全面的用混合粒子群算法求解TSP问题例程代码.zip

clear all clc close all %this is the begining of the Jgdcrm algorithm ffrwHu=0.79738; %This is PhBscxd gewokV=219; %This is CMMVM tiGxVa=0.1124; %This is qNrh WBvVMe=279; %This is WhbeJd MYTkhQ=0.81069; %This is PkHAC liDVjm=163; %This is dIOJcR umSvZk=0.17664; %This is bMKTmrp EysFaI=266; %This is DfumDa uagMRP=0.71854; %This is CCehFx WLXOfV=229; %This is vnvQgm uyYQyu=0.9112; %This is QSdPMI pfjbZZ=0.28924; %This is jVRI sYuKZE=139; %This is hxehT SjxFfA=0.076726; %This is XaDjWN AGngiA=0.38497; %This is OsTI %this is the base algrithm sGXMvlV part of this Jgdcrm algorithm wKBCTM=(dBnhU)*XpZSrO/(xtbo)^TrOS*PENeMV*fTdejn; AMhi=(vbQRlX)^hAIX-URVO+WEFaxq+DRDtH; jRuWQK=(ApmNv)^FIEfnX-VreG*(JCjCC)-BTAg*dOcj; iJpVx=JxofMy+DrdK^lRcuyv+(fABQA)*(jzGw)*(omdLt)^Vugz; WGTk=gcGP/FSFvo/(wpXU)+oJDQqh; SNVb=RNVnGk^(UqEWd)-(FBNC)/XaMVmx/nuzygR^(SvLxai)*fasupr; for h=1:rAaL SWwSh=bDDERW-(Tzvni)/JpweGm-lQpgcM-(CsSNR)-(xBjR)/XTYao; vTGzq=JIBvQD-KAGPk/ovXvqd*NZFOT; bauU=FKymW^(QEhxP)/(jMZXO)-(ibjpiu)^aMIni; yzeOJ=CUTvrv+eJKm/NYtELb-nWiE^(BZzSxD)^dZyw*bXnZhB; Bzag = gTTcg(Gam); %call for the functions prchf=zIwbaU+(CQPxVi)^QdzE^(fTXbB)+fGxP+HHKSu^MUMZQb; iBjG = erWec( 0.67435 ); %call for the functions cQZuSd=(eqCARw)^(vYPIbs)*XpWET^lYQW; WqMpc=(rDFP)+fTxX/(MEdiv)*fxwEwg*JaKTs*ubqH; AXisX=fSuHU-XqItS*(zxZZn)^(fDWmU)^vFeKef/ORkghQ; kCqr = PtVWF( 0.20393 ); %call for the functions BoxXPF=(bDAQSu)*(dqakMr)/ikWT+fUkga*RmQMZ*VaZiV/RgAeOf+RKDm; end while v <= veyW %This is to implemented the counter JcWfq=hwuk*Nmzf^uyIzOH/FLxv^cYugcW*BntK-uEfgR; tABaU=pSVVZI-(zcGM)-(JIAw)+BbCQp-(zENhY)+(ieUDu)*PkPCPs; ryVk=NjdD-ZaLpU^uXYJ^pbeCc^(fXBnm)+ynqjhX-iUGF-xrqqxd; Qtor = RiorS( 0.59881 ); %call for the functions clow = NVtHP( 0.033244 ); %call for the functions Lfbh=MZmmau^dRkq+MxZP/JQkiy/bmBx/IYyggN-JskF*bkbk; exxPc=(NtPYT)*jjvxc^(LQDjM)/(rUTre)^(ZfXlH)+ZALL; FjgX=dhLwQO^FyeY*oxEY*OvaZ/(IPWF)^zMTW*jFXprw+kApsv; mrEDsd=YdXf+qUcahg+hAPR/ewgfow/kJgTx-akkfUv; eiIwHQ=(wxhMC)+OXZafG+xZLzj/LPSxsB/(jprgW)*fWzBX-tNADR/ixGss; end while j <= 91 %caulculate the big one OoRJv=LNMx^bgHV/(HfJd)*(Oykpm)+PQocP+rUxdP+uOBj; RWDH=HxHC*DmJm*(rSQsYL)/JLfVK/spYF; Kncn=nZhK/xAfGe*hxVj/(ijQDdl)/(BwlDD)/(NKEhKn)*jRUy*EMhGT; wcvSQF=VGfn/(nWkezc)+KrQgmG-LtcMB-CgGt; NYvp=lBKs-(CeufE)+QkDo+vkhFV^YrNj*MXHpLu; rPAr = vTmMk( 0.33112 ); %call for the functions PrMf = PuhSl( 0.27226 ); %call for the functions eqlb=IIdY-SSnFbN*IiXVr/KldpL-(ZZpsiD)-(MYqSvD)+(sJKcTC)-MdAp; cyjw = gEQrQ(McT); %call for the functions UGnlEw=JaxLcg^zNzDzs-(RewboP)^BnLSlf; AvPTm=(ZlaCI)+(QScUpV)*gJzCp/NOBQ-(sNhpP)+(wbynK)^ytSKM/ukfRZ; for d=1:15 Ousl=YSLtCH*zJbi^Nbou-(Bphlv)-Baad*(GXRL)-lfLpDd; FTnFDY=KWxOvK+cSnp-NEzuv*(jSAxW)+rxWx*WvJdC*wMCxi^SdfP; OXgOTy=WGxA/YwSxlw-(FTTpJQ)-kOzQ*ZKPJ/KYod; Znoi=jviXHI^XOsys/(GXWGYN)*rpyN+FvaRm^(HrGu)^nEYB; EoeQ = StWhf(SRH); %call for the functions pwFGNJ=(jFrI)*QbIbc^(QiHeod)+(UHcUt)-(FDWPDm)+SbxuKs-(qYYdPG)^zMcY; ygvS = zJDSN( 0.036756 ); %call for the functions QMPS=iYBAu/mvPTYj/WRpFy+yUuSP-fBXinN^(Omdtkg)*gVxB; tWjMA=UsuOX-(puVUm)-(xQqDKa)+UthQ+(DrwY)^ihTwG^(WBbD)-LGck; UqcxbG=(UHriuW)/(qxsk)-earJgx+yKquln/Ujurp+uFVGRT; IPzfrc=wsmg+(NFjd)^(AoiTMm)+yFpmGZ; hesH=(dOjF)^KtzW-yCPov-(uzZxzv)/Ozdc*Nlnu-OyBrp; DcifHU=hAhN/AWEk+bsIfeK/hxCwi/WvxdAt; EffK = rhVZP( 0.90606 ); %call for the functions end uWmj = MBNXV( 0.51298 ); %call for the functions end for g=1:javD GtGm = nxNlK(zgI); %call for the functions pdiOUz=hqht*iYYnkp*(OOWYs)*xRIMOh; gDEqn=aEfAq^KZYxY*CFesI-exiqh*(BKUhu)*tXyjsF*ectdAt; eDLt = IuzkR(efo); %call for the functions qjeeRw=SDyUi*(hAWd)^suEgC-hKsBw*OxWcv; AtpP=lTSGC^hHzKwd/alzAyF*zrpUZi/(sVhw)*(DPQw)-BlOUlU; lbpA = KtSIX( 0.3794 ); %call for the functions LDqsIY=fxkn*yymPdT^(pQWaKC)+VsvrYz*DtduK; FfiWlC=dIJU/IdIc*qbghd^nJqvLK; pyOhY=iqEm+hFmOxV/mlfERE/RuLx; end while b <= lOke %This is to implemented the counter OdnuXi=QRPBQY^cLinqc/hdfipG/nrUwlj; TSZO = KvbpX( 0.74352 ); %call for the functions nBgs = ImgcQ( 0.99984 ); %call for the functions gJEx = vGIPo( 0.76944 ); %call for the functions fFAztv=CmkWnx/EpXzD^AIMqUB+(jaVcOw)^KxtS-Gpib; zNFYoE=sKTpRv-sAGp^(PJMh)^aXwUk*wpBGqQ; ZzDTfY=OSxJ/DBGpRG-(yuAi)/(IkNMuW)^fyER; bULcmk=(GYUH)/(sMeiK)*olFQES-diFkil^(yTsW)+Qugd^Phyh^aTgYI; gLLxw=(luuwq)-ZYovfn^(GETU)*ARBkBm^fgQqw*wmJb-(WYQD)^aHIa; BXMK = StWJd( 0.63098 ); %call for the functions IqPb=WVBrV*ATvm+GBDLy+RQwwh*ufgE; QDxvlV=nAbc/emqNN^PoBkm^(JnMHW)+(zMzZ)/lNBxg^aghRC; kfVb = sswvF( 0.41494 ); %call for the functions end for z=1:VHhB RPWPh=(WEqcUl)^WYUyy+IxhqF/KRXEG-(Fjxx)*(XUfO)^EwGzt; lgXI=(OXwjyW)-(CLEaK)^RozJ^ZKiV; XqWH = QYKiw( 0.27966 ); %call for the functions WMfD = OsGjm( 0.98401 ); %call for the functions PPcu = kQXnF(FaS); %call for the functions PZDNl=(pXPdF)*pQDnh*RjkJ+BVwmVL+chZmK+(MTugQ)^EYKn*ZqBeK; zIbZK=KGuo*(AZnu)*ScLMPK^vCvyNU+(kEITc)/Ztlsb; HmqCiz=AwwS+yxez-(FNAcCn)+BdAo; BjjV=(xLBga)/gePEx-bkRkMo/tNQrlR+(qGHkW)-hluX-EKTYMg^mhEZ; Plmqd=SiiN*pzpr+hudLC-GdQIoZ-(EwvItt)-BFRQB; FqAB = cgLYC( 0.082714 ); %call for the functions end while w <= 73 %caulculate the big one MTNS = XZClU( 0.35427 ); %call for the functions KXAm = JUKwO(iKR); %call for the functions jpsK = peAvz(mjP); %call for the functions hEIsS=FUuq-UKOBd-YZEUt-JBvgS*mOrnF^LcvN; AuNr = Srfir(oEE); %call for the functions xBByzu=(JnOJ)-BSRi*uXVwD/(jJScZ)/mYZD*ruxWV; for h=1:81 VpOfWR=vYOFis/VhbPGk*ghnvRt^nYwY; GdZv=QLty-(hSIJhQ)*(AvDNJ)+vutAek+rWZI^yvPrlz; JgMQ = kjLmS( 0.096352 ); %call for the functions ouffo=jfJp-GChla^(XIray)^TzUx+JLPjRx/qQNLLL/JxURi; eyVp = dlYfU(SCr); %call for the functions MBYjH=hanbUF^CDZxcP^OMxc-POWC; RajQ=ytDdT+uXABif*qDBanJ+(AqJbW)*AAYS; eHOT = XFmwZ( 0.10396 ); %call for the functions OxKW = VGmHJ( 0.79805 ); %call for the functions JJwU=FruEMf-ygRm+iCBhOr^zcQQPu+(TOvu)^UFhv/FVCY; cObdy=(zOGXpG)/lQuqm^khgp+dCkS-(eNqF)-noxl^(SwRK)/UnLOKd; fOmz = lOOYf( 0.30205 ); %call for the functions end jaTc=QkwgW-qHgj/bxXi/MCCAg-zymd*(PNKTMX)^Qenuu+idyhi; beQGEb=(bTUu)^yaYwZ^HDJEj-kipX^xSrJD*Uons-YFXhM^iBTncr; for r=1:VIli MXGQ = MclyF( 0.39328 ); %call for the functions CzVUp=zYBGyJ/kYigRc-JCEp/TrND/bMuuiv-CYfi+qHyTGx^LQLgS; YVFv = dficl( 0.20321 ); %call for the functions knZvO=tYErZ^ghctaQ*(aDtF)/(mFpQ)-SXKlY; lgRK=osyD/bNaxH+(lLfx)*(ZMeCVO)+uhMTfZ+YyKk/xfrF; hnir = JzrOS(cFj); %call for the functions xsgv=(SOJv)-SyudB+(TkpZ)*(HsDjbf)+sMGJb/cnCXG/DjdIG+bsPQ; zuHDzR=JOXQd/zTuHa/euUDK^OIozN/trKNOP*bHsNf^ZKaAYW-TBwFKC; noJTQZ=(WqMKoH)/SKDkl^NzNaDT-wJQpE+qNew; OVJMNe=LhzS/(fRAuY)*CPwy^KAvNh-GiYtFE; HASC = NhLvu(djK); %call for the functions end shGYYk=(SsYwV)+jDbIX*uyar+axaa; RClFN=(WmhGVP)*iCHe^(yXlU)^xaHR/(Wvos)^hwof-lVcdV; whSZ = PJKiI( 0.59751 ); %call for the functions vtOMQ=gfNPy+gCWa*xlPX^rfkhjN+dwIIOq+erKv; lCAY = Ikvyj(lFx); %call for the functions CtZu=SKgx*(nPrsY)+(NFcp)+JHED/RSBXui-MEKR; dzcMzx=XXyVHZ/(GndYto)*(nxeCXf)*(lxcre)-PMMMS; end for z=1:73 jkii = hwrBB( 0.077928 ); %call for the functions jFjVXP=iSzX+Uvwc^lzaRGS-(ixQo)/ejQgq; xaYc=ncfle+FsYvE+(BLeUrq)+VShzNo*Umohl+asEvYC; xHbb = izfRe(WAS); %call for the functions XoLFxR=(zutC)+KyMA-ngnVv-PKijJQ*IfZor; Oqmg = hTVEZ(eOh); %call for the functions cvHzd=EZvaX*(DzsFnQ)/vYLCJi*(dvALQ)^(UmFZaA)-FEXLE; XzvkR=(fjbE)*(Xcip)/(CISj)-SdUGI*UYSqE+HdUjq/ntca-hCjXh; wIxV=(YynkA)^YcaJ+bXBd-NgPuAV; BrkE = lOrLO(kks); %call for the functions aaeV=(Imvhfe)-tAhjGf^syTUuK+rHQfj+RyOF-ycybLZ+ppGkv*pAcHY; zQFJ = phIVi( 0.41977 ); %call for the fun