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

uggccugguggucauugcgggcucgaaaca*cccgauccca*ucccgaacucggccg*ugaaa
uccu*gguguc*uauggcgguauggaaccacucug*accccaucccgaacucag*uugugaaa
uauucugguguccuaggcguagaggaaccacaccaau*c*caucccgaacuuggu*gguuaaa
uauucuggugcuccuaggcguagaggaaccaaac*caauccaucccgaacuuggugg*uuaaa
a*auccccgc*ccuuagcggcgug*gaaca*cccguu*cccauuccgaacac*ggaagugaaa
u*ua*aggcggccauagcggugggguua*cucccguaccc*aucccgaacacggaaga*uaag
guucacauccgccagga*cgcggcgauuacacccgguauccagcccgaacccgg*aagcgaaa
适应度为：3681.28

第10周期为:
染色体为:
ccuagugacaauagcggag**aggaaacac*c*c*guucccaucccgaacacg*gaaguuaag
ccuaguggugau*agcgga*ggggaa*aca*ccc*guucccaucccgaacacgg*aaguuaag
uuuggug*g*cga*uagcga*agaggucacaccc*guucccauaccgaacacgg*aaguuaag
u*uu**gguggcgauagcgaagag*gucacacccguu*cucaugccgaacacgg*aaguuaag
ucugguggcgauagcga*a**gagg*ucacaccc*guucccauaccgaacacgg*aaguuaag
uguugu*ga*ug*auggcauugag*gucacaccuguu*cccauaccgaacacagaa*guuaag
ugc*cuggcggccguagcgcggug*gucccaccugac*cccaugccgaacucaga*agugaaa
ugu*cuggcggccauagcgcagug*gucccaccugau*cccaugccgaacuc*agaagugaaa
ugcu*uggcgaccauagcguuauggacc*caccugaucccu*ugccgaacucaguag*ugaaa
g*uuucgguggucauagcgugag*ggaaacgcccgguuaca*uuccgaacccgg*aagcuaag
u*cc*ag*ugucuaugacuuagag*guaacacuc*cuucccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugg*aacaccugau*cccaucccgaacucag*aggugaaa
uggccugguggucauugcgggcucgaaaca*cccgauccca*ucccgaacucggccg*ugaaa
uccu*gguguc*uauggcgguauggaaccacucug*accccaucccgaacucag*uugugaaa
uauucugguguccuaggcguagaggaaccacaccaau*c*caucccgaacuuggu*gguuaaa
uauucuggugcuccuaggcguagaggaaccaaac*caauccaucccgaacuuggugg*uuaaa
a*auccccgc*ccuuagcggcgug*gaaca*cccguu*cccauuccgaacac*ggaagugaaa
u*ua*aggcggccauagcggugggguua*cucccguaccc*aucccgaacacggaaga*uaag
guucacauccgccagga*cgcggcgauuacacccgguauccagcccgaacccgg*aagcgaaa
适应度为：3663.66

第11周期为:
染色体为:
ccuagugacaauagcggag**aggaaacac*c*c*guucccaucccgaacacg*gaaguuaag
ccuaguggugau*agcgga*ggggaa*aca*ccc*guucccaucccgaacacgg*aaguuaag
uuuggug*g*cga*uagcga*agaggucacaccc*guucccauaccgaacacgg*aaguuaag
u*uu**gguggcgauagcgaagag*gucacacccguu*cucaugccgaacacgg*aaguuaag
ucugguggcgauagcga*a**gagg*ucacaccc*guucccauaccgaacacgg*aaguuaag
uguugu*ga*ug*auggcauugag*gucacaccuguu*cccauaccgaacacagaa*guuaag
ugc*cuggcggccguagcgcggug*gucccaccugac*cccaugccgaacucaga*agugaaa
ugu*cuggcggccauagcgcagug*gucccaccugau*cccaugccgaacuc*agaagugaaa
ugcu*uggcgaccauagcguuauggacc*caccugaucccu*ugccgaacucaguag*ugaaa
g*uuucgguggucauagcgugag*ggaaacgcccgguuaca*uuccgaacccgg*aagcuaag
u*cc*ag*ugucuaugacuuagag*guaacacuc*cuucccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugg*aacaccugau*cccaucccgaacucag*aggugaaa
uggccugguggucauugcgggcucgaaaca*cccgauccca*ucccgaacucggccg*ugaaa
uccu*gguguc*uauggcgguauggaaccacucug*accccaucccgaacucag*uugugaaa
uauucugguguccuaggcguagaggaaccacaccaau*c*caucccgaacuuggu*gguuaaa
uauucuggugcuccuaggcguagaggaaccaaac*caauccaucccgaacuuggugg*uuaaa
a*auccccgc*ccuuagcggcgug*gaaca*cccguu*cccauuccgaacac*ggaagugaaa
u*ua*aggcggccauagcggugggguua*cucccguaccc*aucccgaacacggaaga*uaag
guucacauccgccagga*cgcggcgauuacacccgguauccagcccgaacccgg*aagcgaaa
适应度为：3663.66

第12周期为:
染色体为:
ccuagugacaauagcggag**aggaaacac*c*c*guucccaucccgaacacg*gaaguuaag
ccuaguggugau*agcgga*ggggaa*aca*ccc*guucccaucccgaacacgg*aaguuaag
uuuggug*g*cga*uagcga*agaggucacaccc*guucccauaccgaacacgg*aaguuaag
u*uu**gguggcgauagcgaagag*gucacacccguu*cucaugccgaacacgg*aaguuaag
ucugguggcgauagcga*a**gagg*ucacaccc*guucccauaccgaacacgg*aaguuaag
uguugu*ga*ug*auggcauugag*gucacaccuguu*cccauaccgaacacagaa*guuaag
ugc*cuggcggccguagcgcggug*gucccaccugac*cccaugccgaacucaga*agugaaa
ugu*cuggcggccauagcgcagug*gucccaccugau*cccaugccgaacuc*agaagugaaa
ugcu*uggcgaccauagcguuauggacc*caccugaucccu*ugccgaacucaguag*ugaaa
g*uuucgguggucauagcgugag*ggaaacgcccgguuaca*uuccgaacccgg*aagcuaag
u*cc*ag*ugucuaugacuuagag*guaacacuc*cuucccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugg*aacaccugau*cccaucccgaacucag*aggugaaa
uggccugguggucauugcgggcucgaaaca*cccgauccca*ucccgaacucggccg*ugaaa
uccu*gguguc*uauggcgguauggaaccacucug*accccaucccgaacucag*uugugaaa
uauucugguguccuaggcguagaggaaccacaccaau*c*caucccgaacuuggu*gguuaaa
uauucuggugcuccuaggcguagaggaaccaaac*caauccaucccgaacuuggugg*uuaaa
a*auccccgc*ccuuagcggcgug*gaaca*cccguu*cccauuccgaacac*ggaagugaaa
u*ua*aggcggccauagcggugggguua*cucccguaccc*aucccgaacacggaaga*uaag
guucacauccgccagga*cgcggcgauuacacccgguauccagcccgaacccgg*aagcgaaa
适应度为：3663.66

第13周期为:
染色体为:
ccuagugacaauagcggag**aggaaacac*c*c*guucccaucccgaacacg*gaaguuaag
ccuaguggugau*agcgga*ggggaa*aca*ccc*guucccaucccgaacacgg*aaguuaag
uuuggug*g*cga*uagcga*agaggucacaccc*guucccauaccgaacacgg*aaguuaag
u*uu**gguggcgauagcgaagag*gucacacccguu*cucaugccgaacacgg*aaguuaag
ucugguggcgauagcga*a**gagg*ucacaccc*guucccauaccgaacacgg*aaguuaag
uguugu*ga*ug*auggcauugag*gucacaccuguu*cccauaccgaacacagaa*guuaag
ugc*cuggcggccguagcgcggug*gucccaccugac*cccaugccgaacucaga*agugaaa
ugu*cuggcggccauagcgcagug*gucccaccugau*cccaugccgaacuc*agaagugaaa
ugcu*uggcgaccauagcguuauggacc*caccugaucccu*ugccgaacucaguag*ugaaa
g*uuucgguggucauagcgugag*ggaaacgcccgguuaca*uuccgaacccgg*aagcuaag
u*cc*ag*ugucuaugacuuagag*guaacacuc*cuucccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugg*aacaccugau*cccaucccgaacucag*aggugaaa
uggccugguggucauugcgggcucgaaaca*cccgauccca*ucccgaacucggccg*ugaaa
uccu*gguguc*uauggcgguauggaaccacucug*accccaucccgaacucag*uugugaaa
uauucugguguccuaggcguagaggaaccacaccaau*c*caucccgaacuuggu*gguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaa*uccaucccgaacuuggugg*uuaaa
a*auccccgc*ccuuagcggcgug*gaaca*cccguu*cccauuccgaacac*ggaagugaaa
u*ua*aggcggccauagcggugggguua*cucccgua*cccaucccgaacacggaaga*uaag
guucacauccgccagga*cgcggcgauuacacccgguauccagcccgaacccgg*aagcgaaa
适应度为：3640

第14周期为:
染色体为:
ccuagugacaauagcggag**aggaaacac*c*c*guucccaucccgaacacg*gaaguuaag
ccuaguggugau*agcgga*ggggaa*aca*ccc*guucccaucccgaacacgg*aaguuaag
uuuggug*g*cga*uagcga*agaggucacaccc*guucccauaccgaacacgg*aaguuaag
u*uu**gguggcgauagcgaagag*gucacacccguu*cucaugccgaacacgg*aaguuaag
ucugguggcgauagcga*a**gagg*ucacaccc*guucccauaccgaacacgg*aaguuaag
uguugu*ga*ug*auggcauugag*gucacaccuguu*cccauaccgaacacagaa*guuaag
ugc*cuggcggccguagcgcggug*gucccaccugac*cccaugccgaacucaga*agugaaa
ugu*cuggcggccauagcgcagug*gucccaccugau*cccaugccgaacuc*agaagugaaa
ugcu*uggcgaccauagcguuauggacc*caccugaucccu*ugccgaacucaguag*ugaaa
g*uuucgguggucauagcgugag*ggaaacgcccgguuaca*uuccgaacccgg*aagcuaag
u*cc*ag*ugucuaugacuuagag*guaacacuc*cuucccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugg*aacaccugau*cccaucccgaacucag*aggugaaa
uggccugguggucauugcgggcucgaaaca*cccgauccca*ucccgaacucggccg*ugaaa
uccu*gguguc*uauggcgguauggaaccacucug*accccaucccgaacucag*uugugaaa
uauucugguguccuaggcguagaggaaccacaccaau*c*caucccgaacuuggu*gguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaa*uccaucccgaacuuggugg*uuaaa
a*auccccgc*ccuuagcggcgug*gaaca*cccguu*cccauuccgaacac*ggaagugaaa
u*ua*aggcggccauagcggugggguua*cucccgua*cccaucccgaacacggaaga*uaag
guucacauccgccagga*cgcggcgauuacacccgguauccagcccgaacccgg*aagcgaaa
适应度为：3640

第15周期为:
染色体为:
ccuagugacaauagcggag**aggaaacac*c*c*guucccaucccgaacacg*gaaguuaag
ccuaguggugau*agcgga*ggggaa*aca*ccc*guucccaucccgaacacgg*aaguuaag
uuuggug*g*cga*uagcga*agaggucacaccc*guucccauaccgaacacgg*aaguuaag
u*uu**gguggcgauagcgaagag*gucacacccguu*cucaugccgaacacgg*aaguuaag
ucugguggcgauagcga*a**gagg*ucacaccc*guucccauaccgaacacgg*aaguuaag
uguugu*ga*ug*auggcauugag*gucacaccuguu*cccauaccgaacacagaa*guuaag
ugc*cuggcggccguagcgcggug*gucccaccugac*cccaugccgaacucagaa*gugaaa
u*gucuggcggccauagcgcagug*gucccaccugau*cccaugccgaacuc*agaagugaaa
ugcu*uggcgaccauagcguuauggacc*caccugaucccu*ugccgaacucaguag*ugaaa
g*uuucgguggucauagcgugag*ggaaacgcccgguuaca*uuccgaacccgg*aagcuaag
u*cc*ag*ugucuaugacuuagag*guaacacuc*cuucccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauu*ggaacaccugau*cccaucccgaacucag*aggugaaa
uggccugguggucauugcgggcu*cgaaacacccgauccca*ucccgaacucggccg*ugaaa
uccugguguc*u*auggcgguauggaaccacucug*accccaucccgaacucag*uugugaaa
uauucugguguccuaggcguagaggaaccacaccaau*c*caucccgaacuuggu*gguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaa*uccaucccgaacuuggugg*uuaaa
a*auccccgc*ccuuagcggcguggaac*a*cccguu*cccauuccgaacac*ggaagugaaa
u*ua*aggcggccauagcgguggg*guuacucccgua*cccaucccgaacacggaaga*uaag
guucacauccgccagga*cgcggcgauuacacccgguauccagcccgaacccgg*aagcgaaa
适应度为：3610.11

第16周期为:
染色体为:
ccuagugacaauagcggag**aggaaacac*c*c*guucccaucccgaacacg*gaaguuaag
ccuaguggugau*agcgga*ggggaa*aca*ccc*guucccaucccgaacacgg*aaguuaag
uuuggug*g*cga*uagcga*agaggucacaccc*guucccauaccgaacacgg*aaguuaag
u*uu**gguggcgauagcgaagag*gucacacccguu*cucaugccgaacacgg*aaguuaag
ucugguggcgauagcga*a**gagg*ucacaccc*guucccauaccgaacacgg*aaguuaag
uguugu*ga*ug*auggcauugag*gucacaccuguu*cccauaccgaacacagaa*guuaag
ugc*cuggcggccguagcgcggug*gucccaccugac*cccaugccgaacucagaa*gugaaa
u*gucuggcggccauagcgcagug*gucccaccugau*cccaugccgaacuc*agaagugaaa
ugcu*uggcgaccauagcguuauggacc*caccugaucccu*ugccgaacucaguag*ugaaa
g*uuucgguggucauagcgugag*ggaaacgcccgguuaca*uuccgaacccgg*aagcuaag
u*cc*ag*ugucuaugacuuagag*guaacacuc*cuucccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauu*ggaacaccugau*cccaucccgaacucag*aggugaaa
uggccugguggucauugcgggcu*cgaaacacccgauccca*ucccgaacucggccg*ugaaa
uccugguguc*u*auggcgguauggaaccacucug*accccaucccgaacucag*uugugaaa
uauucugguguccuaggcguagaggaaccacaccaau*c*caucccgaacuuggu*gguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaa*uccaucccgaacuuggugg*uuaaa
a*auccccgc*ccuuagcggcguggaac*a*cccguu*cccauuccgaacac*ggaagugaaa
u*ua*aggcggccauagcg*gugggguuacucccgua*cccaucccgaacacggaaga*uaag
guucacauccgccaggacgcgg*cgauuacacccgguauccagcccgaacccgg*aagcgaaa
适应度为：3607.52

第17周期为:
染色体为:
ccuagugacaauagcggag**aggaaacac*c*c*guucccaucccgaacacg*gaaguuaag
ccuaguggugau*agcgga*ggggaa*aca*ccc*guucccaucccgaacacgg*aaguuaag
u*uu**gguggcgauagcgaagag*gucacacccguu*cccauaccgaacacgg*aaguuaag
uuuggug*g*cga*uagcga*agaggucacaccc*guucucaugccgaacacgg*aaguuaag
ucugguggcgauagcga*a**gagg*ucacaccc*guucccauaccgaacacgg*aaguuaag
uguugu*ga*ug*auggcauugag*gucacaccuguu*cccauaccgaacacagaa*guuaag
ugc*cuggcggccguagcgcggug*gucccaccugac*cccaugccgaacucagaa*gugaaa
u*gucuggcggccauagcgcagug*gucccaccugau*cccaugccgaacuc*agaagugaaa
ugcu*uggcgaccauagcguuauggacc*caccugaucccu*ugccgaacucaguag*ugaaa
g*uuucgguggucauagcgugag*ggaaacgcccgguuaca*uuccgaacccgg*aagcuaag
u*cc*ag*ugucuaugacuuagag*guaacacuc*cuucccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauu*ggaacaccugau*cccaucccgaacucag*aggugaaa
uggccugguggucauugcgggcu*cgaaacacccgauccca*ucccgaacucggccg*ugaaa
uccugguguc*u*auggcgguauggaaccacucug*accccaucccgaacucag*uugugaaa
uauucugguguccuaggcguagaggaaccacaccaau*c*caucccgaacuuggu*gguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaa*uccaucccgaacuuggugg*uuaaa
a*auccccgc*ccuuagcggcguggaac*a*cccguu*cccauuccgaacac*ggaagugaaa
u*ua*aggcggccauagcg*gugggguuacucccgua*cccaucccgaacacggaaga*uaag
guucacauccgccaggacgcgg*cgauuacacccgguauccagcccgaacccgg*aagcgaaa
适应度为：3607.52

第18周期为:
染色体为:
ccuagugacaauagcggag**aggaaacac*c*c*guucccaucccgaacacg*gaaguuaag
ccuaguggugau*agcgga*ggggaa*aca*ccc*guucccaucccgaacacgg*aaguuaag
u*uu**gguggcgauagcgaagag*gucacacccguu*cccauaccgaacacgg*aaguuaag
uuuggug*g*cga*uagcga*agaggucacaccc*guucucaugccgaacacgg*aaguuaag
ucugguggcgauagcga*a**gagg*ucacaccc*guucccauaccgaacacgg*aaguuaag
uguugu*ga*ug*auggcauugag*gucacaccuguu*cccauaccgaacacagaa*guuaag
u*gccuggcggccguagcgcggug*gucccaccugac*cccaugccgaacucagaa*gugaaa
ugu*cuggcggccauagcgcagug*gucccaccugau*cccaugccgaacuc*agaagugaaa
ugcu*uggcgaccauagcguuauggacc*caccugaucccu*ugccgaacucaguag*ugaaa
g*uuucgguggucauagcgugag*ggaaacgcccgguuaca*uuccgaacccgg*aagcuaag
u*cc*ag*ugucuaugacuuagag*guaacacuc*cuucccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauu*ggaacaccugau*cccaucccgaacucag*aggugaaa
uggccugguggucauugcgggcu*cgaaacacccgauccca*ucccgaacucggccg*ugaaa
uccugguguc*u*auggcgguauggaaccacucug*accccaucccgaacucag*uugugaaa
uauucugguguccuaggcguagaggaac*cacaccaauc*caucccgaacuuggu*gguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaa*uccaucccgaacuuggugg*uuaaa
a*auccccgc*ccuuagcggcguggaac*a*cccguu*cccauuccgaacac*ggaagugaaa
u*ua*aggcggccauagcggugg*gguuacucccgua*cccaucccgaacacggaaga*uaag
guucacauccgccaggacgcgg*cgauuacacccgguauccagcccgaacccgg*aagcgaaa
适应度为：3603.61

第19周期为:
染色体为:
ccuagugacaauagcggag**aggaaacac*c*c*guucccaucccgaacacg*gaaguuaag
ccuaguggugau*agcgga*ggggaa*aca*ccc*guucccaucccgaacacgg*aaguuaag
u*uu**gguggcgauagcgaagag*gucacacccguu*cccauaccgaacacgg*aaguuaag
uuuggug*g*cga*uagcga*agaggucacaccc*guucucaugccgaacacgg*aaguuaag
ucugguggcgauagcga*a**gagg*ucacaccc*guucccauaccgaacacgg*aaguuaag
uguugu*ga*ug*auggcauugag*gucacaccuguu*cccauaccgaacacagaa*guuaag
u*gccuggcggccguagcgcggug*gucccaccugac*cccaugccgaacucagaa*gugaaa
ugu*cuggcggccauagcgcagug*gucccaccugau*cccaugccgaacuca*gaagugaaa
ugcu*uggcgaccauagcguuauggacc*caccugaucccu*ugccgaacucaguag*ugaaa
g*uuucgguggucauagcgugag*ggaaacgcccgguuaca*uuccgaacccgg*aagcuaag
u*cc*ag*ugucuaugacuuagag*guaacacuc*cuucccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauu*ggaacaccugau*cccaucccgaacucag*aggugaaa
uggccugguggucauugcgggcu*cgaaacacccgauccca*ucccgaacucggccg*ugaaa