vrpsavings.m

物流分析工具包。Facility location: Continuous minisum facility location, alternate location-allocation (ALA)

function [rte,TC] = vrpsavings(C,varargin)
%VRPSAVINGS Clark-Wright savings algorithm for VRP route construction.
% [rte,TC] = vrpsavings(C,cap,twin,rtefeas,Sij,h)
%  [Sij,s] = vrpsavings(C,'savings')                       % Output default
%      C = n x n matrix of costs between n vertices
%    cap = {q,Q} = cell array of capacity arguments, where
%              q = n-element vector of vertex demands, with depot q(1) = 0
%              Q = maximum route load
%   twin = {ld,TW} = cell array of time window arguments
%             ld = 1, n, or (n+1)-element vector of load/unload timespans
%             TW = n or (n+1) x 2 matrix of time windows
%                = (n+1)-element cell array, if multiple windows
%rtefeas = {'rtefeasfun',P1,P2,...} = cell array specifying user-defined
%          function to test the feasibility of a single route
%    Sij = 2-column matrix of savings indices [i j]
%        = (default) indices corresponding to savings S(i,j) in
%          non-increasing order, where
%             S(i,j) = C(i,1) + C(1,j) - C(i,j), for i,j = 2:n, i ~= j
%      h = (optional) handle to vertex plot, e.g., h = PPLOT(XY,'.');
%          use 'Set Pause Time' on figure's Matlog menu to pause plot
%    rte = m-element cell array of m routes
%     TC = m-element vector of route costs
%      s = vector of savings S(i,j) corresponding to Sij
%
% See RTETC for information about the input parameters
%
% (Based on G. Clark and J.W. Wright, Oper. Res., 12, 1964, as described in
%  R.C. Larson and A.R. Odoni, Urban Operations Res., Prentice-Hall, 1981.)
%
% Example:
% vrpnc1  % Loads XY, q, Q, ld, and maxTC
% C = dists(XY,XY,2);
% h = pplot(XY,'r.');
% pplot(XY,num2cellstr(1:size(XY,1)))
% [rte,TC] = vrpsavings(C,{q,Q},{ld},{'maxTCfeas',maxTC},[],h);

% Copyright (c) 1994-2006 by Michael G. Kay
% Matlog Version 9 13-Jan-2006 (http://www.ie.ncsu.edu/kay/matlog)

% Input Error Checking ****************************************************
error(nargchk(1,6,nargin))

if length(varargin) < 5, [varargin{length(varargin)+1:5}] = deal([]); end
[cap,twin,rtefeas,Sij,h] = deal(varargin{:});

outputdef = 0;
if strcmpi('savings',cap), cap = []; outputdef = 1; end

try  % Use for error checking and to store input arguments
   rteTC([],C,cap,twin,rtefeas);
catch
   errstr = lasterr;
   idx = find(double(errstr) == 10);
   error(errstr(idx(1)+1:end))
end

n = length(C);

if isempty(Sij), [Sij,s] = savings(C); end
if isempty(h), h = NaN; end

if outputdef, rte = Sij; TC = s; return, end

if size(Sij,2) ~= 2 | any(Sij(:,1) == Sij(:,2)) | any(Sij(:,1) < 1) ...
      | any(Sij(:,2) < 1) | any(Sij(:,1) > n) | any(Sij(:,2) > n)
   error('Incorrect savings indices "Sij".')
elseif (~ishandle(h) & ~isnan(h)) | (ishandle(h) & (length(h) ~= 1 | ...
      ~strcmp(get(h,'Type'),'line') | ...
      ~strcmp(get(h,'LineStyle'),'none') | ...
      length(get(h,'XData')) ~= n | length(get(h,'YData')) ~= n))
   error('Invalid handle "h".')
end
% End (Input Error Checking) **********************************************

if ishandle(h)
   axes(get(h,'Parent'))
   delete(findobj(gca,'Tag','rteplot'))
   XY = [get(h,'XData')' get(h,'YData')'];
   if strcmp(get(gca,'Tag'),'proj'), XY = invproj(XY); end
   title('Savings Algorithm for VRP Route Construction')
   pplot(XY(1,:),'rs','Tag','rteplot')
   if isempty(pauseplot('get')), pauseplot(Inf), end
end

% Internal variable definitions:
%
%       S(i,j) = savings associated with adding edge (i,j) to a route
%            s = current edge
%    i(s) = is = beginning vtx of edge 's'
%    j(s) = js = ending vtx of edge 's'
% intvtx(i(s)) = 1, if vtx i(s) is interior vtx of a route
%        b(is) = route that vtx 'is' is beginning vtx in
%              = 0, if 'is' not beginning vtx
%        e(is) = route that vtx 'is' is ending vtx in
%              = 0, if 'is' not ending vtx
%           ir = max{b(is),e(is)} = route that vtx 'is' is beginning or
%                                   ending vtx in
%              = 0, if vtx 'is' not beginning or ending vtx
%           nr = no. of current route
%        r{nr} = route 'nr'
%    nvtxinrte = no. vtx in all routes created so far

% Create multi-vertex routes (single-vertex routes created later)
i = Sij(:,1); j = Sij(:,2);
[intvtx,b,e,qr] = deal(zeros(1,n));
nr = 0;
s = 1;
while s <= length(i)
   
   % Both vtx i & j not interior
   if ~intvtx(i(s)) & ~intvtx(j(s))             
      is = i(s);
      js = j(s);
      ir = b(is) + e(is);
      jr = b(js) + e(js);
      replot = 1;
      
      % Make new rte using vtx i & j
      if ~ir & ~jr & isfinite(rteTC(add1s([is js])))        
         nr = nr + 1;
         r{nr} = [is js];
         b(is) = nr;
         e(js) = nr;
         str = sprintf('Make New Route %d using Vertices %d and %d',...
            nr,is,js);
         
         % Add vtx j to rte i
      elseif ir & ~jr & e(is) & isfinite(rteTC(add1s([r{ir} js])))      
         r{ir} = [r{ir} js];
         e(js) = ir;
         intvtx(is) = 1;
         str = sprintf('Add Vertex %d to End of Route %d',js,ir);
         
         % Add  vtx i to rte j
      elseif ~ir & jr & b(js) & isfinite(rteTC(add1s([is r{jr}])))    
         r{jr} = [is r{jr}];
         b(is) = jr;         
         intvtx(js) = 1;
         str = sprintf('Add Vertex %d to Beginning of Route %d',is,jr);
        
         % Combine rte i & j
      elseif ir & jr & ir ~= jr & e(is) & b(js) & ...
            isfinite(rteTC(add1s([r{ir} r{jr}])))    
         e(r{jr}(end)) = ir;
         r{ir} = [r{ir} r{jr}];
         r{jr} = [];
         intvtx([is js]) = 1;
         str = sprintf('Combine Routes %d and %d',ir,jr);
        
         % Can't make new route
      else
         replot = 0;
      end   % Make new rte using vtx i & j
      
      if ishandle(h) & replot == 1
         rr = r;
         for k = 1:nr, rr{k} = [1 rr{k} 1]; end
         str = sprintf('VRP Savings: %s, TC = %f',str,sum(rteTC(rr)));
         fprintf('%s\n',str), title(str)
         delete(findobj(gca,'Tag','rteplot'))
         pplot(XY(1,:),'rs','Tag','rteplot')
         pplot(rr,XY,'m','Tag','rteplot')
         pauseplot
      end
      
   end   % Both vtx i & j not interior
   
   s = s + 1;
   b(1) = 0; e(1) = 0;   % Re-set in case is = 1 or js = 1 was added to rte
   
end   % while

% Create single-vertex routes
for s = find(~b(2:end) & ~e(2:end)) + 1
   nr = nr + 1;
   r{nr} = s;
   if ~isfinite(add1s(s))
      if nargout < 4
         error(['Route [1 ',num2str(s),' 1] infeasible.'])
      else
         XFlg = -1; rte = add1s(s); TC = []; return
      end
   end
end
if nr == 0, rte = 1; end   % Depot-only route
XFlg = 1;

% Remove empty routes in 'r' to make 'rte'
m = 0;
for k = 1:nr
   if ~isempty(r{k})
      m = m + 1;
      rte{m} = add1s(r{k});
   end
end

if nargout > 1, TC = rteTC(rte); else TC = []; end

if ishandle(h) && nargout > 1
   str = sprintf('VRP Savings: Final TC = %f and %d Routes',...
      sum(TC),length(TC));
   fprintf('%s\n\n',str)
   title(str)
   delete(findobj(gca,'Tag','rteplot'))
   pplot(XY(1,:),'rs','Tag','rteplot')
   pplot(rte,XY,'m','Tag','rteplot')
   pauseplot
end


% *************************************************************************
% *************************************************************************
% *************************************************************************
function rte = add1s(rte)
%ADDLS Add depot to begin and end of route.

if rte(1) ~= 1, rte = [1 rte]; end
if rte(end) ~= 1, rte = [rte 1]; end


% *************************************************************************
% *************************************************************************
% *************************************************************************
function [Sij,s] = savings(C)
%SAVINGS Ordered savings.

n = length(C);

[i,j,s] = argsort(...
   C(2:end,1)*ones(1,n-1) + ones(n-1,1)*C(1,2:end) - C(2:end,2:end));
Sij = flipud([i j s]);
Sij(Sij(:,1) == Sij(:,2),:) = [];
s = Sij(:,3);
Sij = Sij(:,[1 2]) + 1;