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資源簡介

一個matlab代碼,用遺傳算法(GA)解決多旅行商(MTSP)問題,算法中可以自己設(shè)定旅行商人數(shù)等參數(shù),比較方便,注釋也比較詳細,很好理解的。

資源截圖

代碼片段和文件信息

%?MTSP_GA?Multiple?Traveling?Salesmen?Problem?(M-TSP)?Genetic?Algorithm?(GA)
%???Finds?a?(near)?optimal?solution?to?the?M-TSP?by?setting?up?a?GA?to?search
%???for?the?shortest?route?(least?distance?needed?for?the?salesmen?to?travel
%???to?each?city?exactly?once?and?return?to?their?starting?locations)
%
%?Summary:
%?????1.?Each?salesman?travels?to?a?unique?set?of?cities?and?completes?the
%????????route?by?returning?to?the?city?he?started?from
%?????2.?Each?city?is?visited?by?exactly?one?salesman
%
%?Input:
%?????XY?(float)?is?an?Nx2?matrix?of?city?locations?where?N?is?the?number?of?cities
%?????DMAT?(float)?is?an?NxN?matrix?of?city-to-city?distances?or?costs
%?????NSALESMEN?(scalar?integer)?is?the?number?of?salesmen?to?visit?the?cities
%?????MINTOUR?(scalar?integer)?is?the?minimum?tour?length?for?any?of?the?salesmen
%?????POPSIZE?(scalar?integer)?is?the?size?of?the?population?(should?be?divisible?by?8)
%?????NUMITER?(scalar?integer)?is?the?number?of?desired?iterations?for?the?algorithm?to?run
%?????SHOWPROG?(scalar?logical)?shows?the?GA?progress?if?true
%?????SHOWRESULT?(scalar?logical)?shows?the?GA?results?if?true
%
%?Output:
%?????OPTROUTE?(integer?array)?is?the?best?route?found?by?the?algorithm
%?????OPTBREAK?(integer?array)?is?the?list?of?route?break?points?(these?specify?the?indices
%?????????into?the?route?used?to?obtain?the?individual?salesman?routes)
%?????MINDIST?(scalar?float)?is?the?total?distance?traveled?by?the?salesmen
%
%?Route/Breakpoint?Details:
%?????If?there?are?10?cities?and?3?salesmen?a?possible?route/break
%?????combination?might?be:?rte?=?[5?6?9?1?4?2?8?10?3?7]?brks?=?[3?7]
%?????Taken?together?these?represent?the?solution?[5?6?9][1?4?2?8][10?3?7]
%?????which?designates?the?routes?for?the?3?salesmen?as?follows:
%?????????.?Salesman?1?travels?from?city?5?to?6?to?9?and?back?to?5
%?????????.?Salesman?2?travels?from?city?1?to?4?to?2?to?8?and?back?to?1
%?????????.?Salesman?3?travels?from?city?10?to?3?to?7?and?back?to?10
%
%?Example:
%?????n?=?35;
%?????xy?=?10*rand(n2);
%?????nSalesmen?=?5;
%?????minTour?=?3;
%?????popSize?=?80;
%?????numIter?=?5e3;
%?????a?=?meshgrid(1:n);
%?????dmat?=?reshape(sqrt(sum((xy(a:)-xy(a‘:)).^22))nn);
%?????[optRouteoptBreakminDist]?=?mtsp_ga(xydmatnSalesmenminTour?...
%?????????popSizenumIter11);
%
%?Example:
%?????n?=?50;
%?????phi?=?(sqrt(5)-1)/2;
%?????theta?=?2*pi*phi*(0:n-1);
%?????rho?=?(1:n).^phi;
%?????[xy]?=?pol2cart(theta(:)rho(:));
%?????xy?=?10*([x?y]-min([x;y]))/(max([x;y])-min([x;y]));
%?????nSalesmen?=?5;
%?????minTour?=?3;
%?????popSize?=?80;
%?????numIter?=?1e4;
%?????a?=?meshgrid(1:n);
%?????dmat?=?reshape(sqrt(sum((xy(a:)-xy(a‘:)).^22))nn);
%?????[optRouteoptBreakminDist]?=?mtsp_ga(xydmatnSalesmenminTour?...
%?????????popSizenumIter11);
%
%?Example:
%?????n?=?35;
%?????xyz?=?10*rand(n3);
%?????nSalesmen?=?5;
%?????minTour?=?3;
%?????popSize?=?80;
%?????numIter?=?5e3;
%?????a?=

?屬性????????????大小?????日期????時間???名稱
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?????文件???????1332??2011-11-07?23:10??mtsp_ga\license.txt

?????文件??????10265??2011-11-07?23:10??mtsp_ga\mtsp_ga.m

?????目錄??????????0??2013-09-12?16:42??mtsp_ga

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????????????????11597????????????????????3


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