蚁群算法C语言程序已运行

1、/Basic Aiit Colony Algoritlun for TSP#include <iostreaiii.h>#include <fstieam.h>#include <matli.h>#include <time.h>#include <conio.h>#include <stdlib.h>#include <iomanip.h>define N 31 /city sizedefine M 31 /aiit numberdouble iiiittao=l;double taoNN;double de

2、tataoNN;double distanceNN;double yitaNN;mt tabuMN;mt routeMN;double solutionM;mt BestRoutefN;double BestSolution= 10000000000;double alfabetajoiLQ;mt NcMax;void uiitparameter(void); / initialize tlie parameters of basic ACAdouble EvalueSolution(int *a); / evaluate the solution of TSP. and calculate

3、tlie lengtli of path void InCityXY( double x, double y, chai *infile ); / input the nodes* coordmates of TSPvoid mitparameter(void) alfa=l; beta=5; rou=0.9; Q=100:NcMax=200; void main(void) mt NC=0:uutparameter();double xNJ;double yN;IiiCitvXY( x, y, Mcity31.tspH);fbi(mt i=0;i<N;i-H-)fbr(mt 尸 i+

4、1J <NJ+) distanceji=sqrt(xi 卜xj)*(xi 卜xtHWyM-yLiDTyli 卜yj)； distanc eij =distance ji; calculate the heuiistic paiameteisfbr(i=O;i<N;i-H-)fbr(mt j=O;j<Nj +)taoij=inittao;yitaij=1 OO/distancei j;fbr(mt k=O;k<M;k+)fbr(i=O;i<N;i-H-)routeki=-l;srand(tune(NULL);fbr(k=O ;k<M ;k+)routek0=k

5、%N;tabu k route k 0 =1;/each ant try to find the optiamal pathdo iiit s=l;double partsum;double pper;double diand;/ant choose one whole pathwliile(s<N)fbr(k=O ;k<M ;k+)mt jrand=rand()%3000;drandjiand/3001partsum=0;ppwO;fbr(mt j=O;j<Nj +)if(tabukj=O)pailsuin+=pow(taoroutek s-1 j ,alfa)*pow(y

6、itaroutek s-lj,beta); for(j=0;j<N;j-H-) if(tabukj=O) pper+=pow(taorouteks-1 j,alfa)*pow(yitarouteks-1 j,beta)/partsum; if(pper>diaiid)break;tabukj=l;routek s=j;S+；H the pheromone is updatedfbr(i=O;i<N;i-H-)fbr(mt j=O;j<Nj +)detataoij=0;fbr(k=O ;k<M ;k+)solutionk=EvalueSolution(routek)

7、;if(solutionk<BestSolution)BestSolution=solutionk;fdi(s=O;s<NT;s+)BestRoute =iou2k；fbr(k=O ;k<M ;k+)fbr(s=O;s<N 1 ;s+)detataorouteks route k s+1 +=Q/solutionk;detatao routek N-1 route k 0+=Q/solutionk;fbr(i=O;i<N;i-H-)fbr(mt j=O;j<Nj +)tao i j =rou * tao i j +detataoi j ;if(taoij&l

8、t;0.00001)taoij=0.00001;if(taoi|j>20)taoij=20;fbr(k=O ;k<M ;k+)for(mtj=l;j<Nj+)tabu k route kj=O;routekj=-l;NC+; while(NC<NcMax);/output the calculating resultsfstream result;result.open(HoptiniaLresults.log, ios:app);if(!result)cout«Hcan*t open tlie <optiniaLresultsog> file!i

9、r；exit(O);result«H*M«endl;result«Mthe initialized paiameters of AC A are as follows:n«endl;result«,lalfa=,«alfa«i, beta=ii«beta«, rou=H«rou«, Q=H«Q«endl;result«Mthe niaxmium iteration number of ACA is:H«NcMax«endl;result

10、«Mthe shortest length of the path is:H«BestSolution«endl;result«Hthe best route is:H«endl;fbr(i=O;i<N;i-H-)result«BestRoutei«H H;result«endl;result«H*M«endl«endl;result.closeQ;cout«Hthe shortest length of the path is:M«BestSolution«endl;double EvalueSolution(int *a)double dist=O;fbi(mt i=0;i<N-l;i+)dist+=distanceai ai+1 ;dist+=distanceai a0;return dist;void InCityXY( double x, double y, chai *infile )fstream iiixyfile( mfile, ios:m | ios:nocreate );if( ?iiixyfile)c