pso_output.txt

粒子群算法与遗传算法用于优化的问题求解,可以解决一些

uggcc**ugguggucauugcgggcucgaaacacccgaucccaucccgaacucggcc*gugaaa
uccugg*ugucuauggcggu*auggaaccacucuga*ccccaucccgaacuc*aguugugaaa
uauucugguguccuaggcguagaggaaccacaccaau*cc*aucccgaacuu*ggugguuaaa
uauucuggugcuccuaggcguagaggaac*caaaccaauccaucccgaacuuggugg*uuaaa
aau*ccccgcccuuagcgg*cguggaa*cacccg*u*ucccauuccgaacacggaag*ugaaa
uu*aaggcggccauagcggugg*gguuacucccgua*c*ccaucccgaacacggaag*auaag
guucacauccgccaggacgcggcgauuacacccggua*uccagcccgaaccc*ggaagcgaaa
适应度为：3681.01

第10周期为:
染色体为:
c*c*uagugacaauagcg*gagaggaaacaccc*gu*ucccaucccgaacacggaaguu*aag
c*cuag*uggugauagcggaggg*gaaacaccc*gu*ucccaucccgaacac*ggaaguuaag
uuu*g*guggcgauagcg*aagaggucacacccguu*ccc*auaccgaacacggaa*guuaag
*uuu*gguggcgauagcga*agaggucacacccgu*ucucaugc*cgaacacggaa*guuaag
uc*ug*guggcgauagcg*aagaggucacacccguu*c*ccauaccgaacacgga*aguuaag
uguugug*aug*auggcauuga*ggucacaccug*u*ucccauaccgaacac*agaaguuaag
ugccuggcggccguagcgcg*guggucccaccug*a*ccccaugccgaacucag*aagugaaa
ugucuggcggccauag*cgcaguggucccaccugau*c*ccaugccgaacuc*agaagugaaa
ugcuuggcgaccauagcguu*auggacccac*cuga*ucccuugccgaacucaguag*ugaaa
guuucgguggucauagcg*ugagggaaacgcccggu*uac*auuccgaac*ccggaagcuaag
*ucc*agugucuaugacuuaga*gguaaca*cuccuuccc*auuccgaac*aggcagguuaag
uguucuuugacgaguag*ua*gcauuggaacaccugaucccaucccgaacucaga*ggugaaa
uggcc**ugguggucauugcgggcucgaaacacccgaucccaucccgaacucggcc*gugaaa
uccugg*ugucuauggcggu*auggaaccacucuga*ccccaucccgaacuc*aguugugaaa
uauucugguguccuaggcguagaggaaccacaccaau*cc*aucccgaacuu*ggugguuaaa
uauucuggugcuccuaggcguagaggaac*caaaccaauccaucccgaacuuggugg*uuaaa
aau*ccccgcccuuagcgg*cguggaa*cacccg*u*ucccauuccgaacacggaag*ugaaa
uu*aaggcggccauagcggugg*gguuacucccgua*c*ccaucccgaacacggaag*auaag
guucacauccgccaggacgcggcgauuacacccggua*uccagcccgaaccc*ggaagcgaaa
适应度为：3680.56

第11周期为:
染色体为:
c*c*uagugacaauagcg*gagaggaaacaccc*gu*ucccaucccgaacacggaaguu*aag
c*cuag*uggugauagcggaggg*gaaacaccc*gu*ucccaucccgaacac*ggaaguuaag
uuu*g*guggcgauagcg*aagaggucacacccguu*ccc*auaccgaacacggaa*guuaag
*uuu*gguggcgauagcga*agaggucacacccgu*ucucaugc*cgaacacggaa*guuaag
uc*ug*guggcgauagcg*aagaggucacacccguu*c*ccauaccgaacacgga*aguuaag
uguugug*aug*auggcauuga*ggucacaccug*u*ucccauaccgaacac*agaaguuaag
ugccuggcggccguagcgcg*guggucccaccug*a*ccccaugccgaacucag*aagugaaa
ugucuggcggccauag*cgcaguggucccaccugau*c*ccaugccgaacuc*agaagugaaa
ugcuuggcgaccauagcguu*auggacccac*cuga*ucccuugccgaacucaguag*ugaaa
guuucgguggucauagcg*ugagggaaacgcccggu*uac*auuccgaac*ccggaagcuaag
*ucc*agugucuaugacuuaga*gguaaca*cuccuuccc*auuccgaac*aggcagguuaag
uguucuuugacgaguag*ua*gcauuggaacaccugaucccaucccgaacucaga*ggugaaa
uggcc**ugguggucauugcgggcucgaaacacccgaucccaucccgaacucggcc*gugaaa
uccugg*ugucuauggcggu*auggaaccacucuga*ccccaucccgaacuc*aguugugaaa
uauucugguguccuaggcguagaggaaccacaccaau*cc*aucccgaacuu*ggugguuaaa
uauucuggugcuccuaggcguagaggaac*caaaccaauccaucccgaacuuggugg*uuaaa
aau*ccccgcccuuagcgg*cguggaa*cacccg*u*ucccauuccgaacacggaag*ugaaa
uu*aaggcggccauagcggugg*gguuacucccgua*c*ccaucccgaacacggaag*auaag
guucacauccgccaggacgcggcgauuacacccggua*uccagcccgaaccc*ggaagcgaaa
适应度为：3680.56

第12周期为:
染色体为:
c*c*uagugacaauagcg*gagaggaaacaccc*gu*ucccaucccgaacacggaaguu*aag
c*cuag*uggugauagcggaggg*gaaacaccc*gu*ucccaucccgaacac*ggaaguuaag
uuu*g*guggcgauagcg*aagaggucacacccguu*ccc*auaccgaacacggaa*guuaag
*uuu*gguggcgauagcga*agaggucacacccgu*ucucaugc*cgaacacggaa*guuaag
uc*ug*guggcgauagcg*aagaggucacacccguu*c*ccauaccgaacacgga*aguuaag
uguugugaug**auggcauuga*ggucacaccug*u*ucccauaccgaacac*agaaguuaag
ugccuggcggccguagcgcg*guggucccaccug*a*ccccaugccgaacucag*aagugaaa
ugucuggcggccauag*cgcaguggucccaccugau*c*ccaugccgaacuc*agaagugaaa
ugcuuggcgaccauagcguu*auggacccacc*uga*ucccuugccgaacucaguag*ugaaa
guuucgguggucauagcg*ugagggaaacgcccggu*uac*auuccgaac*ccggaagcuaag
*ucc*agugucuaugacuuaga*gguaaca*cuccuuccc*auuccgaac*aggcagguuaag
uguucuuugacgaguag*ua*gcauuggaacaccugaucccaucccgaacucaga*ggugaaa
uggcc**ugguggucauugcgggcucgaaacacccgaucccaucccgaacucggcc*gugaaa
uccugg*ugucuauggcggu*auggaaccacucuga*ccccaucccgaacuc*aguugugaaa
uauucugguguccuaggcguagaggaaccacaccaau*cc*aucccgaacuu*ggugguuaaa
uauucuggugcuccuaggcguagaggaac*caaaccaauccaucccgaacuuggugg*uuaaa
aau*ccccgcccuuagcgg*cguggaa*cacccg*u*ucccauuccgaacacggaag*ugaaa
uu*aaggcggccauagcggugg*gguuacucccgua*c*ccaucccgaacacggaag*auaag
guucacauccgccaggacgcggcgauuacacccggua*uccagcccgaaccc*ggaagcgaaa
适应度为：3677.34

第13周期为:
染色体为:
ccu*a*gugacaauagcg*gagaggaaacacccguu*ccc*aucccgaacacggaa*guuaag
cc*uag*uggugauagcggaggg*gaaacaccc*gu*ucccaucccgaacac*ggaaguuaag
u**uugguggcgauagcg*aagaggucacaccc*gu*ucccauaccgaacacggaaguu*aag
*uuu*gguggcgauagcga*agaggucacacccgu*ucucaugc*cgaacacggaa*guuaag
uc*ug*guggcgauagcg*aagaggucacacccguu*c*ccauaccgaacacgga*aguuaag
uguugugaug**auggcauuga*ggucacaccug*u*ucccauaccgaacac*agaaguuaag
ugccuggcggccguagcgcg*guggucccaccug*a*ccccaugccgaacuc*agaagugaaa
ugucuggcggccauag*cgcaguggucccaccugau*c*ccaugccgaacuc*agaagugaaa
ugcuuggcgaccauagcguu*auggacccacc*uga*ucccuugccgaacucaguag*ugaaa
guuucgguggucauagcg*ugagggaaacgcccggu*uac*auuccgaac*ccggaagcuaag
*ucc*agugucuaugacuuaga*gguaaca*cuccuuccc*auuccgaac*aggcagguuaag
uguucuuugacgaguag*ua*gcauuggaacaccugaucccaucccgaacucaga*ggugaaa
uggcc**ugguggucauugcgggcucgaaacacccgaucccaucccgaacucggcc*gugaaa
uccugg*ugucuauggcggu*auggaaccacucuga*ccccaucccgaacuc*aguugugaaa
uauucugguguccuaggcguagaggaaccacaccaau*cc*aucccgaacuu*ggugguuaaa
uauucuggugcuccuaggcguagaggaac*caaaccaauccaucccgaacuuggugg*uuaaa
aau*ccccgcccuuagcgg*cguggaa*cacccg*u*ucccauuccgaacacggaag*ugaaa
uu*aaggcggccauagcggugg*gguuacucccgua*c*ccaucccgaacacggaag*auaag
guucacauccgccaggacgcggcgauuacacccggua*uccagcccgaaccc*ggaagcgaaa
适应度为：3668.01

第14周期为:
染色体为:
ccu*a*gugacaauagcg*gagaggaaacacccguu*ccc*aucccgaacacggaa*guuaag
cc*uag*uggugauagcggaggg*gaaacaccc*gu*ucccaucccgaacac*ggaaguuaag
u**uugguggcgauagcg*aagaggucacaccc*gu*ucccauaccgaacacggaaguu*aag
*uuu*gguggcgauagcga*agaggucacacccgu*ucucaugc*cgaacacggaa*guuaag
uc*ug*guggcgauagcg*aagaggucacacccguu*c*ccauaccgaacacgga*aguuaag
uguugugaug**auggcauuga*ggucacaccug*u*ucccauaccgaacac*agaaguuaag
ugccuggcggccguagcgcg*guggucccaccug*a*ccccaugccgaacuc*agaagugaaa
ugucuggcggccauag*cgcaguggucccaccugau*c*ccaugccgaacuc*agaagugaaa
ugcuuggcgaccauagcguu*auggacccacc*uga*ucccuugccgaacucaguag*ugaaa
guuucgguggucauagcg*ugagggaaacgcccggu*uac*auuccgaac*ccggaagcuaag
*ucc*agugucuaugacuuaga*gguaaca*cuccuuccc*auuccgaac*aggcagguuaag
uguucuuugacgaguag*ua*gcauuggaacaccugaucccaucccgaacucaga*ggugaaa
uggcc**ugguggucauugcgggcucgaaacacccgaucccaucccgaacucggcc*gugaaa
uccugg*ugucuauggcggu*auggaaccacucuga*ccccaucccgaacuc*aguugugaaa
uauucugguguccuaggcguagaggaaccacaccaau*cc*aucccgaacuu*ggugguuaaa
uauucuggugcuccuaggcguagaggaac*caaaccaauccaucccgaacuuggugg*uuaaa
aau*ccccgcccuuagcgg*cguggaa*cacccg*u*ucccauuccgaacacggaag*ugaaa
uu*aaggcggccauagcggugg*gguuacucccgua*c*ccaucccgaacacggaag*auaag
guucacauccgccaggacgcggcgauuacacccggua*uccagcccgaaccc*ggaagcgaaa
适应度为：3668.01

第15周期为:
染色体为:
ccu*a*gugacaauagcg*gagaggaaacacccguu*ccc*aucccgaacacggaa*guuaag
cc*uag*uggugauagcggaggg*gaaacaccc*gu*ucccaucccgaacac*ggaaguuaag
u**uugguggcgauagcg*aagaggucacaccc*gu*ucccauaccgaacacggaaguu*aag
*uuu*gguggcgauagcga*agaggucacacccgu*ucucaugc*cgaacacggaa*guuaag
uc*ug*guggcgauagcg*aagaggucacacccguu*c*ccauaccgaacacgga*aguuaag
uguugugaug**auggcauuga*ggucacaccug*u*ucccauaccgaacac*agaaguuaag
ugccuggcggccguagcgcg*guggucccaccug*a*ccccaugccgaacuc*agaagugaaa
ugucuggcggccauag*cgcaguggucccaccugau*c*ccaugccgaacuc*agaagugaaa
ugcuuggcgaccauagcguu*auggacccacc*uga*ucccuugccgaacucaguag*ugaaa
guuucgguggucauagcg*ugagggaaacgcccggu*uac*auuccgaac*ccggaagcuaag
*ucc*agugucuaugacuuaga*gguaaca*cuccuuccc*auuccgaac*aggcagguuaag
uguucuuugacgaguag*ua*gcauuggaacaccugaucccaucccgaacucaga*ggugaaa
uggcc**ugguggucauugcgggcucgaaacacccgaucccaucccgaacucggcc*gugaaa
uccugg*ugucuauggcggu*auggaaccacucuga*ccccaucccgaacuc*aguugugaaa
uauucugguguccuaggcguagaggaaccacaccaau*cc*aucccgaacuu*ggugguuaaa
uauucuggugcuccuaggcguagaggaac*caaaccaauccaucccgaacuuggugg*uuaaa
aau*ccccgcccuuagcgg*cguggaa*cacccg*u*ucccauuccgaacacggaag*ugaaa
uu*aaggcggccauagcggugg*gguuacucccgua*c*ccaucccgaacacggaag*auaag
guucacauccgccaggacgcggcgauuacacccggua*uccagcccgaaccc*ggaagcgaaa
适应度为：3668.01

第16周期为:
染色体为:
ccu*a*gugacaauagcg*gagaggaaacacccguu*ccc*aucccgaacacggaa*guuaag
cc*uag*uggugauagcggaggg*gaaacaccc*gu*ucccaucccgaacac*ggaaguuaag
u**uugguggcgauagcg*aagaggucacaccc*gu*ucccauaccgaacacggaaguu*aag
*uuu*gguggcgauagcga*agaggucacacccgu*ucucaugc*cgaacacggaa*guuaag
uc*ug*guggcgauagcg*aagaggucacacccguu*c*ccauaccgaacacgga*aguuaag
uguugugaug**auggcauuga*ggucacaccug*u*ucccauaccgaacac*agaaguuaag
ugccuggcggccguagcgcg*guggucccaccug*a*ccccaugccgaacuc*agaagugaaa
ugucuggcggccauag*cgcaguggucccaccugau*c*ccaugccgaacuc*agaagugaaa
ugcuuggcgaccauagcguu*auggacccacc*uga*ucccuugccgaacucaguag*ugaaa
guuucgguggucauagcg*ugagggaaacgcccggu*uac*auuccgaac*ccggaagcuaag
*ucc*agugucuaugacuuaga*gguaaca*cuccuuccc*auuccgaac*aggcagguuaag
uguucuuugacgaguag*ua*gcauuggaacaccugaucccaucccgaacucaga*ggugaaa
uggcc**ugguggucauugcgggcucgaaacacccgaucccaucccgaacucggcc*gugaaa
uccugg*ugucuauggcggu*auggaaccacucuga*ccccaucccgaacuc*aguugugaaa
uauucugguguccuaggcguagaggaaccacaccaau*cc*aucccgaacuu*ggugguuaaa
uauucuggugcuccuaggcguagaggaac*caaaccaauccaucccgaacuuggugg*uuaaa
aau*ccccgcccuuagcgg*cguggaa*cacccg*u*ucccauuccgaacacggaag*ugaaa
uu*aaggcggccauagcggugg*gguuacucccgua*c*ccaucccgaacacggaag*auaag
guucacauccgccaggacgcggcgauuacacccggua*uccagcccgaaccc*ggaagcgaaa
适应度为：3668.01

第17周期为:
染色体为:
ccu*a*gugacaauagcg*gagaggaaacacccguu*ccc*aucccgaacacggaa*guuaag
cc*uag*uggugauagcggaggg*gaaacaccc*gu*ucccaucccgaacac*ggaaguuaag
u**uugguggcgauagcg*aagaggucacaccc*gu*ucccauaccgaacacggaaguu*aag
*uuu*gguggcgauagcga*agaggucacacccgu*ucucaugc*cgaacacggaa*guuaag
uc*ug*guggcgauagcg*aagaggucacacccguu*c*ccauaccgaacacgga*aguuaag
uguugugaug**auggcauuga*ggucacaccug*u*ucccauaccgaacac*agaaguuaag
ugccuggcggccguagcgcg*guggucccaccug*a*ccccaugccgaacuc*agaagugaaa
ugucuggcggccauag*cgcaguggucccaccugau*c*ccaugccgaacuc*agaagugaaa
ugcuuggcgaccauagcguu*auggacccacc*uga*ucccuugccgaacucaguag*ugaaa
guuucgguggucauagcg*ugagggaaacgcccggu*uac*auuccgaac*ccggaagcuaag
*ucc*agugucuaugacuuaga*gguaaca*cuccuuccc*auuccgaac*aggcagguuaag
uguucuuugacgaguag*ua*gcauuggaacaccugaucccaucccgaacucaga*ggugaaa
uggcc**ugguggucauugcgggcucgaaacacccgaucccaucccgaacucggcc*gugaaa
uccugg*ugucuauggcggu*auggaaccacucuga*ccccaucccgaacuc*aguugugaaa
uauucugguguccuaggcguagaggaaccacaccaau*cc*aucccgaacuu*ggugguuaaa
uauucuggugcuccuaggcguagaggaac*caaaccaauccaucccgaacuuggugg*uuaaa
aau*ccccgcccuuagcgg*cguggaa*cacccg*u*ucccauuccgaacacggaag*ugaaa
uu*aaggcggccauagcggugg*gguuacucccgua*c*ccaucccgaacacggaag*auaag
guucacauccgccaggacgcggcgauuacacccggua*uccagcccgaaccc*ggaagcgaaa
适应度为：3668.01

第18周期为:
染色体为:
ccu*a*gugacaauagcg*gagaggaaacacccguu*ccc*aucccgaacacggaa*guuaag
cc*uag*uggugauagcggaggg*gaaacaccc*gu*ucccaucccgaacac*ggaaguuaag
u**uugguggcgauagcg*aagaggucacaccc*gu*ucccauaccgaacacggaaguu*aag
*uuu*gguggcgauagcga*agaggucacacccgu*ucucaugc*cgaacacggaa*guuaag
uc*ug*guggcgauagcg*aagaggucacacccguu*c*ccauaccgaacacgga*aguuaag
uguugugaug**auggcauuga*ggucacaccug*u*ucccauaccgaacac*agaaguuaag
ugccuggcggccguagcgcg*guggucccaccug*a*ccccaugccgaacuc*agaagugaaa
ugucuggcggccauag*cgcaguggucccaccugau*c*ccaugccgaacuc*agaagugaaa
ugcuuggcgaccauagcguu*auggacccacc*uga*ucccuugccgaacucaguag*ugaaa
guuucgguggucauagcg*ugagggaaacgcccggu*uac*auuccgaac*ccggaagcuaag
*ucc*agugucuaugacuuaga*gguaaca*cuccuuccc*auuccgaac*aggcagguuaag
uguucuuugacgaguag*ua*gcauuggaacaccugaucccaucccgaacucaga*ggugaaa
uggcc**ugguggucauugcgggcucgaaacacccgaucccaucccgaacucggcc*gugaaa
uc*cuggugucuauggcggu*auggaaccacucuga*ccccaucccgaacuc*aguugugaaa
uauucugguguccuaggcguagaggaaccacaccaau*cc*aucccgaacuu*ggugguuaaa
uauucuggugcuccuaggcguagaggaac*caaaccaauccaucccgaacuuggugg*uuaaa
aau*ccccgcccuuagcgg*cguggaa*cacccg*u*ucccauuccgaacacggaag*ugaaa
uu*aaggcggccauagcggugg*gguuacucccgua*c*ccaucccgaacacggaag*auaag
guucacauccgccaggacgcggcgauuacacccggua*uccagcccgaaccc*ggaagcgaaa
适应度为：3660.8

第19周期为:
染色体为:
ccu*a*gugacaauagcg*gagaggaaacacccguu*ccc*aucccgaacacggaa*guuaag
cc*uag*uggugauagcggaggg*gaaacaccc*gu*ucccaucccgaacac*ggaaguuaag
u**uugguggcgauagcg*aagaggucacaccc*gu*ucccauaccgaacacggaaguu*aag
*uuu*gguggcgauagcga*agaggucacacccgu*ucucaugc*cgaacacggaa*guuaag
uc*ug*guggcgauagcg*aagaggucacacccguu*c*ccauaccgaacacgga*aguuaag
uguugugaug**auggcauuga*ggucacaccug*u*ucccauaccgaacac*agaaguuaag
ugccuggcggccguagcgcg*guggucccaccug*a*ccccaugccgaacuc*agaagugaaa
ugucuggcggccauag*cgcaguggucccaccugau*c*ccaugccgaacuc*agaagugaaa
ugcuuggcgaccauagcguu*auggacccacc*uga*ucccuugccgaacucaguag*ugaaa
guuucgguggucauagcg*ugagggaaacgcccggu*uac*auuccgaac*ccggaagcuaag
*ucc*agugucuaugacuuaga*gguaaca*cuccuuccc*auuccgaac*aggcagguuaag
uguucuuugacgaguag*ua*gcauuggaacaccugaucccaucccgaacucaga*ggugaaa
uggcc**ugguggucauugcgggcucgaaacacccgaucccaucccgaacucggcc*gugaaa