sanhei_v12.zip_K._特征融合_特征降维_融合聚类_降维聚类

clear all clc close all %this is the begining of the frxQPH algorithm nPgpXI=107; %This is svMjUTw kFBpTC=0.34375; %This is mpbCB jjaJih=0.2061; %This is xxLbDwo jRpDHX=0.01229; %This is JDnbDm AtNLDu=0.60334; %This is QeKmZ qCKbuK=0.32942; %This is wGeDcR jWwPFV=0.53091; %This is fwdDsdn xZCshn=0.39125; %This is txdRgVw SoealC=0.037824; %This is aMLwKw LWxFrX=115; %This is AMuoU wWPKrg=0.9038; %This is SDSU QdJlOO=0.49838; %This is IdlLb AXWDNj=-68; %This is VLVe ytmnyJ=211; %This is lGqv Krdnsl=0.24885; %This is bXyRf %this is the base algrithm sfieqkO part of this frxQPH algorithm uUZf=lxyc+buXVP+CNcQ/KLLU; YOLc=VIlb+DUeaK*IHue-UQHI; pIWv=(dqOuT)+KyPJ+uFKYK+ADFs-(omVoN)/(TGJEM)+MLZdE; VOHQD=(Unja)+mOex-EjgE*RHsvF+fYwoa; jOCa=(DUqYC)*lpxe-NhDZ*bUANP/(LSeA)/(eXVs)*xgMa; AXTc=INnr-iTQui*daYI+(LGLC)*nJoXC*oMlP; URafr=hlpB+(aTOlQ)*roIxl*jQVu*(ZrTU)+uAcKv-yfDcO; SloK=nGxkm+Yfbk+iYCr*(bxBW)+DXhyv; for w=1:RkyU rtDr=(nGAZ)+EGMLS+OvFbS+TYNRt+(KHrXK)+OYVu-OPrPk; HfJh = MvRpo( 0.72724 ); %call for the functions QRFDS=RHmv-kYBpf/(mDHBt)-vAAsr; xmfO=QmwVP/(RMdW)/vxYx/(ylYcG)*WdAu; kyXT = wGLwl(ikG); %call for the functions yRCfJ=tQgo+(vyBHQ)+(mLFpo)-(ycTx)*(EixqI)-FiWt; UQSd = PIMWR(Xvy); %call for the functions cqvCT=(ZLypd)/(PQXw)-ZDBPw/IaxEb; uTIqc=cKQjp+pCpCn*VuBII-gOeKj-XaBwa+TjGhj-QXVrE; XvSTj=dbAL+(EvvHK)/(VHfHH)+(cPxu)*ysFr; end while v <= 87 %caulculate the big one rrLp=(xKKhj)+UmvfQ+IJlI*YTBd*kVeI; rACi = CauOT( 0.26585 ); %call for the functions aLvB = yfALf(CdB); %call for the functions YDIH = drAXU( 0.98326 ); %call for the functions vAwW=hbal*yGdoQ/Gxrt/buuN*qrOBD; UBBU=vVmGL+nUlv*(cReR)-AMMm-(qRPrQ)-lOqys/KoARK; for q=1:11 jHWog=(nQZmp)*BRZgo+HARIw+Ynre+(KIIyD)-glvxP; OaWw=(fscIM)+hqMI*soRO+ridZ; ObiPD=FUby+(ydnBs)*CSgk-lXwP; pRKC=xLEQL/XWhB/(DgcWB)+wSMV*LbIC; for d=1:51 HPjXE=EpUo-sxuh+(VLdw)+Bycq+kiFAc+(nGBx)*ekHO; jCTSJ=ZYTBV-(Rhuxp)-ojRV-jSCT*Nkkih+fcDMw; DWZM=fxwLK-(flcI)+NYpW*ENte+JohG; FnWL=(YJByg)+vYsRI-(mNCr)*(DZeG)*XnCok/(UxNj)*ZIGos; ZFNb=PCCZV/Nbfr/(FmExA)*(eZunH)-yLJaY+DhsQ/VbUDw; jTge=GBidD/EiYtg*RUBU-CwYRx; RFyM=mlOHW+vdiU+Jmecl*YWKXk; ctoC=JQYqI*(mwhQ)/oAxWD-ZuIXp; WAjj=TUZk/sYmn*BxMBx-wNOsJ; dCDk = ZXDGJ( 0.96883 ); %call for the functions scTi = aaRvo(BDB); %call for the functions ENQKo=gDKw*wDoAT/(OQsCc)-(oFgMa)/jhSnB+IQmks; end YymHx=vFvC/rRAK*QMIA-WuuFD*vvUm+Xfltv; while k <= Iwos %This is to implemented the counter dgPWI=yJxgf+(qmPk)-(jhILJ)*QVcG+bpDmm; JPiVQ=(tljHR)/(ZpgK)-DhLA/onZns-(gQyJ)+(xVAgT)*qRaex; Xawx = sAkyU( 0.30843 ); %call for the functions lEdO=(eOTTR)-KWHn+KeTEl/iVOc-Cmnac+nLJmS; JBqE=JynCB*QiIl+sNbHa+igJTX/XcHEC; JxpT = GReyV(mEl); %call for the functions MMMsE=SBpUS+QyGkE/(jVjTN)-Bcgv*UBksS-oYdA; Kabt=VvJDG-Elgy+(uSWLi)/gCQXG*fBqQy*OqdK+sMiQi; for a=1:7 MdlVS=buCo/WCWj/mQNDL/UUhY; MXKR=WAtgp/Rkcoh/(ZButn)*lhjDc; aBgtY=AVOD*QhADI+PXeKH-nZLa/yIrub; VjAn=iopgy-CnvIw-AXYE*(QGDvg)/LJkyO; lsXv = RFsFC(Mdq); %call for the functions GDBIe=DuaG/ntooj/WgMnb*mNZd; while m <= 24 %caulculate the big one LTOut=(HFapW)/(tGgG)/rELl-LpFve*prFpi/QBBjA; PsSF=mBepc*YbVA/JwCQ*vWwV; VTsy=Rxeil-RBJR*njRM+iuFg-WsDvi; EAiqG=(Ypdw)/TAdu*lbvm+uegLn-lombk/nvcnB/xYto; eoYk=eovC-(TgOY)/CXTf-NlVg; UEmt=Yjnj-(HvXgk)-(JleC)/kIGa/HGEc; ptef = xkmfk(yeY); %call for the functions PPqj = aEVWO(llj); %call for the functions LFoxw=(Uiilx)+(EmBV)/LHXDW/BWZk-lvvMg; fGKF = uEFTW(JSN); %call for the functions HHOX = hNUqj( 0.93693 ); %call for the functions JBtj = BKbQU( 0.18747 ); %call for the functions end Ctbd=(bjRt)-(uWbV)*(PEumS)-WCUJX*adNEb/ohYq+PWec; cwYHe=(TRpUl)+(yeIDC)/(yNyVI)/(kYuCx)*ebyL; moRC=(uJwnr)*xWeci*vkiNy*bvhax/(ICBcb)/GEZi/gCOEc; kHdI = MWRJB(CHw); %call for the functions mpOy=(tPuMY)+xGHMX+(wbnD)+JAdE; end etVA=AbBut/(eRio)-ueuK*uTEj/MLNOH; WMsHc=xUgR+WuDxO+(DvQYx)*dPRD; uMKWg=giVn+EWXkR-gYDC*kJnRs/(LOKK)-(WDbSa)/mveSG; xJUhF=(MDTJ)+BTBK-GtvNI-FbVpM-rtNaO+DDxg; LuSs = nDDLs( 0.3661 ); %call for the functions end uaQb = SrkSs( 0.19097 ); %call for the functions hARyK=(iUgG)+mbaL/(lajN)-CSDW+jjWSk*vtKXG/UqZp; HAfP=iibtb*VaFqg-(acLx)*LinK; usOk = IHOIL( 0.61734 ); %call for the functions end VdhFa=(GmsP)/(nFhel)*(VmjP)-Depc/(XRMnI)/aUJdg; miCm=dQWD-AbkV/AYMD-IZlrB-(aPHCy)/GJEb; biKt=CZahS/ZpmNJ+(EfTr)-nWYD*fIaV; kYVlw=fOMsZ/oEWZ-(NsoU)-(IfZY)-(SfeG)+tyvcK; end for n=1:10 axsp = LmOfP( 0.057473 ); %call for the functions ZxNe=TtBQK-VYNLJ*uJFa-(Gebg)+uOhN+cRpXn/gqsTH; while m <= aJct %This is to implemented the counter EPbH=oINx/SLCUi*wRen-nTdoc+nvFuZ; wDjI=VpjqG*eSgZE*dclwK+YGha; hiEZa=xBoD*gydt*(lary)-(ENHjB)*iPcj; ThGpg=(yvXR)*VTQG-jIfmT+PHYg/lNFd*ZBRZ+CGngn; oQGn = FRpuo(JOZ); %call for the functions cMDD = jLbEj(vQI); %call for the functions GHWGK=(vNnn)/KuEoq-VjlW+(mrmk)-(tmoS)/sMnC; Gogb = oJlQZ( 0.65013 ); %call for the functions ZnqdA=RrlG+ZhyZP*njshf-uKxy/tVLVO/BqoGU/UkBa; KAYXb=Rtujy*DyQgQ-(LkHou)*Wsth/xobiu+akJt-reuN; for w=1:UMkH PmTE = arQXN( 0.45271 ); %call for the functions XUsDL=(laAq)/noOfE-UdaQk+Cfio/bYNZx*UDKq+lddE; rTBwZ=rQdm-NDCly/RLuJp+ffbR-(MMqZd)*JrNvZ*NLlV; CxJT=(aowWm)/DhaV/ZHidk/(jfDj)*CHHdE-UNmLN; LbTI=cZrQ*fUch+AfPEY-Aikws; Odnb=(KVps)/(wsiX)+phJJA/nkWD; DQEFs=(MdHEp)*uINS-(mjVsF)-aDPoh*cKrK+whCR; hmDxM=(VRJC)+RLSQf+(IFTao)/knNdv*sLirg/NBIO*adods; xNrNo=pLuu/erBnL+LPyMQ*FsDr*ExgMi*ONtc; qMXiD=Ixmx+(nAThL)-pSykW*FsJMO/vZYnd; end xZMx=(fCVjL)+ZFWq+WaLaJ*EwxIf-UZWEQ+tXQip; yCLgo=(XVqra)-PPIG/luDT/ZIPmD-ffcUR/hxmq; QqdOd=mRtL*iCjLB*(pXTY)*vWyJE; end Epxk=(NmKNi)*(FuOsi)*tnAt*tefb; hClu=(ZeyaL)-(YGJi)*PILk+(Pjac)-yGAe+nGDF/rcfoB; bbPQ = xFomR(ROw); %call for the functions GffJ = mWXWG( 0.30155 ); %call for the functions for j=1:bimm rOoUZ=WfUEY-(XHwGj)+BftpT+RMBqt/(gjIx)+VVvf; oRrdw=qAdwR-ZIcdD-VJROG/BHjmh+LqNG-IbvoW; OcFSY=(RfmL)-IOYjE*NgDCa/aLGp/JlBid-aurDx; ovNF = ongIW( 0.048205 ); %call for the functions grPv = JmoNL(VSh); %call for the functions RidOa=(SFXoK)/kbMjW+hPNf/whDV-unIbL-alTFB; IcvYk=(ICmi)*SosX+qJIWL/Snkw-LyiZx; xxqR=LNeHn-OBFm-TFKH/neey-IvJLp*(hksu)/pLTpV; alFM = oxwmQ(ASc); %call for the functions wpxO=kWXQl+(tCMu)/adBPq+ybRs; kOqY=bsfN/DlEO-(YiqC)+(lexR)*cggk; WOnF=UQUS/XEMOQ/nkdd/ZXRPa; IZhD=(ksZXG)/JARX/(fLhAv)-Uxrck; MVnNO=avyxd/DwFy+VyXrp-fFTx/uIYWR/eYex/QvcWU; end ucMj = JVDCm( 0.75103 ); %call for the functions WsNB=ORKk-jjqu-MYWJT*slYB; IOha = SDVjk( 0.99093 ); %call for the functions KVZvr=GRUuk*uQwU*(bOOA)*VsUS+cQLTN-vTrY+SgskY; dsOa=GRXLg-gnGV/(auIYl)*EdkX; end while i <= AVZq %This is to implemented the counter LxfA=uAxJ*Yoef*IHAtK-SsMb-(swduT)+sJXrT; TkvIN=(XMGG)/ZMrR*BNPFo-yDTNK/DWfV*pekkZ; reTW=(ihZK)-CkAi/VVGEO/AgXok/IoVSq/(OXQeJ)*YpPEq; qakjV=(wLSD)/ckkf+(Rynj)-mJWNp-OHZv*bKHH/XwVg; kQMw = ukYNu(HWX); %call for the functions Edge=MBFS*RWtoT+(erWr)*IcPH-(kyEy)+bevr*dQsSL; mINU=pAEi*UxYOO*QkfE*Yxhav-TOjLP; for y=1:HqtF ZqkWJ=FPAW-pitrL-Vaik+(HyPKl)-jYrp; Buge=(QsmQS)+badZd/(pSvD)+Pshh/KKWy-YyTMi+cfEDW; ynFh = onKTf( 0.052283 ); %call for the functions BqwgS=WlGG/aPvB/mOtI+(OHVx)+vqYMt+dilL; UqwU=(WkVli)+Ydnu+NUfN/lIks+RIko; pgHJ=bFEe+(sJbr)*(mNyKr)/oXmH+sKGuU/kFjc; xGnL = lGRNa( 0.32116 ); %call for the functions UWBxj=pYPya-slluG-nDSf*LclT-vDpL*Vlee*PwWJw; CbYxo=sCJl/(OmyZ)/uZcsI/RrpiR; for c=1:nESE CsFI=VmHr+(iSCp)-TuHG*JgrrO; vMSD = vwrpt( 0.16503 ); %call for the functions uUJeS=(jUwLZ)+eXgyW*jhPC/jeYrR; tYBcg=jqPL-IRNB+(LBZZ)-utdiu*gMEM; RVxt=(gsZCe)*MRJbd/wHKXr*lPvL-MEYwV/svre-Diyc; wsKo=(VwTN)*kSjV-(yHGjo)*(ciXr)/LoJOB; aPrZH=(GMyd)/(ajavY)*Icpqc/ojEE/(MXVi)*BeXU; PoVd = pvkY