大家好,感谢邀请,今天来为大家分享一下当代集团人工智能的问题,以及和当代的人工智能的一些困惑,大家要是还不太明白的话,也没有关系,因为接下来将为大家分享,希望可以帮助到大家,解决大家的问题,下面就开始吧!
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未来有什么前景好的行业
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閫氳繃鍙傛暟鍖栫殑璁捐娴佺▼
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鍚戝乏婊戝姩鐪嬬湅锝?/p>
BoneChair
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杩涜搴ф璁捐
浠栧畬鍏ㄦ姏寮冧簡鑽夊浘缁樺埗
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#defineIR23791
#defineNTAB32
#defineNDIV(1+IMM1/NTAB)
#defineEPS1.2e-7
#defineRNMX(1.0-EPS)
#definezhizhenjuli0.005
#definePI3.14159265358
#defineT0100000//娓╁害瑕佸彇寰楀緢楂樻墠琛屻€?br/>#definezhongqunshu1200
#definezuobianjie-2000
#defineyoubianjie2000
unsignedintseed=0;//seed涓虹瀛愶紝瑕佽涓哄叏灞€鍙橀噺
voidmysrand(longinti)//鍒濆鍖栫瀛?
{
seed=-i;
}
longa[1];
//doublehundun;
//doublec=4;
//璁剧疆鍏ㄥ眬鍙橀噺
structindividual
{
unsigned*chrom;//鏌撹壊浣擄紱
doublegeti;//鍙橀噺鍊?br/>doubleshiyingdu;//鐩爣鍑芥暟鐨勫€硷紱
doublefitness;//鍙樻崲鍚庣殑閫傚簲搴﹀€硷紱
};
individual*zuiyougeti;//绮捐嫳淇濆瓨绛栫暐
intzhongqunshu;//绉嶇兢澶у皬
individual*nowpop;//褰撳墠浠?br/>individual*newpop;//鏂颁竴浠?br/>doublesumfitness;//褰撲唬鐨勬€婚€傚簲搴itness
doublesumshiyingdu;//褰撲唬鐨勬€婚€傚簲搴hiyingdu
doublemaxfitness;//鏈€澶ч€傚簲搴?br/>doubleavefitness;//骞冲潎閫傚簲搴?br/>doublemaxshiyingdu;//鏈€澶ч€傚簲搴?br/>doubleavgshiyingdu;//骞冲潎閫傚簲搴?br/>floatpc;//浜ゅ弶姒傜巼
floatpm;//鍙樺紓姒傜巼
intlchrom;//鏌撹壊浣撻暱搴?br/>intmaxgen;//鏈€澶ч仐浼犱唬鏁?
intgen;//閬椾紶浠f暟
//鍑芥暟
intflipc(double,double);//鍒ゆ柇鏄惁浜ゅ弶
intflipm(double);//鍒ゆ柇鏄惁鍙樺紓
intrnd(intlow,inthigh);//浜х敓low涓巋igh涔嬮棿鐨勪换鎰忔暟
voidinitialize();//閬椾紶绠楁硶鍒濆鍖?br/>voidpreselectfitness();//璁$畻sumfiness,avefitness,maxfitness
voidgeneration();
doublesuijibianli();//浜х敓闅忔満閬嶅巻鎸囬拡
intfuzhi(float);//閫夋嫨瑕佸鍒剁殑涓綋
voidcrossover(individual,individual,individual&,individual&);//浜ゅ弶
voidbianyi(individual&);//鍙樺紓
voidmubiaohanshu(individual&);//璁$畻閫傚簲搴?br/>voidchidubianhuan(individual&);//瀵箂hiyingdu杩涜灏哄害鍙樻崲璧嬬粰fitness
doubleran1(long*);//闅忔満鏁板垵濮?br/>voidbianma(doublebianliang,unsigned*p);//缂栫爜
doubleyima(unsigned*p);
voidguanjiancanshujisuan();//璁$畻shiyingdu,鏍规嵁shiyingdu璁$畻sumshiyingdu,瀵箂hiyingdu杩涜灏哄害鍙樻崲鍙樻垚fitness,鏍规嵁fitness璁$畻sumfitness锛宎vefitness锛宮axfitness
voidjingyingbaoliu();
voidglp(intn,ints,int*,int(*)[1],float(*)[1]);//glp鐢熸垚鍑芥暟
BOOLExist(intVal,intNum,int*Array);//鍒ゆ柇涓€涓暟鍦ㄥ墠闈㈡槸鍚﹀嚭鐜拌繃
intcmpfitness(constvoid*p1,constvoid*p2)
{
floati=((individual*)p1)->shiyingdu;//鐜板湪鏄寜鐓?quot;閫傚簲搴?quot;鎺掑簭锛屾敼鎴?quot;涓綋"鐨勮瘽灏辨槸鎸夌収"涓綋"鎺掑簭
floatj=((individual*)p2)->shiyingdu;
returni<j?-1:(i==j?0:1);//鐜板湪鏄寜鍗囧簭鐗屾帓鍒楋紝灏?鍜?1浜掓崲鍚庡氨鏄寜闄嶅簭鎺掑垪
}
voidmain()
{
initialize();
cout<<zuiyougeti->geti<<""<<zuiyougeti->shiyingdu<<endl;/////////////
for(gen=1;gen<maxgen;gen++)
{generation();
}
jingyingbaoliu();
cout<<setiosflags(ios::fixed)<<setprecision(6)<<zuiyougeti->geti<<""<<setiosflags(ios::fixed)<<setprecision(6)<<(zuiyougeti->shiyingdu)<<endl;////////////////
delete[]newpop;
delete[]nowpop;
delete[]zuiyougeti;
system("pause");
}
voidinitialize()
{
intq[zhongqunshu1][1],s=1;
floatxx[zhongqunshu1][1];//鐢熸垚鐨刧lp鐢▁鍌ㄥ瓨
inth[1]={1};//鐢熸垚鍚戦噺
zuiyougeti=newindividual;//鏈€浼樹釜浣撶殑鐢熸垚
zhongqunshu=200;//绉嶇兢鏁伴噺
nowpop=newindividual[zhongqunshu1];//褰撲唬
newpop=newindividual[zhongqunshu1];//鏂颁竴浠?br/>maxgen=150;//鏈€澶т唬鏁?br/>gen=0;//璧峰浠?br/>lchrom=22;//鍩哄洜鏁伴噺鐨勫垵濮嬪寲
mysrand(time(0));//闅忔満鏁扮瀛?br/>a[0]=seed;//闅忔満鏁扮瀛?br/>//瀵规渶浼樹釜浣撶殑鍒濆鍖?br/>zuiyougeti->geti=0;
zuiyougeti->fitness=0;
zuiyougeti->shiyingdu=0;
//
glp(zhongqunshu,s,h,q,xx);
//for(inti=0;i<zhongqunshu1;i++)//浜х敓鍒濆绉嶇兢
//{
//for(intj=0;j<s;j++)
//{
//nowpop[i].geti=zuobianjie+(youbianjie-zuobianjie)*xx[i][j];
//}
//}
for(inti=0;i<zhongqunshu1;i++)//浜х敓鍒濆绉嶇兢
{
nowpop[i].geti=zuobianjie+(youbianjie-(zuobianjie))*ran1(a);
}
//nowpop[0].geti=999;//////////////////////////
guanjiancanshujisuan();
jingyingbaoliu();//绮捐嫳淇濈暀鐨勫疄鐜?br/>guanjiancanshujisuan();//璁$畻shiyingdu,鏍规嵁shiyingdu璁$畻sumshiyingdu,瀵箂hiyingdu杩涜灏哄害鍙樻崲鍙樻垚fitness,鏍规嵁fitness璁$畻sumfitness锛宎vefitness锛宮axfitness
}
voidjingyingbaoliu()//绮捐嫳淇濈暀鐨勫疄鐜?br/>{
individual*zuiyougetiguodu;
zuiyougetiguodu=newindividual[zhongqunshu1];//寤虹珛涓€涓繃娓℃暟缁?br/>for(inti=0;i<zhongqunshu;i++)//灏嗗綋浠d釜浣撳鍒跺埌杩囨浮鏁扮粍涓?br/>zuiyougetiguodu[i]=nowpop[i];
qsort(zuiyougetiguodu,zhongqunshu1,sizeof(individual),&cmpfitness);//鎸塮itness鍗囧簭鎺掑簭
//cout<<"zuiyougetiguodu閫傚簲搴?"<<zuiyougetiguodu[zhongqunshu1-1].shiyingdu<<endl;///////////
//cout<<"zuiyougeti閫傚簲搴?"<<zuiyougeti->shiyingdu<<endl;///////////////////
//system("pause");
if(zuiyougetiguodu[zhongqunshu-1].shiyingdu>zuiyougeti->shiyingdu)
{
*zuiyougeti=zuiyougetiguodu[zhongqunshu1-1];//濡傛灉鏈€浼樹釜浣撶殑fitness姣斿綋浠f渶澶х殑fitness灏忓垯鐢ㄥ綋浠g殑浠f浛涔?br/>//cout<<"zuiyougetiguodu涓綋:"<<zuiyougetiguodu[zhongqunshu1-1].geti<<endl;/////////////
//cout<<"zuiyougeti涓綋:"<<zuiyougeti->geti<<endl;/////////////
}
else
nowpop[rnd(0,(zhongqunshu1-1))]=*zuiyougeti;//鍚﹀垯鐨勮瘽浠庡綋浠d腑闅忔満鎸戦€変竴涓敤鏈€浼樹釜浣撲唬鏇夸箣
delete[]zuiyougetiguodu;//閲婃斁杩囨浮鏁扮粍
}
voidguanjiancanshujisuan()//璁$畻shiyingdu,鏍规嵁shiyingdu璁$畻sumshiyingdu,瀵箂hiyingdu杩涜灏哄害鍙樻崲鍙樻垚fitness,鏍规嵁fitness璁$畻sumfitness锛宎vefitness锛宮axfitness
{
for(inti=0;i<zhongqunshu;i++)//璁$畻shiyingdu
mubiaohanshu(nowpop[i]);
for(i=0;i<zhongqunshu;i++)//瀵箂hiyingdu杩涜灏哄害鍙樻崲鍙樻垚fitness
chidubianhuan(nowpop[i]);
preselectfitness();//鏍规嵁fitness璁$畻sumfitness锛宎vefitness锛宮axfitness
}
voidmubiaohanshu(individual&bianliang)//璁$畻shiyingdu
{
bianliang.shiyingdu=(bianliang.geti*cos(bianliang.geti)+2.0);//鐩爣鍑芥暟
}
voidchidubianhuan(individual&bianliang)//瀵箂hiyingdu杩涜灏哄害鍙樻崲鍙樻垚fitness
{
doubleT;//閫€鐏俯搴?br/>T=T0*(pow(0.99,(gen+1-1)));
doublesum=0;
for(intj=0;j<zhongqunshu;j++)
sum+=exp(nowpop[j].shiyingdu/T);
bianliang.fitness=exp(bianliang.shiyingdu/T)/sum;//绠楀嚭fitness
}
voidpreselectfitness()//鏍规嵁fitness璁$畻sumfitness锛宎vefitness锛宮axfitness
{
intj;
sumfitness=0;
for(j=0;j<zhongqunshu;j++)
sumfitness+=nowpop[j].fitness;
individual*guodu;
guodu=newindividual[zhongqunshu1];
for(j=0;j<zhongqunshu;j++)
guodu[j]=nowpop[j];
qsort(guodu,zhongqunshu1,sizeof(individual),&cmpfitness);
maxfitness=guodu[zhongqunshu1-1].fitness;
avefitness=sumfitness/zhongqunshu1;
delete[]guodu;
}
voidgeneration()
{
individualfuqin1,fuqin2,*pipeiguodu,*pipeichi;
int*peiduishuzu;//鐢ㄦ潵瀛樻斁浜х敓鐨勯殢鏈洪厤瀵?br/>pipeiguodu=newindividual[zhongqunshu1];
pipeichi=newindividual[zhongqunshu1];
peiduishuzu=newint[zhongqunshu1];
intmember1,member2,j=0,fuzhijishu=0,i=0,temp=0,tt=0;
floatzhizhen;
//闅忔満閬嶅巻鐨勫疄鐜?br/>for(zhizhen=suijibianli();zhizhen<1;(zhizhen=zhizhen+zhizhenjuli))//璁惧畾鎸囬拡1/66
{
pipeichi[fuzhijishu]=nowpop[fuzhi(zhizhen)];
fuzhijishu++;
}
//浜ゅ弶涓庡彉寮傜殑瀹炵幇
//浜ゅ弶
for(i=0;i<zhongqunshu1;i++)
{
peiduishuzu[i]=-1;
}
for(i=0;i<zhongqunshu1;i++)
{
temp=rnd(0,zhongqunshu1-1);//浜х敓鍊煎湪0-zhongqunshu1-1鐨勯殢鏈烘暟
while(Exist(temp,i,peiduishuzu))//鍒ゆ柇浜х敓鐨勯殢鏈烘暟鏄惁宸茬粡浜х敓杩囷紝濡傛灉鏄紝鍒欏啀浜х敓涓€涓殢鏈烘暟
{
temp=rnd(0,zhongqunshu1-1);
}
//濡傛灉娌℃湁鐨勮瘽锛屽垯鎶婁骇鐢熺殑闅忔満鏁版斁鍦╬eiduishuzu涓?
*(peiduishuzu+i)=temp;
}
for(i=0;i<zhongqunshu1-1;i=i+2)
{
fuqin1=pipeichi[peiduishuzu[i]];
fuqin2=pipeichi[peiduishuzu[i+1]];
crossover(fuqin1,fuqin2,newpop[i],newpop[i+1]);
}
for(j=0;j<zhongqunshu1;j++)
{
//if(newpop[j].geti<-1000)
//cout<<"涓綋鏁板€煎皬浜庝笅鐣屼簡";
nowpop[j].geti=newpop[j].geti;
}
//
guanjiancanshujisuan();
//鍙樺紓鐨勫疄鐜?br/>for(j=0;j<zhongqunshu;j++)
{
bianyi(nowpop[j]);
}
//
guanjiancanshujisuan();
//绮捐嫳淇濈暀鐨勫疄鐜?br/>jingyingbaoliu();
//
guanjiancanshujisuan();
delete[]peiduishuzu;
delete[]pipeichi;
delete[]pipeiguodu;
}
voidcrossover(individualparent1,individualparent2,individual&child1,individual&child2)//浜ゅ弶
{
intj;
unsigned*panduan;
panduan=newunsigned[lchrom];
parent1.chrom=newunsigned[lchrom];
parent2.chrom=newunsigned[lchrom];
child1.chrom=newunsigned[lchrom];
child2.chrom=newunsigned[lchrom];
//cout<<"jiaocha"<<endl;///////////////////////
bianma(parent1.geti,parent1.chrom);
bianma(parent2.geti,parent2.chrom);
if(flipc(parent1.fitness,parent2.fitness))
{
for(j=0;j<lchrom;j++)
panduan[j]=rnd(0,1);
//for(j=0;j<lchrom;j++)////////////////
//{
//cout<<panduan[j];/////////////
//}
//cout<<endl;////////////////
//system("pause");////////////////
for(j=0;j<lchrom;j++)
{
if(panduan[j]==1)
child1.chrom[j]=parent1.chrom[j];
else
child1.chrom[j]=parent2.chrom[j];
}
for(j=0;j<lchrom;j++)
{
if(panduan[j]==0)
child2.chrom[j]=parent1.chrom[j];
else
child2.chrom[j]=parent2.chrom[j];
}
//for(j=0;j<lchrom;j++)////////////////
//{
//cout<<child1.chrom[j];/////////////
//}
//cout<<endl;////////////////
//system("pause");////////////////
child1.geti=yima(child1.chrom);
child2.geti=yima(child2.chrom);
delete[]child2.chrom;
delete[]child1.chrom;
delete[]parent2.chrom;
delete[]parent1.chrom;
delete[]panduan;
}
else
{
for(j=0;j<lchrom;j++)
{
child1.chrom[j]=parent1.chrom[j];
child2.chrom[j]=parent2.chrom[j];
}
child1.geti=yima(child1.chrom);
child2.geti=yima(child2.chrom);
delete[]child2.chrom;
delete[]child1.chrom;
delete[]parent2.chrom;
delete[]parent1.chrom;
delete[]panduan;
}
}
voidbianyi(individual&child)//鍙樺紓
{
child.chrom=newunsigned[lchrom];
//cout<<"鍙樺紓"<<endl;
bianma(child.geti,child.chrom);
for(inti=0;i<lchrom;i++)
if(flipm(child.fitness))
{
if(child.chrom[i]=0)
child.chrom[i]=1;
else
child.chrom[i]=0;
}
child.geti=yima(child.chrom);
delete[]child.chrom;
}
voidbianma(doublebianliang,unsigned*p)//缂栫爜
{
unsigned*q;
unsigned*gray;
q=newunsigned[lchrom];
gray=newunsigned[lchrom];
intx=0;
inti=0,j=0;
if(bianliang<zuobianjie)///////////////////
{
cout<<"bianliang:"<<bianliang<<endl;/////////
system("pause");
}
//cout<<youbianjie-(zuobianjie)<<endl;
//system("pause");
x=(bianliang-(zuobianjie))*((pow(2,lchrom)-1)/(youbianjie-(zuobianjie)));
//cout<<x<<endl;///////////
if(x<0)
system("pause");///////////
for(i=0;i<lchrom;i++)
{
q[i]=0;
p[i]=0;
}
i=0;
while(x!=0&&(i!=lchrom))
{
q[i]=(unsigned)(x%2);
x=x/2;
i++;
}
//for(i=0;i<lchrom;i++)//////////////////
//cout<<q[i];///////////////
//cout<<endl;///////////
intw=lchrom-1;
if(q[w]!=0&&q[w]!=1)
system("pause");
for(j=0;j<lchrom&&w>0;j++)
{
p[j]=q[w];
w--;
}
//cout<<"yuanma"<<endl;
//for(j=0;j<lchrom;j++)///////////
//cout<<p[j];////////
//cout<<endl;////////////////////
gray[0]=p[0];
for(j=1;j<lchrom;j++)
{
if(p[j-1]==p[j])
gray[j]=0;
elseif(p[j-1]!=p[j])
gray[j]=1;
}
for(j=0;j<lchrom;j++)
p[j]=gray[j];
//cout<<"geleima"<<endl;
//for(j=0;j<lchrom;j++)///////////
//cout<<p[j];////////
//cout<<endl;////////////////////
//system("pause");///////////
delete[]gray;
delete[]q;
}
doubleyima(unsigned*p)//璇戠爜
{
inti=0;
//for(i=0;i<lchrom;i++)/////////
//{
//cout<<p[i];//////
//}
//cout<<endl;/////////
//system("pause");//////////
intx=0;
unsigned*q;
q=newunsigned[lchrom];
q[0]=p[0];
//cout<<q[0]<<endl;//////////////////
//system("pause");//////////
for(intj=1;j<lchrom;j++)
{
if(q[j-1]==p[j])
q[j]=0;
elseif(q[j-1]!=p[j])
q[j]=1;
}
//for(i=0;i<lchrom;i++)//////
//{
//cout<<q[i];//////////
//if(q[i]!=0&&q[i]!=1)
//{
//cout<<q[i];
//system("pause");
//}
//}
//cout<<endl;////////
//system("pause");///////////////////
for(i=0;i<lchrom;i++)
x=x+q[i]*pow(2,(lchrom-i-1));
if(x<0)
{
cout<<"璇戠爜鍑洪敊1"<<endl;
system("pause");
}
//cout<<"x:"<<x<<endl;
doublebianliang;
//cout<<pow(2,22)<<endl;
//cout<<2000*x<<endl;
//cout<<(x*(2000/(pow(2,22)-1)))<<endl;
bianliang=(x*((youbianjie-(zuobianjie))/(pow(2,lchrom)-1)))+zuobianjie;
if(bianliang<zuobianjie)
{
cout<<"璇戠爜鍑洪敊2"<<endl;
system("pause");
}
delete[]q;
returnbianliang;
}
doubleran1(long*idum)
{
intj;
longk;
staticlongidum2=123456789;
staticlongiy=0;
staticlongiv[NTAB];
floattemp;
if(*idum<=0)
{
if(-(*idum)<1)*idum=1;
else*idum=-(*idum);
idum2=(*idum);
for(j=NTAB+7;j>=0;j--)
{
k=(*idum)/IQ1;
*idum=IA1*(*idum-k*IQ1)-k*IR1;
if(*idum<0)*idum+=IM1;
if(j<NTAB)iv[j]=*idum;
}
iy=iv[0];
}
k=(*idum)/IQ1;
*idum=IA1*(*idum-k*IQ1)-k*IR1;
if(*idum<0)*idum+=IM1;
k=idum2/IQ2;
idum2=IA2*(idum2-k*IQ2)-k*IR2;
if(idum2<0)idum2+=IM2;
j=iy/NDIV;
iy=iv[j]-idum2;
iv[j]=*idum;
if(iy<1)iy+=IMM1;
if((temp=AM*iy)>RNMX)returnRNMX;
elsereturntemp;
}
doublesuijibianli()//闅忔満閬嶅巻
{
doublei=ran1(a);
while(i>zhizhenjuli)
{
i=ran1(a);
}
//cout<<i<<endl;//////////////
returni;
}
intfuzhi(floatp)//澶嶅埗
{
inti;
doublesum=0;
if(sumfitness!=0)
{
for(i=0;(sum<p)&&(i<zhongqunshu);i++)
sum+=nowpop[i].fitness/sumfitness;
}
else
i=rnd(1,zhongqunshu1);
return(i-1);
}
intrnd(intlow,inthigh)/*鍦ㄦ暣鏁發ow鍜宧igh涔嬮棿浜х敓涓€涓殢鏈烘暣鏁?/
{
inti;
if(low>=high)
i=low;
else
{
i=(int)((ran1(a)*(high-low+1))+low);
if(i>high)i=high;
}
return(i);
}
intflipc(doublep,doubleq)//鍒ゆ柇鏄惁浜ゅ弶
{
doublepc1=0.9,pc2=0.6;
if((p-q)>0)
{
if(p>=avefitness)
{
pc=pc1-(pc1-pc2)*(p-avefitness)/(maxfitness-avefitness);
}
else
pc=pc1;
}
else
{
if(q>=avefitness)
{
pc=pc1-(pc1-pc2)*(q-avefitness)/(maxfitness-avefitness);
}
else
pc=pc1;
}
if(ran1(a)<=pc)
return(1);
else
return(0);
}
intflipm(doublep)//鍒ゆ柇鏄惁鍙樺紓
{
doublepm1=0.001,pm2=0.0001;
if(p>=avefitness)
{
pm=(pm1-(pm1-pm2)*(maxfitness-p)/(maxfitness-avefitness));
}
else
pm=pm1;
if(ran1(a)<=pm)
return(1);
else
return(0);
}
voidglp(intn,ints,int*h,int(*q)[1],float(*xx)[1])//glp
{
inti=0,j=0;
//姹傝Вq
for(i=0;i<n;i++)
{
for(j=0;j<s;j++)
{
*(*(q+i)+j)=((i+1)*(*(h+j)))%n;
}
}
i=n-1;
for(j=0;j<s;j++)
{
*(*(q+i)+j)=n;
}
//姹傝Вx
for(i=0;i<n;i++)
{
for(j=0;j<s;j++)
{
*(*(xx+i)+j)=(float)(2*(*(*(q+i)+j))-1)/(2*n);
}
}
}
BOOLExist(intVal,intNum,int*Array)//鍒ゆ柇涓€涓暟鏄惁鍦ㄤ竴涓暟缁勭殑鍓峃um涓暟涓?
{
BOOLFLAG=FALSE;
inti;
for(i=0;i<Num;i++)
if(Val==*(Array+i))
{
FLAG=TRUE;
break;
}
returnFLAG;
}
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