ࡱ> v- R6ebjbjuShuShG"SH"H"/////D(0(0(0041(0ff^13333f6f6f6eeeeeee$izleQ/f6"6"D6"f6f6e//33| fIIIf6/3/3eIf6eII%U|U3m"IE2Ue6f0ffUmHm$Um/Uf6f6If6f6f6f6f6eeH.f6f6f6fff6f6f6f6mf6f6f6f6f6f6f6f6f6H"b .: WNRB\{lvNRDnzfOSMn|~xvz&qX1 AyX1 Y[XX1, 21.NWS'Yf[:gh] zf[b WSN 2100002.NWS'Yf[Oo`yf[N] zf[b WSN 210096 Xd :NcؚONNRDnMnvTt'` NN*NWN{lvNRDnzfOSRM|~0,geHQN~N|~vFhg~gNR!jWW v^xvzN)R(ue_Oo`OckeNR^\'`w5vel0TcQNyRB\_{l(uNۏLNRDnMnOS 勗{lS{SvhQpeSЏ{Ǐ z TeSؚHev)R(uSOo` OOS~gfwQ[He'`0gTv[hf|~OS~go}Y wQ g:_v[(u'`0sQ.͋]\OAm{lNRDnOSMnHuman Resource Distribution Smart Optimizing System Using Multi-Layer Ant Colony OptimizationJiao X1, Qi X1, Sun XX1, 2(1. School of Mechanical Engineering, Southeast University, Nanjing, 210000;2. School of Information Engineering, Southeast University, Nanjing, 210096)Abstract: To improve the quality of human resource distribution (HRD) in enterprise, a system of HRD (HRDS) is designed in this paper. Based on the function requirement and the features of HRD, the frame structure and functional module of the system is built in this paper. According to the features of HRD, the state transition rule and pheromone update rule in ant colony optimization (ACO) are appropriately modified, so that the optimizing process can be obviously reduced. Experimental results manifest that this system is accurate, useful and high efficiency.Key words: Workflow; Human resource; Ant colony optimization; Distribution optimizing 6R NQzNevop YUOTt)R(uꁫDn/fONuX[N&TvN*N͑V }0NRDn\O:NONvNy͑Dn vQRMv(ϑ\vcq_T@wONvЏ%Heg N Q[NONvuX[N&T06q =\{vMRYONMWYNERP0PDM0MESI{Oo`|~NcGSꁫv{tNЏLHes FO/f(WNXTNNR9SMeb N,NǑ(uKb]e_ QP{tv*NN{t~[b01uN*NN~__&^ g;N‰'`0@\P'` NNhQ@\eQKb_gOeHh ُ[NRDnRMb:NONЏ%vt0[dksr яt^egYf[U\_N[NXTMnOSvxvz 8^v gWNT{|{lYWNWёyvWSN^ybRyv2008oD03027 \O{N&qX 1985- 7u UxXxvzu E-mail: jiaoxxx@hotmail.comAyX 1964- sY oRYec E-mail: qixx@seu.edu.cnY[XX 1965- 7u Yec ZS[ E-mail: sunxx@seu.edu.cn.^y~Q~X:_f[`N{l[1]0multi-objective immune Deadline-based[2-3]0locality principle[4]TLvalgorithm[5]I{ bWNT{|V{eu[6-7]0FOT{|OSel 'YYNNOSvheQKb *gQONꁫRMNRevV gyrpT`N` [ONs gvOo`{t|~*gRNEQR)R(u0NRDnRMv]\O/fNyxQWvYvhOS {l]f/f㉳Qv gR]wQKNN[8-11] sQN{l(WDnOSMn-Nv^(u _N_Nv^bg[12-13]0FO/fsQNNRDnMnebvxvz\\ v^N(Ws gxvz-N ۏLNRRMe@bvSpe N,1uN]c[ YXT]vRe9hncSSe_OckǏvS_MRNRlv(ue0OfW:S+R ;NSOs(WY Neb1.^_s'` (WACO-Nhs:Ng~NOV0Rwp2.^MS'` (WACO-Nhs:NN0R@b gv~p3.S͑Y'` (WACO-Nhs:N~pS͑Y b0[Y Nyrp O~v{lvc^(uNNRDnOSRM O&^egvhQpeYBg0{Ǐ zA~tI{ Vdk9hncNRDnRMǏ zvyrp [ O~ACOۏLN[v9eۏ0sQN O~ACOvW,gQpe0SpeI{[IN SS[8-9]02.2.1 vhQpeON[NR[b`Qvċ$RchN, g Np sS1.[be2.@bb,g3.[b(ϑ0vMRONc6evY:N[USyv P[NRN0RTychGWn:Ng~vv NBlh[b0Vdk:N|{OSǏ z0cؚOSHes ,geƉ@b gNRGWS0R(ϑBl0 TeONvNR[bb,g;N go'`vNRb,gSlx'`b,gYPgeb,g0uNb,g0irAmb,gI{~b01uN[ TNNT.046<>FNPR " $ , P R      & ( * 6 : B D F L    ) + 1 : ; < F ίίίȝȝhS:5CJhS:CJH*aJo(hS:CJaJo(hS:5CJo(hS:CJo( hS:CJhS:CJaJhS:CJH*QJaJo(hS:CJQJaJo(hS:5CJ$hS:5CJ$QJo(>0P$ R  D < L^pT $9DYD2a$` $1$XD2YD2 $WD`a$WD`$a$.0`bJL Xb\^bnpRTVûjI hS:UVo(jhS:UhS:hS:5CJQJaJo(hS:5CJaJo( hS:H*o(hS:CJaJhS:CJaJo(hS:5CJaJo(*jhS:5CJUaJmHnHsHtH hS:o( hS:CJhS:CJo(3HJJLNPRdfjvx$&>@\^`bFHJPRdfvx hS:6o(hS:5QJaJo(hS:5aJo(hS:5CJQJaJo(hS:5CJaJo(hS:CJaJo(j\hS:UjI hS:UVo(hS:jhS:U hS:o(hS:CJQJo(hS:CJo(7JRfxbH(J`|8XpWD` XD2YD2 $1$XD2YD2 $9DYD2a$$a$`  &(*,02HJNPTV^`dfjlz|68:@BVXZfhnprvx hS:6H*hS: hS:6o( hS:o( hS:H*o(hS:6H*o(V"024JL  & ( 4 6 8 : \ ^ ` b d ~ T!V!h!j!l!n!~!!!!!!!!!!!!ƵjkhS:EHU jI hS:CJKHUVo(hS:jhS:UhS:6aJo(hS:QJaJo(hS:aJo(hS:6H*o( hS:6o( hS:o(C46 V!!6"~""&#x####N$$$ $4$`a$ $4$]a$Yd` YdWD`$4$a$` XD2YD2WD`!!!!!!!!!""""" 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Tsuji, et al. Pattern analysis and machine intelligence[J]. IEEE Transaction on, 1992, 14(2): 257-262. ^Sf, l'Y-N, sNr. zfnivxvzsrNsQ.b/gRg[J]. 6R NꁨRS, 2008, 30(4): 1-6.R.S.Rao, K.Conn, S.H.Jung, et al. Human robot interaction: application to smart wheelchairs[C]. International Conference on Robotics & Automation, Washington, DC: 7803-7272, 2002: 3583-3588.Richard Simpson, Edmund LoPresti, Steve Hayashi, et al. The smart wheelchair component system[J]. Journal of Rehabilitation Research & Development, 2004, 41(3B): 429-442.z\uQ. WNƉɉTXl OahVv0WbyR:ghVN[MON_ĉRxvz[D]. WSN: NWS'Yf[, 2006.uwme, \[, _Ŗ=NI{. yR:ghVNЏRvhߍ*|~[J]. _{:gOo`, 2007, 23(9-2): 249-251.c}TT, Z^R, s\NS. 8lx_chVR4YR\Oyr'`NwRgNՋxvz[J]. -NV5u:g] zf[b, 2005, 25(1): 109-113.Fang Shuhua, Lin Heyun, et al. Magnetic field analysis and dynamic characteristic prediction of ac permanent-magnet contactor[J]. IEEE Trans. Magnetics, 2009, 45(7): 2990-2995.?bmNS, gdN, !l_I{. 8lxchVx:W gPCQRgSc6RUSCQ[J]. -NV5u:g] zf[b, 2006, 26(22): 162-166.kNH, gdN, jlHQuQI{. 8lxchVdR:ggYvhR`OS[J]. NWS'Yf[f[b(6qyf[Hr), 2009, 39(2): 287-292.jlHQuQ, gdN, ?bmNSI{. 8lxchVMOyRkPWMc6RS8TTǏ zR`yr'`Rg[J]. -NV5u:g] zf[b, 2010, 30(3): 113-118.Chien T C. Applying closing phase-angle control technique in bounce reduction of AC permanent magnet contactor[J]. 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