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ICA.cpp
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#include "stdafx.h"
#include "ICA.h"
ICA::ICA(void)
{
}
ICA::ICA(list<int> ParamIndex, list<int> ParamVal, int CountryNum, int ImpNum, int DecadeNum,double RevolutionRate, bool IsEqualParamValAllowed, const CostfunType &CostFunc, double inAcceptableCostVal, string logfileName): Cost(CostFunc){
m_ParamIndex=ParamIndex;
m_ParamVal=ParamVal;
m_CountryNum=CountryNum;
m_ImpNum=ImpNum;
m_DecadeNum=DecadeNum;
m_IsEqualParamValAllowed=IsEqualParamValAllowed;
m_RevolutionRate=RevolutionRate;
m_InAcceptableCostVal=inAcceptableCostVal;
m_Timer.Start();
if(m_ImpNum>=m_CountryNum){
cout<<"Error: Impires must be less than countries\n";
exit(0);
}
m_LogFile.open(logfileName);
if(!m_LogFile){
cout<<"can not open file:" <<logfileName<<endl;
exit(0);
}
m_LogFile.clear();
unsigned long int t=m_Timer.GetElapsedTime();
m_LogFile<<t/1000<<":\tICA START\n imper="<<m_ImpNum<<"\t country="<<m_CountryNum<<"\tDecades="<<m_DecadeNum<<"\n";
}
void ICA::InitializeCountries(){
if(!m_CountryList.empty()) return;
for(int i=0;i<m_CountryNum;i++){
Country_Profile Profile;
for (list<int>::iterator it = m_ParamIndex.begin(); it != m_ParamIndex.end(); it++){
list<int>::iterator itRsc = m_ParamVal.begin();
advance(itRsc,myrandom(m_ParamVal.size()));
Profile.Country[(*it)]=(*itRsc);
}
Profile.Cost=Cost(Profile.Country);
if(Profile.Cost>=m_InAcceptableCostVal){
i--;
continue;
}
m_CountryList.push_back(Profile);
}
unsigned long int t=m_Timer.GetElapsedTime();
m_LogFile<<t/1000<<":\tCountries have been Initialized\n";
}
void ICA::InitializeCountries(map<int,int> *Countries, int n){
for(int i=0;i<n;i++){
Country_Profile Profile;
Profile.Country=Countries[i];
Profile.Cost=Cost(Profile.Country);
if(Profile.Cost>=m_InAcceptableCostVal){
continue;
}
m_CountryList.push_back(Profile);
}
for(int i=m_CountryList.size();i<m_CountryNum;i++){
Country_Profile Profile;
for (list<int>::iterator it = m_ParamIndex.begin(); it != m_ParamIndex.end(); it++){
list<int>::iterator itRsc = m_ParamVal.begin();
advance(itRsc,myrandom(m_ParamVal.size()));
Profile.Country[(*it)]=(*itRsc);
}
Profile.Cost=Cost(Profile.Country);
if(Profile.Cost>=m_InAcceptableCostVal){
i--;
continue;
}
m_CountryList.push_back(Profile);
}
unsigned long int t=m_Timer.GetElapsedTime();
m_LogFile<<t/1000<<":\tCountries have been Initialized\n";
}
void ICA::InitializeCountries(list<map<int,int>> Countries){
for(int i=0; i<Countries.size();i++){
//list<map<int,int>>::iterator it=Countries->begin();it!=Countries->end();it++){
Country_Profile Profile;
Profile.Country=*(Countries.begin());
Countries.pop_front();
Profile.Cost=Cost(Profile.Country);
if(Profile.Cost>=m_InAcceptableCostVal){
continue;
}
m_CountryList.push_back(Profile);
}
for(int i=m_CountryList.size();i<m_CountryNum;i++){
Country_Profile Profile;
for (list<int>::iterator it = m_ParamIndex.begin(); it != m_ParamIndex.end(); it++){
list<int>::iterator itRsc = m_ParamVal.begin();
advance(itRsc,myrandom(m_ParamVal.size()));
Profile.Country[(*it)]=(*itRsc);
}
Profile.Cost=Cost(Profile.Country);
if(Profile.Cost>=m_InAcceptableCostVal){
i--;
continue;
}
m_CountryList.push_back(Profile);
}
unsigned long int t=m_Timer.GetElapsedTime();
m_LogFile<<t/1000<<":\tCountries have been Initialized\n";
}
void ICA::InitializeImpires(){
//select Imperialists
m_CountryList.sort();
Imper_Profile imp;
for(int i=0;i<m_ImpNum;i++){
imp.Imper=m_CountryList.front();
m_ImperList.push_back(imp);
m_CountryList.pop_front();
}
//assign colonies
list<Imper_Profile>::iterator itImp = m_ImperList.begin();
for (list<Country_Profile>::iterator it = m_CountryList.begin(); it != m_CountryList.end(); it++){
if(itImp==m_ImperList.end())
itImp=m_ImperList.begin();
itImp->ColonyList.push_back(*it);
itImp++;
}
unsigned long int t=m_Timer.GetElapsedTime();
m_LogFile<<t/1000<<":\tImpers have been constructed\n";
}
void ICA::ColonyCostCalc(){
for(list<Imper_Profile>::iterator itImp=m_ImperList.begin();itImp!=m_ImperList.end();itImp++){
for(list<Country_Profile>::iterator itCol=itImp->ColonyList.begin();itCol!=itImp->ColonyList.end();itCol++){
itCol->Cost=Cost(itCol->Country);
}
}
}
void ICA::Assimulate_Clony_to_Imper(){
for(list<Imper_Profile>::iterator itImp=m_ImperList.begin();itImp!=m_ImperList.end();itImp++){
for(list<Country_Profile>::iterator itCol=itImp->ColonyList.begin();itCol!=itImp->ColonyList.end();itCol++){
int n=0,m=1;
while(n++!=itImp->Imper.Country.size()){
map<int,int>::iterator it;
it=itImp->Imper.Country.begin();
advance(it,rand()%itImp->Imper.Country.size());
if(itCol->Country[it->first]!=it->second){
itCol->Country[it->first]=it->second;
if(!m--) break;
}
}
//itCol->Cost=Cost(itCol->Country);
}
}
}
void ICA::Doing_Revolution(){
int n=int(m_RevolutionRate*m_ImperList.size());
for(int i=0;i<n;i++){
list<Imper_Profile>::iterator itImp=m_ImperList.begin();
advance(itImp,rand()%m_ImperList.size());
for(list<Country_Profile>::iterator colIt=itImp->ColonyList.begin();colIt!=itImp->ColonyList.end();colIt++){
map<int,int>::iterator it1,it2;
it1=colIt->Country.begin();
it2=colIt->Country.begin();
advance(it1,rand()%colIt->Country.size());
advance(it2,rand()%colIt->Country.size());
int temp=it1->second;
it1->second=it2->second;
it2->second=temp;
//colIt->Cost=Cost(colIt->Country);
}
}
}
void ICA::Colony_Imper_swap(){
for(list<Imper_Profile>::iterator itImp=m_ImperList.begin();itImp!=m_ImperList.end();itImp++){
for(list<Country_Profile>::iterator colIt=itImp->ColonyList.begin();colIt!=itImp->ColonyList.end();colIt++){
//colIt->Cost=Cost(colIt->Country);
if(colIt->Cost<itImp->Imper.Cost){
colIt->Country.swap(itImp->Imper.Country);
double temp=colIt->Cost;
colIt->Cost=itImp->Imper.Cost;
itImp->Imper.Cost=temp;
}
}
}
}
void ICA::Eliminate_Weakest_Imper(){
m_ImperList.sort();
Country_Profile ElimImp=m_ImperList.back().Imper;
if(m_ImperList.back().ColonyList.empty()){//if weakest has no clony
m_ImperList.begin()->ColonyList.push_back(ElimImp);//move it to the strongest
m_ImperList.pop_back();//eliminate it from imperList
m_ImpNum=m_ImperList.size();
return;
}
list<Country_Profile>::iterator it=m_ImperList.back().ColonyList.begin();//Get the first colony of weekest
m_ImperList.begin()->ColonyList.push_back(*it);//move it to strongest
m_ImperList.back().ColonyList.pop_front();//eliminate from weekList
}
void ICA::Merge_Similar_Impers(){
for(list<Imper_Profile>::iterator it=m_ImperList.begin();it!=m_ImperList.end();it++){
double key=it->Imper.Cost;
list<Imper_Profile>::iterator it1=it;
while(it1!=m_ImperList.end()){
advance(it1,1);
list<Imper_Profile>::iterator it2=find_if(it1,m_ImperList.end(), [key](const Imper_Profile & m) -> bool { return m.Imper.Cost ==key ; });
if(it2!=m_ImperList.end()){
it->ColonyList.insert(it->ColonyList.end(),it2->ColonyList.begin(), it2->ColonyList.end());
it->ColonyList.push_back(it2->Imper);
m_ImperList.erase(it2);
}
}
}
}
double ICA::Compet(map<int,int> &Imperialist){
int n=0;
double cost=DBL_MAX;
InitializeCountries();
InitializeImpires();
while(n!=m_DecadeNum /*&& m_ImperList.size()!=1*/){
Assimulate_Clony_to_Imper();
Doing_Revolution();
ColonyCostCalc();
Colony_Imper_swap();
Eliminate_Weakest_Imper();
Merge_Similar_Impers();
m_ImperList.sort();
unsigned long int t=m_Timer.GetElapsedTime();
m_LogFile<<"\n"<<t/1000<<"\t\t"<<n++<<"\t\t"<<m_ImpNum<<"\t"<<m_ImperList.begin()->Imper.Cost;
if(m_ImperList.begin()->Imper.Cost<cost){
cost=m_ImperList.begin()->Imper.Cost;
cout<<"\nDecade=\t"<<n<<"\tImperNum=\t"<<m_ImpNum<<"\t\tcost=\t"<<m_ImperList.begin()->Imper.Cost<<"\n";
}else cout<<"Decade=\t"<<n<<"\tImperNum=\t"<<m_ImpNum<<"\t\tcost=\t"<<m_ImperList.begin()->Imper.Cost<<"\r";
}
cout<<"\n";
m_ImperList.sort();
Imper_Profile BestImp=m_ImperList.front();
Imperialist=BestImp.Imper.Country;
return BestImp.Imper.Cost;
}
ICA::~ICA(void)
{
m_LogFile.close();
}