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

uggccugguggucauugcg*ggcucgaaacaccc*gaucccaucccgaacucggcc*gugaaa
*uc*cuggugucuauggcggu*auggaaccacucugaccccaucccgaacucaguugu*gaaa
uauucugguguc*cuaggcguagaggaaccac*accaauccaucccgaacuuggugg*uuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuuggu*gguuaaa
aauccccgcccu**uagcggc*gugg*aaca*cccguucccauuccgaacacggaa*gugaaa
*u*uaaggcggccauagcggugg*gguuacucccgu*acccaucccgaacacggaagauaag*
guucacauccgcca*ggacgcggcgauuacacccgguauccagcccgaacccg*gaagcgaaa
适应度为：3724.43

第10周期为:
染色体为:
ccuagugacaauagcgga*g*ag*g*aaacacccgu*ucccaucccgaacac*ggaaguuaag
ccuagugg*ug*au*agcggagg*ggaaacacccg*uucccaucccgaacacggaaguu*aag
u*uu*ggug*gcgauagc*gaagaggucacac*ccguucccauaccgaacacgg*aaguuaag
uuugguggcgauag*cgaag*a**ggucacac*ccguucucaugccgaacacg*gaaguuaag
ucugguggcgauagc*gaagagg**uc*acacc*cguucccauaccgaacacggaaguu*aag
uguugugaugauggca*u*ugag*g*ucaca*ccuguucccauaccgaacacag*aaguuaag
ug*ccuggcggccguagc*gcgguggucccacc*ugaccccaugccgaacucagaag*ugaaa
ug*ucuggcggccauagc*gcaguggucccaccug*aucccaugccgaacucaga*agugaaa
ugc*uuggcgaccauagcguu*auggacccaccuga*ucccuugccgaacuca*guagugaaa
guuucgguggucau*agc*gu*gagggaaacgcccgguuacauuccgaacccgg*aagcuaag
uccagugucuaugacu*uag*agguaacacuc*cuuc*ccauuc*cgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugg*aacac*cugaucccaucccgaacucaga*ggugaaa
uggccugguggucauugcg*ggcucgaaacaccc*gaucccaucccgaacucggcc*gugaaa
*uc*cuggugucuauggcggu*auggaaccacucugaccccaucccgaacucaguugu*gaaa
uauucugguguc*cuaggcguagaggaaccac*accaauccaucccgaacuuggugg*uuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuuggu*gguuaaa
aauccccgcccu**uagcggc*gugg*aaca*cccguucccauuccgaacacggaa*gugaaa
*u*uaaggcggccauagcggugg*gguuacucccgu*acccaucccgaacacggaagauaag*
guucacauccgcca*ggacgcggcgauuacacccgguauccagcccgaacccg*gaagcgaaa
适应度为：3718.39

第11周期为:
染色体为:
ccuagugacaauagcgga*g*ag*g*aaacacccgu*ucccaucccgaacac*ggaaguuaag
ccuagugg*ug*au*agcggagg*ggaaacacccg*uucccaucccgaacacggaaguu*aag
u*uu*ggug*gcgauagc*gaagaggucacac*ccguucccauaccgaacacgg*aaguuaag
uuugguggcgauag*cgaag*a**ggucacac*ccguucucaugccgaacacg*gaaguuaag
ucugguggcgauagc*gaagagg**uc*acacc*cguucccauaccgaacacggaaguu*aag
uguugugaugauggca*u*ugag*g*ucaca*ccuguucccauaccgaacacag*aaguuaag
ug*ccuggcggccguagc*gcgguggucccacc*ugaccccaugccgaacucagaag*ugaaa
ug*ucuggcggccauagc*gcaguggucccaccug*aucccaugccgaacucaga*agugaaa
ugc*uuggcgaccauagcguu*auggacccaccuga*ucccuugccgaacuca*guagugaaa
guuucgguggucau*agc*gu*gagggaaacgcccgguuacauuccgaacccgg*aagcuaag
uccagugucuaugacu*uag*agguaacacuc*cuuc*ccauuc*cgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugg*aacac*cugaucccaucccgaacucaga*ggugaaa
uggccugguggucauugcg*ggcucgaaacaccc*gaucccaucccgaacucggcc*gugaaa
*uc*cuggugucuauggcggu*auggaaccacucugaccccaucccgaacucaguugu*gaaa
uauucugguguc*cuaggcguagaggaaccac*accaauccaucccgaacuuggugg*uuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuuggu*gguuaaa
aauccccgcccu**uagcggc*gugg*aaca*cccguucccauuccgaacacggaa*gugaaa
*u*uaaggcggccauagcggugg*gguuacucccgu*acccaucccgaacacggaagauaag*
guucacauccgcca*ggacgcggcgauuacacccgguauccagcccgaacccg*gaagcgaaa
适应度为：3718.39

第12周期为:
染色体为:
ccuagugacaauagcgga*g*ag*g*aaacacccgu*ucccaucccgaacac*ggaaguuaag
ccuagugg*ug*au*agcggagg*ggaaacacccg*uucccaucccgaacacggaaguu*aag
u*uu*ggug*gcgauagc*gaagaggucacac*ccguucccauaccgaacacgg*aaguuaag
uuugguggcgauag*cgaag*a**ggucacac*ccguucucaugccgaacacg*gaaguuaag
ucugguggcgauagc*gaagagg**uc*acacc*cguucccauaccgaacacggaaguu*aag
uguugugaugauggca*u*ugag*g*ucaca*ccuguucccauaccgaacacag*aaguuaag
ug*ccuggcggccguagc*gcgguggucccacc*ugaccccaugccgaacucagaag*ugaaa
ug*ucuggcggccauagc*gcaguggucccaccug*aucccaugccgaacucaga*agugaaa
ugc*uuggcgaccauagcguu*auggacccaccuga*ucccuugccgaacuca*guagugaaa
guuucgguggucau*agc*gu*gagggaaacgcccgguuacauuccgaacccgg*aagcuaag
uccagugucuaugacu*uag*agguaacacuc*cuuc*ccauuc*cgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugg*aacac*cugaucccaucccgaacucaga*ggugaaa
uggccugguggucauugcg*ggcucgaaacaccc*gaucccaucccgaacucggcc*gugaaa
*uc*cuggugucuauggcggu*auggaaccacucugaccccaucccgaacucaguugu*gaaa
uauucugguguc*cuaggcguagaggaaccac*accaauccaucccgaacuuggugg*uuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuuggu*gguuaaa
aauccccgcccu**uagcggc*gugg*aaca*cccguucccauuccgaacacggaa*gugaaa
*u*uaaggcggccauagcggugg*gguuacucccgu*acccaucccgaacacggaagauaag*
guucacauccgcca*ggacgcggcgauuacacccgguauccagcccgaacccg*gaagcgaaa
适应度为：3718.39

第13周期为:
染色体为:
ccuagugacaauagcgga*g*ag*g*aaacacccgu*ucccaucccgaacac*ggaaguuaag
ccuagugg*ug*au*agcggagg*ggaaacacccg*uucccaucccgaacacggaaguu*aag
u*uu*ggug*gcgauagc*gaagaggucacac*ccguucccauaccgaacacgg*aaguuaag
uuugguggcgauag*cgaag*a**ggucacac*ccguucucaugccgaacacg*gaaguuaag
ucugguggcgauagc*gaagagg**uc*acacc*cguucccauaccgaacacggaaguu*aag
uguugugaugauggca*u*ugag*g*ucaca*ccuguucccauaccgaacacag*aaguuaag
ug*ccuggcggccguagc*gcgguggucccacc*ugaccccaugccgaacucagaag*ugaaa
ug*ucuggcggccauagc*gcaguggucccaccug*aucccaugccgaacucaga*agugaaa
ugc*uuggcgaccauagcguu*auggacccaccuga*ucccuugccgaacuca*guagugaaa
guuucgguggucau*agc*gu*gagggaaacgcccgguuacauuccgaacccgg*aagcuaag
uccagugucuaugacu*uag*agguaacacuc*cuuc*ccauuc*cgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugg*aacac*cugaucccaucccgaacucaga*ggugaaa
uggccugguggucauugcg*ggcucgaaacaccc*gaucccaucccgaacucggcc*gugaaa
*uc*cuggugucuauggcggu*auggaaccacucugaccccaucccgaacucaguugu*gaaa
uauucugguguc*cuaggcguagaggaaccac*accaauccaucccgaacuuggugg*uuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuuggu*gguuaaa
aauccccgcccu**uagcggc*gugg*aaca*cccguucccauuccgaacacggaa*gugaaa
*u*uaaggcggccauagcggugg*gguuacucccgu*acccaucccgaacacggaagauaag*
guucacauccgcca*ggacgcggcgauuacacccgguauccagcccgaacccg*gaagcgaaa
适应度为：3718.39

第14周期为:
染色体为:
ccuagugacaauagcgga*g*ag*g*aaacacccgu*ucccaucccgaacac*ggaaguuaag
ccuagugg*ug*au*agcggagg*ggaaacacccg*uucccaucccgaacacggaaguu*aag
u*uu*ggug*gcgauagc*gaagaggucacac*ccguucccauaccgaacacgg*aaguuaag
uuugguggcgauag*cgaag*a**ggucacac*ccguucucaugccgaacacg*gaaguuaag
ucugguggcgauagc*gaagagg**uc*acacc*cguucccauaccgaacacggaaguu*aag
uguugugaugauggca*u*ugag*g*ucaca*ccuguucccauaccgaacacag*aaguuaag
ug*ccuggcggccguagc*gcgguggucccacc*ugaccccaugccgaacucagaag*ugaaa
ug*ucuggcggccauagc*gcaguggucccaccug*aucccaugccgaacucaga*agugaaa
ugc*uuggcgaccauagcguu*auggacccaccuga*ucccuugccgaacuca*guagugaaa
guuucgguggucau*agc*gu*gagggaaacgcccgguuacauuccgaacccgg*aagcuaag
uccagugucuaugacu*uag*agguaacacuc*cuuc*ccauuc*cgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugg*aacac*cugaucccaucccgaacucaga*ggugaaa
uggccugguggucauugcg*ggcucgaaacaccc*gaucccaucccgaacucggcc*gugaaa
*uc*cuggugucuauggcggu*auggaaccacucugaccccaucccgaacucaguugu*gaaa
uauucugguguc*cuaggcguagaggaaccac*accaauccaucccgaacuuggugg*uuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuuggu*gguuaaa
aauccccgcccu**uagcggc*gugg*aaca*cccguucccauuccgaacacggaa*gugaaa
*u*uaaggcggccauagcggugg*gguuacucccgu*acccaucccgaacacggaagauaag*
guucacauccgcca*ggacgcggcgauuacacccgguauccagcccgaacccg*gaagcgaaa
适应度为：3718.39

第15周期为:
染色体为:
c*cu*agug*acaauagc*ggagaggaaacac*ccguucccaucccgaacacgg*aaguuaag
ccuagugg*ug*au*agcggagg*ggaaacacccg*uucccaucccgaacacggaaguu*aag
uuugguggcgauagcgaa*g*ag*g*ucacacccgu*ucccauaccgaacac*ggaaguuaag
uuugguggcgauag*cgaag*a**ggucacac*ccguucucaugccgaacacg*gaaguuaag
ucugguggcgauagc*gaagagg*u*c*aca*cccguucccauaccgaacacggaaguu*aag
uguugugaugauggca*u*ugag*g*ucaca*ccuguucccauaccgaacacag*aaguuaag
ug*ccuggcggccguagc*gcgguggucccacc*ugaccccaugccgaacucagaag*ugaaa
ugu*cuggcggccauagc*gcaguggucccaccuga*ucccaugccgaacucaga*agugaaa
ug*cuuggcgaccauagcguu*auggacccaccug*aucccuugccgaacuca*guagugaaa
guuucgguggucau*agc*gugagggaaacgc*ccgguuacauuccgaacccgg*aagcuaag
uccagugucuaugacu*uag*agguaacacuc*cuuc*ccauuc*cgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugg*aacac*cugaucccaucccgaacucaga*ggugaaa
uggccugguggucauugcg*ggcucgaaacaccc*gaucccaucccgaacucggcc*gugaaa
*uc*cuggugucuauggcggu*auggaaccacucugaccccaucccgaacucaguugu*gaaa
uauucugguguc*cuaggcguagaggaaccac*accaauccaucccgaacuuggugg*uuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuuggu*gguuaaa
aauccccgcccu**uagcggc*gugg*aaca*cccguucccauuccgaacacggaa*gugaaa
*u*uaaggcggccauagcggugg*gguuacucccgu*acccaucccgaacacggaagauaag*
guucacauccgcca*ggacgcggcgauuacacccgguauccagcccgaacccg*gaagcgaaa
适应度为：3681.2

第16周期为:
染色体为:
c*cu*agug*acaauagc*ggagaggaaacac*ccguucccaucccgaacacgg*aaguuaag
ccuagugg*ug*au*agcggagg*ggaaacacccg*uucccaucccgaacacgga*aguuaag
uuugguggcgauagcgaa*g*ag*g*ucacacccgu*ucccauaccgaacac*ggaaguuaag
uuugguggcgauag*cgaag*a**ggucacac*ccguucucaugccgaacacg*gaaguuaag
ucugguggcgauagc*gaagagg*u*c*aca*cccguucccauaccgaacacggaaguu*aag
uguugugaugauggca*u*ugag*g*ucaca*ccuguucccauaccgaacacag*aaguuaag
ug*ccuggcggccguagc*gcgguggucccacc*ugaccccaugccgaacucagaag*ugaaa
ugu*cuggcggccauagc*gcaguggucccaccuga*ucccaugccgaacucaga*agugaaa
ug*cuuggcgaccauagcguu*auggacccaccug*aucccuugccgaacuca*guagugaaa
guuucgguggucau*agcgugag*ggaaacgc*ccgguuacauuccgaacccgg*aagcuaag
uccagugucuaugacu*uag*agguaacacuc*cuuc*ccauuc*cgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugg*aacac*cugaucccaucccgaacucaga*ggugaaa
uggccugguggucauugcg*ggcucgaaacaccc*gaucccaucccgaacucggcc*gugaaa
*uc*cuggugucuauggcggu*auggaaccacucugaccccaucccgaacucaguugu*gaaa
uauucugguguc*cuaggcguagaggaaccac*accaauccaucccgaacuuggugg*uuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuuggu*gguuaaa
aauccccgcccu**uagcggc*gugg*aaca*cccguucccauuccgaacacggaa*gugaaa
*u*uaaggcggccauagcggugg*gguuacucccgu*acccaucccgaacacggaagauaag*
guucacauccgcca*ggacgcggcgauuacacccgguauccagcccgaacccg*gaagcgaaa
适应度为：3673.39

第17周期为:
染色体为:
c*cu*agug*acaauagc*ggagaggaaacac*ccguucccaucccgaacacgg*aaguuaag
ccuagugg*ug*au*agcggagg*ggaaacacccg*uucccaucccgaacacgga*aguuaag
uuugguggcgauagcgaa*g*ag*g*ucacacccgu*ucccauaccgaacac*ggaaguuaag
uuugguggcgauag*cgaag*a**ggucacac*ccguucucaugccgaacacg*gaaguuaag
ucugguggcgauagc*gaagagg*u*c*aca*cccguucccauaccgaacacggaaguu*aag
uguugugaugauggca*u*ugag*g*ucaca*ccuguucccauaccgaacacag*aaguuaag
ug*ccuggcggccguagc*gcgguggucccacc*ugaccccaugccgaacucagaag*ugaaa
ugu*cuggcggccauagc*gcaguggucccaccuga*ucccaugccgaacucaga*agugaaa
ug*cuuggcgaccauagcguu*auggacccaccug*aucccuugccgaacuca*guagugaaa
guuucgguggucau*agcgugag*ggaaacgc*ccgguuacauuccgaacccgg*aagcuaag
uccagugucuaugacu*uag*agguaacacuc*cuuc*ccauuc*cgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugg*aacac*cugaucccaucccgaacucaga*ggugaaa
uggccugguggucauugcg*ggcucgaaacaccc*gaucccaucccgaacucggcc*gugaaa
*uc*cuggugucuauggcggu*auggaaccacucugaccccaucccgaacucaguugu*gaaa
uauucugguguc*cuaggcguagaggaaccac*accaauccaucccgaacuuggugg*uuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuuggu*gguuaaa
aauccccgcccu**uagcggc*gugg*aaca*cccguucccauuccgaacacggaa*gugaaa
*u*uaaggcggccauagcggugg*gguuacucccgu*acccaucccgaacacggaagauaag*
guucacauccgcca*ggacgcggcgauuacacccgguauccagcccgaacccg*gaagcgaaa
适应度为：3673.39

第18周期为:
染色体为:
c*cu*agug*acaauagc*ggagaggaaacac*ccguucccaucccgaacacgg*aaguuaag
ccuagugg*ug*au*agcggagg*ggaaacacccg*uucccaucccgaacacgga*aguuaag
uuugguggcgauagcgaa*g*ag*g*ucacacccgu*ucccauaccgaacac*ggaaguuaag
uuugguggcgauag*cgaag*a**ggucacac*ccguucucaugccgaacacg*gaaguuaag
ucugguggcgauagc*gaagagg*u*c*aca*cccguucccauaccgaacacggaaguu*aag
uguugugaugauggca*u*ugag*g*ucaca*ccuguucccauaccgaacacag*aaguuaag
ug*ccuggcggccguagc*gcgguggucccacc*ugaccccaugccgaacucagaag*ugaaa
ugu*cuggcggccauagc*gcaguggucccaccuga*ucccaugccgaacucaga*agugaaa
ug*cuuggcgaccauagcguu*auggacccaccug*aucccuugccgaacuca*guagugaaa
guuucgguggucau*agcgugag*ggaaacgc*ccgguuacauuccgaacccgg*aagcuaag
uccagugucuaugacu*uag*agguaacacuc*cuuc*ccauuc*cgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugg*aacac*cugaucccaucccgaacucaga*ggugaaa
uggccugguggucauugcg*ggcucgaaacaccc*gaucccaucccgaacucggcc*gugaaa
*uc*cuggugucuauggcggu*auggaaccacucugaccccaucccgaacucaguugu*gaaa
uauucugguguc*cuaggcguagaggaaccac*accaauccaucccgaacuuggugg*uuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuuggu*gguuaaa
aauccccgcccu**uagcggc*gugg*aaca*cccguucccauuccgaacacggaa*gugaaa
*u*uaaggcggccauagcggugg*gguuacucccgu*acccaucccgaacacggaagauaag*
guucacauccgcca*ggacgcggcgauuacacccgguauccagcccgaacccg*gaagcgaaa
适应度为：3673.39

第19周期为:
染色体为:
c*cu*agug*acaauagc*ggagaggaaacac*ccguucccaucccgaacacgg*aaguuaag
ccuagugg*ug*au*agcggagg*ggaaacacccg*uucccaucccgaacacgga*aguuaag
uuugguggcgauagcgaa*g*ag*g*ucacacccgu*ucccauaccgaacac*ggaaguuaag
uuugguggcgauag*cgaag*a**ggucacac*ccguucucaugccgaacacg*gaaguuaag
ucugguggcgauagc*gaagagg*u*c*aca*cccguucccauaccgaacacggaaguu*aag
uguugugaugauggca*u*ugag*g*ucaca*ccuguucccauaccgaacacag*aaguuaag
ug*ccuggcggccguagc*gcgguggucccacc*ugaccccaugccgaacucagaag*ugaaa
ugu*cuggcggccauagc*gcaguggucccaccuga*ucccaugccgaacucaga*agugaaa
ug*cuuggcgaccauagcguu*auggacccaccug*aucccuugccgaacuca*guagugaaa
guuucgguggucau*agcgugag*ggaaacgc*ccgguuacauuccgaacccgg*aagcuaag
uccagugucuaugacu*uag*agguaacacuc*cuuc*ccauuc*cgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugg*aacac*cugaucccaucccgaacucaga*ggugaaa
uggccugguggucauugcg*ggcucgaaacaccc*gaucccaucccgaacucggcc*gugaaa