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qpso_fnav.cpp
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#include <bits/stdc++.h>
#define NUM_RESOURCES 4
#define P_MAX 1
#define P_MIN 0
using namespace std;
int N = 32;
int M = 1 ;
float G = 0.8 ;
int MAX_ITERS = 1;
vector<int> succ_list[123];
vector<int> pred_list[123];
vector<int> res_req_list[123];
int duration[123];
int max_resources[NUM_RESOURCES];
double mBest[123] ;
double gBest_pos[123];
int gBest_cost = INT_MAX;
double getRandom0to1(){
return (float) rand()/RAND_MAX ;
}
void read_file(char*);
class Particle{
public:
double pos[123] ;
double best_pos[123] ;
int best_cost ;
Particle(){
for(int i=0; i<N ; i++)
best_pos[i] = pos[i] = getRandom0to1();
best_cost = INT_MAX ;
}
void performOps();
int evaluateSchedule(bool forward) ;
}particles[123];
class Activity{
public:
int activity_id ;
int start_time ;
int duration ;
int f_time ;
};
int current_particle_id = 0;
int compare(const int &a, const int &b){
return (particles[current_particle_id].pos[a] < particles[current_particle_id].pos[b]);
}
vector<int> getFeasibleActs(bool scheduled[], int completed_preds[], vector<int> *dList){
vector<int> feasible_acts;
for(int i=0 ; i<N ; i++){
if(completed_preds[i] == dList[i].size() && !scheduled[i])
feasible_acts.push_back(i);
}
return feasible_acts ;
}
void executeOnFile(char* filename){
read_file(filename);
int i, iterations = MAX_ITERS ;
while(iterations--){
for(i=0 ; i<N ; i++){
double b = 0 ;
for(int j=0 ; j<M ; j++)
b += particles[i].pos[j];
mBest[i] = b/M ;
}
for(i=0 ; i<M ; i++){
current_particle_id = i ;
particles[i].performOps();
}
}
printf("%d", gBest_cost) ;
}
void Particle::performOps(){
double c1 = getRandom0to1();
double c2 = getRandom0to1();
double u = getRandom0to1();
double r = getRandom0to1();
if(u == 0.0)
u = 0.5 ;
double P[N] ; //Optimization : Allocate dynamically and reuse
double diff[N], z ;
for(int i=0 ; i<N ; i++){
P[i] = (c1*best_pos[i] + c2* gBest_pos[i])/(c1+c2) ;
diff[i] = abs(mBest[i] - pos[i]) ;
diff[i] *= G*log(1/u) ;
if(r<0.5)
pos[i] = P[i] - diff[i] ;
else
pos[i] = P[i] + diff[i] ;
if(pos[i]<P_MIN)
pos[i] = P_MIN ;
else if(pos[i] > P_MAX)
pos[i] = P_MAX ;
}
int cost = min(evaluateSchedule(true), evaluateSchedule(false));
if(best_cost>cost){
best_cost = cost ;
for(int i=0 ; i<N; i++)
best_pos[i] = pos[i] ;
}
if(gBest_cost>cost){
gBest_cost = cost ;
for(int i=0 ; i<N; i++)
gBest_pos[i] = pos[i] ;
}
}
/*void Particle::checkSchedulesValidity(vector<Activity>& sList){
Activity acts[122] ;
for(int i=0 ; i<sList.size() ; i++){
int id = sList[i].activity_id ;
acts[id] = sList[i] ;
int min_start = INT_MIN ;
for(int j=0 ; j<pred_list[id].size() ; j++)
min_start = max(min_start, acts[pred_list[id][j]].f_time);
for(int time=min_start ; time<sList[i].start_time)
}
}
*/
int Particle::evaluateSchedule(bool forward){
vector<Activity> sList ;
bool scheduled[N], finished[N] ;
int completed_preds[N];
int time = 0 ;
for(int i=0 ; i<N ; i++){
scheduled[i] = finished[i] = false ;
completed_preds[i] = 0 ;
}
Activity a0 ;
a0.activity_id = 0 ;
a0.start_time = 0 ;
a0.duration = 0 ;
a0.f_time = 0 ;
sList.push_back(a0) ;
scheduled[0] = true ;
int resources_left[NUM_RESOURCES] ; //OPTIMIZATION: This is redundant
for(int i=0; i<NUM_RESOURCES ; i++)
resources_left[i] = max_resources[i] ;
for(int num_finished = 0 ; num_finished<N ; ){
// cout<<"==>Time:"<<time<<" Finished:"<<num_finished<<"\n";
for(int i=0 ; i<sList.size() ; i++){
if(sList[i].f_time == time && !finished[sList[i].activity_id]){
int id = sList[i].activity_id ;
finished[id] = true ;
// cout<<"Activity "<<id<<" finished.\n";
num_finished++ ;
for(int j=0 ; j<NUM_RESOURCES ; j++){
resources_left[j] += res_req_list[id][j];
// cout<<res_req_list[id][j]<<"/"<<resources_left[j]<<"/"<<max_resources[j]<<"\n";
}
if(forward)
for(int j=0 ; j<succ_list[id].size(); j++)
completed_preds[succ_list[id][j]]++ ;
else
for(int j=0 ; j<pred_list[id].size(); j++)
completed_preds[pred_list[id][j]]++ ;
}
}
vector<int> feasible_activities ;
if(forward)
feasible_activities = getFeasibleActs(scheduled, completed_preds, pred_list) ;
else
feasible_activities = getFeasibleActs(scheduled, completed_preds, succ_list) ;
sort( feasible_activities.begin(), feasible_activities.end(), compare ) ; //sort by decreasing priority ---====CHECk
int flag, id;
for (int i=0 ; i<feasible_activities.size() ; i++){
id = feasible_activities[i] ;
flag = 0 ;
for(int j=0; j<4 ;j++)
if(resources_left[j] < res_req_list[id][j])
flag = 1 ;
if(flag == 0){
// Schedule this activity
Activity a1 ;
a1.activity_id = id ;
a1.start_time = time ;
a1.duration = duration[id];
a1.f_time = a1.start_time + a1.duration ;
sList.push_back(a1) ;
scheduled[id] = true ;
if(a1.start_time == a1.f_time)
time-- ;
for(int j=0 ; j<NUM_RESOURCES ; ++j)
resources_left[j] -= res_req_list[id][j] ;
}
}
time++;
}
checkSchedulesValidity(sList);
int cost = 0;
for(int i=0 ; i<sList.size() ; i++){
cost = max(cost, sList[i].f_time) ;
}
return cost ;
}
int main(int argc, char **argv){
/**
* 1. Initialize Global variables : pred_list, succ_list, res_req_list, duration, max_resources, gBest_pos
* 2. Read File
*/
for(int i=0 ; i<N; i++)
gBest_pos[i] = getRandom0to1();
srand((unsigned)time(NULL));
if(argc>=4){
// ./qpso_fnav j301_1.sm N M schedules
N = atoi(argv[2]) ;
M = atoi(argv[3]) ;
if(argc>=5)
MAX_ITERS = atoi(argv[4])/M ;
if(argc>=6)
G = atof(argv[5]);
executeOnFile(argv[1]);
}
}
void read_file(char* filename){ //Tested: Working perfectly!
FILE *fp = fopen(filename, "r");
char line[100];
int i = 1 ;
int num[10];
while( fgets(line, 79, fp) != NULL ){
istringstream iss(line) ;
// cout<<" "<<line;
if(19<=i && i<N+19){
//Parse successors
iss>>num[0]>>num[1]>>num[2] ;
// cout<<num[0]<<" has "<<num[2]<<" successors\n";
for(int k=0 ; k<num[2] ; k++){
iss>>num[3];
// cout<<" "<<num[3];
succ_list[num[0]-1].push_back(num[3]-1) ;
pred_list[num[3]-1].push_back(num[0]-1) ;
}
// cout<<"\n";
}
else if(N+19+4<=i && i<N+19+4+N){
//Parse resource requirements
iss>>num[0]>>num[1]>>num[5]>>num[1]>>num[2]>>num[3]>>num[4] ;
// printf("Activity: %d R1:%d R2:%d R3:%d R4%d\n", num[0],num[1],num[2],num[3],num[4]);
res_req_list[num[0]-1].push_back(num[1]);
res_req_list[num[0]-1].push_back(num[2]);
res_req_list[num[0]-1].push_back(num[3]);
res_req_list[num[0]-1].push_back(num[4]);
duration[num[0]-1] = num[5] ;
}
else if(i==2*N+19+4+3){
iss>>max_resources[0]>>max_resources[1]>>max_resources[2]>>max_resources[3];
}
i++;
}
}
//output: + no sync : 44.37secs