints,a
pedestrianwillleavethepathandcutacrossthequad.
Anaveragepedestrianmightleavethepathifitimpliessavingmorethan10%ofthetotal
lengththepath.
PartII
Graphtheoryhasbeenanimportanttoolinexploringproblemswhichrangefromdeterminingthe
neuralnetworkofnematodeC.eleganstofindingthecauseoffailureinelectricalpowergrids1.
Byframingourwalkwaydesignprobleminthelanguageofgraphs,wecanreadilyextractthekey
relationshipsbetweenstructureandfunction.
WedescribetheArtsquadrangle(herebyreferredtoastheArtsquadorsimplyquad)
asagraphof10nodes,whichrepresentthemostcommonpointsofentryandexittothequad
(seefigure1below).
1See
[1]
Figure1:
CornellArtsQuad
LetthesetofnodesbeA={x|x∈{1,2,...,10}}.Nowwecandefineapathtobean
orderedpair(a,b)andthesetofallpathsastherelation
R={(a,b)|a,b∈A,a=b}
(1)
sinceeverypairofdistinctnodeswilldefinealinesegment,orone-waypath,intheplane.Thenthe
setofallpossibleconfigurationsofpathsisgivenbythepowersetP(R).Thissethas290elements
(thecardinalityofapowersetofasetwith90elements)
Thispresentsanoverwhelmingsetofpossibilities,butfortunatelytherearethreeconstraints,
whichweimposedtomakeoursetlessunwieldy.Wewillonlymodel:
1.Non-directedgraph:
Currentlythespace(1,3)isdistinctfromthepath(3,1).Wefindthisto
beunreasonableaspedestrianpathsareveryrarely“one-way”
2.Connectedgraph:
Aestheticallyandfunctionallyitmakeslittlesensetoallowabuildingtobe
surroundedcompletelybygrass.Furthermore,wepickedthetennodesbecauseweconsidered
themtobeessentialcirculationpointsofthequad.Therefore,havingoneofthemdisconnected
fromthenetworkwouldbeunreasonable
3.Graphsincludingtheperimeter:
Thisisagainchoseninlinewithouropinionsonaesthetics
andutility.Whilepedestriansarelikelytoacceptlongerdistancesthanastraightlineto
remainontheofficialpath,itseemsunlikelythatapersongoingfromAtoBwillabidewith
apaththatstrictlyincreasesthedistancetoBbeforeallowingthepedestriantoactually
approachB(seefigure2below).
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Figure2:
Inthefirstgraph,weseethattravellingfrom(0,1)→(1,0)neverincreasesthedistance
from(1,0),whereasinthesecondgraph,g