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

uggccugguggucauugcgggcu*cga*aacacccga*ucccaucccgaacucggccgugaaa
uccug*g*ugucuauggcgguauggaaccac*ucug*accccaucccgaacucaguugugaaa
uauucugguguccuaggcguagag*gaacc*acaccaa*uccaucccgaacuuggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaacca*aucc*aucccgaacuuggugguuaaa
aaucc*cc*gcccuuagcggc*gu*ggaac*acccguuccc*auuccgaacacggaagugaaa
u*uaag*gcggccauagcggug*ggg*uuacucccgua*cccaucccgaacacggaagauaag
guuca*ca*uccgccaggacgcggcgauuacacccgguauccagcccgaacccggaagcgaaa
适应度为：3464.84

第10周期为:
染色体为:
*cc*u*agugacaauagcg*gagaggaaac*acccg*uucccaucccgaacacggaaguuaag
ccuag*ug*gu*gauagcggaggg*gaa*acacccguu*cccaucccgaacacggaaguuaag
u*uu**gguggcgauagc*gaagagguca*cacccguu*cccauaccgaacacggaaguuaag
u*u*u*gguggcgauagc*gaagag*gucacacccguucuc*augccgaacacggaaguuaag
ucugguggc*gaua**gc*gaagagguc*acacccg*uucccauaccgaacacggaaguuaag
uguugugaugaugg**c*auu*ga*ggucacaccugu*ucccauaccgaacacagaaguuaag
ugccu*ggcggccguagc*gcggugg*ucccaccug*accccaugccgaacucagaagugaaa
u*gucuggcggccauagc*gca*guggucccaccugauccca*ugccgaacucagaagugaaa
ugcuu*ggcgaccauagcguuaug*gaccc*accugau*cccuugccgaacucaguagugaaa
g*uuucgguggucauagcgu*gag*ggaaacgcccgguuac*auuccgaacccggaagcuaag
uccag*uguc*ua*u*gacuuaga*gguaacacucc*uucccauuccgaacaggcagguuaag
uguucuuugacgaguaguagcauugg*aa*caccugauccc*aucccgaacucagaggugaaa
uggccugguggucauugcgggcu*cga*aacacccga*ucccaucccgaacucggccgugaaa
uccug*g*ugucuauggcgguauggaaccac*ucug*accccaucccgaacucaguugugaaa
uauucugguguccuaggcguagag*gaacc*acaccaa*uccaucccgaacuuggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaacca*aucc*aucccgaacuuggugguuaaa
aaucc*cc*gcccuuagcggc*gu*ggaac*acccguuccc*auuccgaacacggaagugaaa
u*uaag*gcggccauagcggug*ggg*uuacucccgua*cccaucccgaacacggaagauaag
guuca*ca*uccgccaggacgcggcgauuacacccgguauccagcccgaacccggaagcgaaa
适应度为：3460.69

第11周期为:
染色体为:
*cc*u*agugacaauagcg*gagaggaaac*acccg*uucccaucccgaacacggaaguuaag
ccuag*ug*gu*gauagcggaggg*gaa*acacccguu*cccaucccgaacacggaaguuaag
u*uu**gguggcgauagc*gaagagguca*cacccguu*cccauaccgaacacggaaguuaag
u*u*u*gguggcgauagc*gaagag*gucacacccguucuc*augccgaacacggaaguuaag
ucugguggc*gaua**gc*gaagagguc*acacccg*uucccauaccgaacacggaaguuaag
uguugugaugaugg**c*auu*ga*ggucacaccugu*ucccauaccgaacacagaaguuaag
ugccu*ggcggccguagc*gcggugg*ucccaccug*accccaugccgaacucagaagugaaa
u*gucuggcggccauagcgc*agu*ggucccaccugauccc*augccgaacucagaagugaaa
ugcuu*ggcgaccauagcguuaug*gaccc*accugaucccu*ugccgaacucaguagugaaa
g*uuucgguggucauagc*gug*agggaaacgcccggu*uacauuccgaacccggaagcuaag
uccag*uguc*ua*u*gacuuaga*gguaacacucc*uucccauuccgaacaggcagguuaag
uguucuuugacgaguaguagcauugg*aa*caccugauccc*aucccgaacucagaggugaaa
uggccugguggucauugcgggcuc*ga*aacacccgau*cccaucccgaacucggccgugaaa
uccug*g*ugucuauggcgguauggaaccac*ucug*accccaucccgaacucaguugugaaa
uauucugguguccuaggcguaga*ggaacc*acacca*auccaucccgaacuuggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaacca*aucc*aucccgaacuuggugguuaaa
aaucc*cc*gcccuuagcggc*gu*ggaac*acccguuccc*auuccgaacacggaagugaaa
u*uaag*gcggccauagcggug*ggg*uuacucccgua*cccaucccgaacacggaagauaag
guuca*ca*uccgccaggacgcggcgauuacacccgguauccagcccgaacccggaagcgaaa
适应度为：3441.63

第12周期为:
染色体为:
*cc*u*agugacaauagcg*gagaggaaac*acccg*uucccaucccgaacacggaaguuaag
ccuag*ug*gu*gauagcggaggg*gaa*acacccguu*cccaucccgaacacggaaguuaag
u*uu**gguggcgauagc*gaagagguca*cacccguu*cccauaccgaacacggaaguuaag
u*u*u*gguggcgauagc*gaagag*gucacacccguucuc*augccgaacacggaaguuaag
ucugguggc*gaua**gc*gaagagguc*acacccg*uucccauaccgaacacggaaguuaag
uguugugaugaugg**c*auu*ga*ggucacaccugu*ucccauaccgaacacagaaguuaag
ugccu*ggcggccguagc*gcggugg*ucccaccug*accccaugccgaacucagaagugaaa
u*gucuggcggccauagcgc*agu*ggucccaccugauccc*augccgaacucagaagugaaa
ugcuu*ggcgaccauagcguuaug*gaccc*accugaucccu*ugccgaacucaguagugaaa
g*uuucgguggucauagc*gug*agggaaacgcccggu*uacauuccgaacccggaagcuaag
uccag*uguc*ua*u*gacuuaga*gguaacacucc*uucccauuccgaacaggcagguuaag
uguucuuugacgaguaguagcauugg*aa*caccugauccc*aucccgaacucagaggugaaa
uggccugguggucauugcgggcuc*ga*aacacccgau*cccaucccgaacucggccgugaaa
uccug*g*ugucuauggcgguauggaaccac*ucug*accccaucccgaacucaguugugaaa
uauucugguguccuaggcguaga*ggaacc*acacca*auccaucccgaacuuggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaacca*aucc*aucccgaacuuggugguuaaa
aaucc*cc*gcccuuagcggc*gu*ggaac*acccguuccc*auuccgaacacggaagugaaa
u*uaag*gcggccauagcggug*ggg*uuacucccgua*cccaucccgaacacggaagauaag
guuca*ca*uccgccaggacgcggcgauuacacccgguauccagcccgaacccggaagcgaaa
适应度为：3441.63

第13周期为:
染色体为:
*cc*u*agugacaauagcg*gagaggaaac*acccg*uucccaucccgaacacggaaguuaag
ccuag*ug*gu*gauagcggaggg*gaa*acacccguu*cccaucccgaacacggaaguuaag
u*uu**gguggcgauagc*gaagagguca*cacccguu*cccauaccgaacacggaaguuaag
u*u*u*gguggcgauagc*gaagag*gucacacccguucuc*augccgaacacggaaguuaag
ucugguggc*gaua**gc*gaagagguc*acacccg*uucccauaccgaacacggaaguuaag
uguugugaugaugg**c*auu*ga*ggucacaccugu*ucccauaccgaacacagaaguuaag
ugccu*ggcggccguagc*gcggugg*ucccaccug*accccaugccgaacucagaagugaaa
u*gucuggcggccauagcgc*agu*ggucccaccugauccc*augccgaacucagaagugaaa
ugcuu*ggcgaccauagcguuaug*gaccc*accugaucccu*ugccgaacucaguagugaaa
g*uuucgguggucauagc*gug*agggaaacgcccggu*uacauuccgaacccggaagcuaag
uccag*uguc*ua*u*gacuuaga*gguaacacucc*uucccauuccgaacaggcagguuaag
uguucuuugacgaguaguagcauugg*aa*caccugauccc*aucccgaacucagaggugaaa
uggccugguggucauugcgggcuc*ga*aacacccgau*cccaucccgaacucggccgugaaa
uccug*g*ugucuauggcgguauggaaccac*ucug*accccaucccgaacucaguugugaaa
uauucugguguccuaggcguaga*ggaacc*acacca*auccaucccgaacuuggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaacca*aucc*aucccgaacuuggugguuaaa
aaucc*cc*gcccuuagcggc*gu*ggaac*acccguuccc*auuccgaacacggaagugaaa
u*uaag*gcggccauagcggug*ggg*uuacucccgua*cccaucccgaacacggaagauaag
guuca*ca*uccgccaggacgcggcgauuacacccgguauccagcccgaacccggaagcgaaa
适应度为：3441.63

第14周期为:
染色体为:
*cc*u*agugacaauagcg*gagaggaaac*acccg*uucccaucccgaacacggaaguuaag
ccuag*ug*gu*gauagcggaggg*gaa*acacccguu*cccaucccgaacacggaaguuaag
u*uu**gguggcgauagc*gaagagguca*cacccguu*cccauaccgaacacggaaguuaag
u*u*u*gguggcgauagc*gaagag*gucacacccguucuc*augccgaacacggaaguuaag
ucugguggc*gaua**gc*gaagagguc*acacccg*uucccauaccgaacacggaaguuaag
uguugugaugaugg**c*auu*ga*ggucacaccugu*ucccauaccgaacacagaaguuaag
ugccu*ggcggccguagc*gcggugg*ucccaccug*accccaugccgaacucagaagugaaa
u*gucuggcggccauagcgc*agu*ggucccaccugauccc*augccgaacucagaagugaaa
ugcuu*ggcgaccauagcguuaug*gaccc*accugaucccu*ugccgaacucaguagugaaa
guuuc*gguggucauagc*gug*agggaaacgcccggu*uacauuccgaacccggaagcuaag
u*ccaguguc*ua*u*gacuuaga*gguaacacucc*uucccauuccgaacaggcagguuaag
uguucuuugacgaguaguagcauugg*aa*caccugauccc*aucccgaacucagaggugaaa
uggccugguggucauugcgggcuc*ga*aacacccgau*cccaucccgaacucggccgugaaa
uccug*g*ugucuauggcgguauggaaccac*ucug*accccaucccgaacucaguugugaaa
uauucugguguccuaggcguaga*ggaacc*acacca*auccaucccgaacuuggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaacca*aucc*aucccgaacuuggugguuaaa
aaucc*cc*gcccuuagcggc*gu*ggaac*acccguuccc*auuccgaacacggaagugaaa
u*uaag*gcggccauagcggug*ggg*uuacucccgua*cccaucccgaacacggaagauaag
guuca*ca*uccgccaggacgcggcgauuacacccgguauccagcccgaacccggaagcgaaa
适应度为：3440.35

第15周期为:
染色体为:
*cc*u*agugacaauagcg*gagaggaaac*acccg*uucccaucccgaacacggaaguuaag
ccuag*ug*gu*gauagcggaggg*gaa*acacccguu*cccaucccgaacacggaaguuaag
u*uu**gguggcgauagc*gaagagguca*cacccguu*cccauaccgaacacggaaguuaag
u*u*u*gguggcgauagc*gaagag*gucacacccguucuc*augccgaacacggaaguuaag
ucugguggc*gaua**gc*gaagagguc*acacccg*uucccauaccgaacacggaaguuaag
uguugugaugaugg**c*auu*ga*ggucacaccugu*ucccauaccgaacacagaaguuaag
ugccu*ggcggccguagc*gcggugg*ucccaccug*accccaugccgaacucagaagugaaa
u*gucuggcggccauagcgc*agu*ggucccaccugauccc*augccgaacucagaagugaaa
ugcuu*ggcgaccauagcguuaug*gaccc*accugaucccu*ugccgaacucaguagugaaa
guuuc*gguggucauagc*gug*agggaaacgcccggu*uacauuccgaacccggaagcuaag
u*ccaguguc*ua*u*gacuuaga*gguaacacucc*uucccauuccgaacaggcagguuaag
uguucuuugacgaguaguagcauugg*aa*caccugauccc*aucccgaacucagaggugaaa
uggccugguggucauugcgggcuc*ga*aacacccgau*cccaucccgaacucggccgugaaa
uccug*g*ugucuauggcgguauggaaccac*ucug*accccaucccgaacucaguugugaaa
uauucugguguccuaggcguaga*ggaacc*acacca*auccaucccgaacuuggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaacca*aucc*aucccgaacuuggugguuaaa
aaucc*cc*gcccuuagcggc*gu*ggaac*acccguuccc*auuccgaacacggaagugaaa
u*uaag*gcggccauagcggug*ggg*uuacucccgua*cccaucccgaacacggaagauaag
guuca*ca*uccgccaggacgcggcgauuacacccgguauccagcccgaacccggaagcgaaa
适应度为：3440.35

第16周期为:
染色体为:
*cc*u*agugacaauagcg*gagaggaaac*acccg*uucccaucccgaacacggaaguuaag
ccuag*ug*gu*gauagcggaggg*gaa*acacccguu*cccaucccgaacacggaaguuaag
u*uu**gguggcgauagc*gaagagguca*cacccguu*cccauaccgaacacggaaguuaag
u*u*u*gguggcgauagc*gaagag*gucacacccguucuc*augccgaacacggaaguuaag
ucugguggc*gaua**gc*gaagagguc*acacccg*uucccauaccgaacacggaaguuaag
uguugugaugaugg**c*auu*ga*ggucacaccugu*ucccauaccgaacacagaaguuaag
ugccu*ggcggccguagc*gcggugg*ucccaccug*accccaugccgaacucagaagugaaa
u*gucuggcggccauagcgc*agu*ggucccaccugauccc*augccgaacucagaagugaaa
ugcuu*ggcgaccauagcguuaug*gaccc*accugaucccu*ugccgaacucaguagugaaa
guuuc*gguggucauagc*gug*agggaaacgcccggu*uacauuccgaacccggaagcuaag
u*ccaguguc*ua*u*gacuuaga*gguaacacucc*uucccauuccgaacaggcagguuaag
uguucuuugacgaguaguagcauugg*aa*caccugauccc*aucccgaacucagaggugaaa
uggccugguggucauugcgggcuc*ga*aacacccgau*cccaucccgaacucggccgugaaa
uccug*g*ugucuauggcgguauggaaccac*ucug*accccaucccgaacucaguugugaaa
uauucugguguccuaggcguaga*ggaacc*acacca*auccaucccgaacuuggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaacca*aucc*aucccgaacuuggugguuaaa
aaucc*cc*gcccuuagcggc*gu*ggaac*acccguuccc*auuccgaacacggaagugaaa
u*uaag*gcggccauagcggug*ggg*uuacucccgua*cccaucccgaacacggaagauaag
guuca*ca*uccgccaggacgcggcgauuacacccgguauccagcccgaacccggaagcgaaa
适应度为：3440.35

第17周期为:
染色体为:
*cc*u*agugacaauagcg*gagaggaaac*acccg*uucccaucccgaacacggaaguuaag
ccuag*ug*gu*gauagcggaggg*gaa*acacccguu*cccaucccgaacacggaaguuaag
u*uu**gguggcgauagc*gaagagguca*cacccguu*cccauaccgaacacggaaguuaag
u*u*u*gguggcgauagc*gaagag*gucacacccguucuc*augccgaacacggaaguuaag
ucugguggc*gaua**gc*gaagagguc*acacccg*uucccauaccgaacacggaaguuaag
uguugugaugaugg**c*auu*ga*ggucacaccugu*ucccauaccgaacacagaaguuaag
ugccu*ggcggccguagc*gcggugg*ucccaccug*accccaugccgaacucagaagugaaa
u*gucuggcggccauagcgc*agu*ggucccaccugauccc*augccgaacucagaagugaaa
ugcuu*ggcgaccauagcguuaug*gaccc*accugaucccu*ugccgaacucaguagugaaa
guuuc*gguggucauagc*gug*agggaaacgcccggu*uacauuccgaacccggaagcuaag
u*ccaguguc*ua*u*gacuuaga*gguaacacucc*uucccauuccgaacaggcagguuaag
uguucuuugacgaguaguagcauugg*aa*caccugauccc*aucccgaacucagaggugaaa
uggccugguggucauugcgggcuc*ga*aacacccgau*cccaucccgaacucggccgugaaa
uccug*g*ugucuauggcgguauggaaccac*ucug*accccaucccgaacucaguugugaaa
uauucugguguccuaggcguaga*ggaacc*acacca*auccaucccgaacuuggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaacca*aucc*aucccgaacuuggugguuaaa
aaucc*cc*gcccuuagcggc*gu*ggaac*acccguuccc*auuccgaacacggaagugaaa
u*uaag*gcggccauagcggug*ggg*uuacucccgua*cccaucccgaacacggaagauaag
guuca*ca*uccgccaggacgcggcgauuacacccgguauccagcccgaacccggaagcgaaa
适应度为：3440.35

第18周期为:
染色体为:
*cc*u*agugacaauagcg*gagaggaaac*acccg*uucccaucccgaacacggaaguuaag
ccuag*ug*gu*gauagcggaggg*gaa*acacccguu*cccaucccgaacacggaaguuaag
u*uu**gguggcgauagc*gaagagguca*cacccguu*cccauaccgaacacggaaguuaag
u*u*u*gguggcgauagc*gaagag*gucacacccguucuc*augccgaacacggaaguuaag
ucugguggc*gaua**gc*gaagagguc*acacccg*uucccauaccgaacacggaaguuaag
uguugugaugaugg**c*auu*ga*ggucacaccugu*ucccauaccgaacacagaaguuaag
ugccu*ggcggccguagc*gcggugg*ucccaccug*accccaugccgaacucagaagugaaa
u*gucuggcggccauagcgc*agu*ggucccaccugauccc*augccgaacucagaagugaaa
ugcuu*ggcgaccauagcguuaug*gaccc*accugaucccu*ugccgaacucaguagugaaa
guuuc*gguggucauagc*gug*agggaaacgcccggu*uacauuccgaacccggaagcuaag
u*ccaguguc*ua*u*gacuuaga*gguaacacucc*uucccauuccgaacaggcagguuaag
uguucuuugacgaguaguagcauugg*aa*caccugauccc*aucccgaacucagaggugaaa
uggccugguggucauugcgggcuc*ga*aacacccgau*cccaucccgaacucggccgugaaa
uccug*g*ugucuauggcgguauggaaccac*ucug*accccaucccgaacucaguugugaaa
uauucugguguccuaggcguaga*ggaacc*acacca*auccaucccgaacuuggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaacca*aucc*aucccgaacuuggugguuaaa
aaucc*cc*gcccuuagcggc*gu*ggaac*acccguuccc*auuccgaacacggaagugaaa
u*uaag*gcggccauagcggug*ggg*uuacucccgua*cccaucccgaacacggaagauaag
guuca*ca*uccgccaggacgcggcgauuacacccgguauccagcccgaacccggaagcgaaa
适应度为：3440.35

第19周期为:
染色体为:
*cc*u*agugacaauagcg*gagaggaaac*acccg*uucccaucccgaacacggaaguuaag
ccuag*ug*gu*gauagcggaggg*gaa*acacccguu*cccaucccgaacacggaaguuaag
u*uu**gguggcgauagc*gaagagguca*cacccguu*cccauaccgaacacggaaguuaag
u*u*u*gguggcgauagc*gaagag*gucacacccguucuc*augccgaacacggaaguuaag
ucugguggc*gaua**gc*gaagagguc*acacccg*uucccauaccgaacacggaaguuaag
uguugugaugaugg**c*auu*ga*ggucacaccugu*ucccauaccgaacacagaaguuaag
ugccu*ggcggccguagc*gcggugg*ucccaccug*accccaugccgaacucagaagugaaa
u*gucuggcggccauagcgc*agu*ggucccaccugauccc*augccgaacucagaagugaaa
ugcuu*ggcgaccauagcguuaug*gaccc*accugaucccu*ugccgaacucaguagugaaa
guuuc*gguggucauagc*gug*agggaaacgcccggu*uacauuccgaacccggaagcuaag
u*ccaguguc*ua*u*gacuuaga*gguaacacucc*uucccauuccgaacaggcagguuaag
uguucuuugacgaguaguagcauugg*aa*caccugauccc*aucccgaacucagaggugaaa
uggccugguggucauugcgggcuc*ga*aacacccgau*cccaucccgaacucggccgugaaa