多基因连配问题粒子群——遗传结合算法各种参数下的结果

1、 微粒群算法参数- 种群大小(popsize) =10 染色体片断长度(chromosize) =6 GA进化周期数(GLs) =20 GA进化代数(GEG) =2000 PSO进化周期数(Numofpso) =3000 PSO进化代数(EG) =1500 PSO最大速度为(vmax) =6.1适应度为：2625.72程序运行时间为:1.35459e+006毫秒. 微粒群算法参数- 种群大小(popsize) =15 染色体片断长度(chromosize) =6 GA进化周期数(GLs) =20 GA进化代数(GEG) =2000 PSO进化周期数(Numofpso) =3000 PSO进化代

2、数(EG) =1000 PSO最大速度为(vmax) =6.1适应度为：2638.09程序运行时间为:2.8262e+006毫秒. 微粒群算法参数- 种群大小(popsize) =25 染色体片断长度(chromosize) =6 GA进化周期数(GLs) =20 GA进化代数(GEG) =2000 PSO进化周期数(Numofpso) =3000 PSO进化代数(EG) =1000 PSO最大速度为(vmax) =6.1最佳染色体为:c*cu*agugacaauagcggagaggaaa*caccc*guucccaucccgaacac*ggaaguuaagccuaguggug*auagcgg

3、aggggaaa*caccc*guucccaucccgaacac*ggaaguuaagu*uu*gguggcgauagcgaagagguca*caccc*guucccauaccgaacac*ggaaguuaagu*uu*gguggcgauagcgaagagguca*caccc*guucucaugccgaacac*ggaaguuaagucugguggcg*auagcgaagagguca*caccc*guucccauaccgaacac*ggaaguuaaguguugugaugau*ggcauugagguca*caccu*guucccauaccgaacac*agaaguuaagugcc*uggcgg

4、ccguagcgcgguggucc*caccu*gaccccaugccgaacuc*agaagugaaauguc*uggcggccauagcgcaguggucc*caccu*gaucccaugccgaacuc*agaagugaaaugcu*uggcgaccauagcguuauggacc*caccu*gaucccuugccgaacuc*aguagugaaaguuu*cgguggucauagcgugagggaaa*cgccc*gguuacauuccgaaccc*ggaagcuaagu*cc*agugucuaugacuuagagguaa*cacuc*cuucccauuccgaacag*gcagguu

5、aaguguu*cuuugacgaguaguagcauuggaacaccu*gaucccaucccgaacuc*agaggugaaauggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacuc*ggccgugaaau*cc*uggugucuauggcgguauggaac*cacucugaccccaucccgaacuc*aguugugaaauauucugguguccuaggcguagaggaac*cacac*caauccaucccgaacuu*ggugguuaaauauucuggugcuccuaggcguagaggaaccaaac*caauccaucc

6、cgaacuu*ggugguuaaaaauc*c*ccgcccuuagcggcgugg*aa*caccc*guucccauuccgaacac*ggaagugaaau*ua*aggcggccauagcggugggguua*cuccc*guacccaucccgaacac*ggaagauaagguucacauccgccaggacgcggcgauua*cacccgguauccagcccgaaccc*ggaagcgaaa适应度为：2586.63程序运行时间为:3.03278e+006毫秒.微粒群算法参数- 种群大小(popsize) =20 染色体片断长度(chromosize) =7 GA进化周期数(

7、GLs) =20 GA进化代数(GEG) =2000 PSO进化周期数(Numofpso) =3000 PSO进化代数(EG) =1000 PSO最大速度为(vmax) =6.1适应度为：2532.12程序运行时间为:2.69519e+006毫秒. 微粒群算法参数- 种群大小(popsize) =15 染色体片断长度(chromosize) =8 GA进化周期数(GLs) =20 GA进化代数(GEG) =2000 PSO进化周期数(Numofpso) =2000 PSO进化代数(EG) =1000 PSO最大速度为(vmax) =6.1c*cu*aguga*caau*agcg*gagagga

8、aacacccguu*cccaucccgaa*cacggaaguuaag*c*cu*agugg*ugau*agcg*gaggggaaacacccguu*cccaucccgaa*cacggaaguuaag*u*uu*ggugg*cgau*agcg*aagaggucacacccguu*cccauaccgaa*cacggaaguuaag*u*uu*ggugg*cgau*agcg*aagaggucacacccguu*cucaugccgaa*cacggaaguuaag*u*cu*ggugg*cgau*agcg*aagaggucacacccguu*cccauaccgaa*cacggaaguuaag*ugu

9、u*guga*ugau*ggca*uugaggucacaccuguu*cccauaccgaa*cacagaaguuaag*ugccuggcgg*ccgu*agcg*cgguggucccaccugac*cccaugccgaa*cucagaagugaaa*ugucuggcgg*ccau*agcg*caguggucccaccugau*cccaugccgaa*cucagaagugaaa*ugcuuggcga*ccau*agcg*uuauggacccaccugau*cccuugccgaa*cucaguagugaaa*guuucggugg*ucau*agcg*ugagggaaacgcccggu*uacau

10、uccgaa*cccggaagcuaag*u*cc*agugu*cuau*gacu*uagagguaacacuccuu*cccauuccgaa*caggcagguuaag*uguucuuuga*cgaguagua*gcauuggaacaccugau*cccaucccgaa*cucagaggugaaa*uggccugguggucau*ugcg*ggcucgaaacacccgau*cccaucccgaa*cucggccgugaaa*uccu*ggugu*cuau*ggcg*guauggaaccacucugaccccaucccgaa*cucaguugugaaa*uauucuggug*uccuaggc

11、g*uagaggaaccacaccaa*uccaucccgaa*cuuggugguuaaa*uauucuggugcuccuaggcg*uagaggaaccaaaccaa*uccaucccgaa*cuuggugguuaaa*aauc*cccgc*ccuu*agcg*gcgugg*aacacccguu*cccauuccgaa*cacggaagugaaa*u*uaaggcgg*ccau*agcg*gugggguuacucccgua*cccaucccgaa*cacggaagauaag*guucacauccgccag*gacg*cggcgauuacacccgguauccagcccgaa*cccggaag

12、cgaaa*适应度为：2463.83程序运行时间为:1.6532e+006毫秒.微粒群算法参数- 种群大小(popsize) =18 染色体片断长度(chromosize) =8 GA进化周期数(GLs) =20 GA进化代数(GEG) =2000 PSO进化周期数(Numofpso) =1000 PSO进化代数(EG) =1000 PSO最大速度为(vmax) =6.1c*cuagugacaauagcg*gagagg*aaacacccgu*ucccaucccg*aacacgg*aaguuaagc*cuaguggugauagcg*gagggg*aaacacccgu*ucccaucccg*aac

13、acgg*aaguuaagu*uugguggcgauagcg*aagagg*ucacacccgu*ucccauaccg*aacacgg*aaguuaagu*uugguggcgauagcg*aagagg*ucacacccgu*ucucaugccg*aacacgg*aaguuaagu*cugguggcgauagcg*aagagg*ucacacccgu*ucccauaccg*aacacgg*aaguuaagu*guugugaugauggca*uugagg*ucacaccugu*ucccauaccg*aacacag*aaguuaagug*ccuggcggccguagcg*cggugg*ucccaccu

14、ga*ccccaugccg*aacucag*aagugaaaug*ucuggcggccauagcg*cagugg*ucccaccuga*ucccaugccg*aacucag*aagugaaaug*cuuggcgaccauagcg*uuaugg*acccaccuga*ucccuugccg*aacucag*uagugaaagu*uucgguggucauagcg*ugaggg*aaacgcccgg*uuacauuccg*aacccgg*aagcuaagu*ccagugucuaugacu*uagagg*uaacacuccu*ucccauuccg*aacaggc*agguuaagug*uucuuugac

15、gaguaguagcauug*gaacaccuga*ucccaucccg*aacucag*aggugaaauggccugguggucauugcg*ggcucg*aaacacccga*ucccaucccg*aacucgg*ccgugaaau*ccuggugucuauggcg*guaugg*aaccacucugaccccaucccg*aacucag*uugugaaauauucugguguccuaggcg*uagagg*aaccacacca*auccaucccg*aacuugg*ugguuaaauauucuggugcuccuaggcguagagg*aaccaaacca*auccaucccg*aacu

16、ugg*ugguuaaaaa*uccccgcccuuagcg*gcgugg*aacacccgu*ucccauuccg*aacacgg*aagugaaau*uaaggcggccauagcg*gugggg*uuacucccgu*acccaucccg*aacacgg*aagauaagguucacauccgccaggacg*cggcga*uuacacccgguauccagcccg*aacccgg*aagcgaaa适应度为：2444.35程序运行时间为:888421毫秒. 微粒群算法参数- 种群大小(popsize) =18 染色体片断长度(chromosize) =8 GA进化周期数(GLs) =20

17、 GA进化代数(GEG) =2000 PSO进化周期数(Numofpso) =3000 PSO进化代数(EG) =1000 PSO最大速度为(vmax) =6.1最佳染色体为:c*cu*agugaca*auagcggagagg*aaacac*ccguuc*ccaucccgaacac*ggaaguuaagc*cu*aguggug*auagcggagggg*aaacac*ccguuc*ccaucccgaacac*ggaaguuaagu*uu*gguggcg*auagcgaagagg*ucacac*ccguuc*ccauaccgaacac*ggaaguuaagu*uu*gguggcg*auagcga

18、agagg*ucacac*ccguuc*ucaugccgaacac*ggaaguuaagu*cu*gguggcg*auagcgaagagg*ucacac*ccguuc*ccauaccgaacac*ggaaguuaaguguugugaugaug*gcauug*a*gg*ucacac*cuguuc*ccauaccgaacac*agaaguuaagugcc*uggcggcc*guagcgcggugg*ucccac*cugacc*ccaugccgaacuc*agaagugaaauguc*uggcggcc*auagcgcagugg*ucccac*cugauc*ccaugccgaacuc*agaagugaaaugcu*uggcgacc*auagcguuaugg*acccac*cugauc*ccuugccgaacuc*aguagugaaaguuu*cggugguc*auagcgugaggg*aaacgc*ccgguu*acauuccgaaccc*ggaagcuaagu