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*cgaaacacccgaucccauc*ccgaacucggccgug*aaa
ucc*u*ggugu*cuauggcgguauggaaccacucugaccccaucccgaacucaguugugaaa*
uau*ucugguguccuaggcguagaggaaccacaccaauc*caucccgaacuuggugguuaaa*
uauucuggugcuccuaggcguagaggaaccaaaccaauccauccc*gaacuuggugguu*aaa
*aauc*c*ccgcccuuagcggcguggaa*cacccguu*cccauuccgaacacggaagugaaa*
u*ua*aggcggccau*agcggugggguuacu*cccguacccaucccgaacacggaag*auaag
gu*ucacauccgccaggacgcggcgauuacacccgguauccagcccgaacccggaagc*gaaa
适应度为：3664.77

第10周期为:
染色体为:
ccuagugacaa*uagcgg*agag*ga*aacacccguuc*ccaucccgaacacggaaguuaag*
ccuagugguga*uagcg**gagg*ggaaacac*ccguucccaucccgaacacggaaguuaag*
uuugguggc*gauagc*gaagag**gucacacccguu*cccauaccgaacacggaaguuaag*
uuugguggc*gauagcg*aagag**gucacacccguu*cucaugccgaacacggaaguuaag*
ucugguggc*gauag*cg*aaga*ggucacacccg*uucccauaccgaacacggaaguuaag*
uguug*ugaugau*g*g*cauugaggucacaccuguu*cccauaccgaacacagaaguuaag*
ug*ccuggc*ggccguagcgcgguggucccaccuga*ccccaugccgaacucagaag*ugaaa
ugu*cuggcgg*ccauagcgcaguggucccaccugau*cccaugccgaacucagaaguga*aa
ug*cuuggc*gaccauagcguuauggacccaccugaucccu*ugccgaacucaguagugaaa*
g*uuucggu*ggucauagcgugagggaaacgcccgguuac*auuccgaacccggaagcuaag*
u*ccagugucuauga*cuuagaggu*aac*acuccuu*cccauuccgaacaggcagguuaag*
ugu*ucuuugacgaguaguagcauuggaaca*ccugaucccaucccgaacucag*aggugaaa
uggccugguggucauugcgggcu*cgaaacacccgaucccauc*ccgaacucggccgug*aaa
ucc*u*ggugu*cuauggcgguauggaaccacucugaccccaucccgaacucaguugugaaa*
uau*ucugguguccuaggcguagaggaaccacaccaauc*caucccgaacuuggugguuaaa*
uauucuggugcuccuaggcguagaggaaccaaaccaauccauccc*gaacuuggugguu*aaa
*aauc*c*ccgcccuuagcggcguggaa*cacccguu*cccauuccgaacacggaagugaaa*
u*ua*aggcggccau*agcggugggguuacu*cccguacccaucccgaacacggaag*auaag
gu*ucacauccgccaggacgcggcgauuacacccgguauccagcccgaacccggaagc*gaaa
适应度为：3664.77

第11周期为:
染色体为:
ccuagugacaa*uagcgg*agag*ga*aacacccguuc*ccaucccgaacacggaaguuaag*
ccuagugguga*uagcg**gagg*ggaaacac*ccguucccaucccgaacacggaaguuaag*
uuugguggc*gauagc*gaagag**gucacacccguu*cccauaccgaacacggaaguuaag*
uuugguggc*gauagcg*aagag**gucacacccguu*cucaugccgaacacggaaguuaag*
ucugguggc*gauag*cg*aaga*ggucacacccg*uucccauaccgaacacggaaguuaag*
uguug*ugaugau*g*g*cauugaggucacaccuguu*cccauaccgaacacagaaguuaag*
ug*ccuggc*ggccguagcgcgguggucccaccuga*ccccaugccgaacucagaag*ugaaa
ugu*cuggcgg*ccauagcgcaguggucccaccugau*cccaugccgaacucagaaguga*aa
ug*cuuggc*gaccauagcguuauggacccaccugaucccu*ugccgaacucaguagugaaa*
g*uuucggu*ggucauagcgugagggaaacgcccgguu*acauuccgaacccggaagcuaag*
uccagugucuauga*cuuagagg*u*aac*acuccuu*cccauuccgaacaggcagguuaag*
ugu*ucuuugacgaguaguagcauuggaaca*ccugaucccaucccgaacucag*aggugaaa
uggccugguggucauugcgggcu*cgaaacacccgaucccauc*ccgaacucggccgug*aaa
ucc*u*ggugu*cuauggcgguauggaaccacucugaccccaucccgaacucaguugugaaa*
uau*ucugguguccuaggcguagaggaaccacaccaauc*caucccgaacuuggugguuaaa*
uauucuggugcuccuaggcguagaggaaccaaaccaauccauccc*gaacuuggugguu*aaa
*aau*cc*ccgcccuuagcggcguggaa*cacccguu*cccauuccgaacacggaagugaaa*
u*uaa*ggcggccau*agcggugggguuacu*cccguacccaucccgaacacggaag*auaag
guucacauccgcc*aggacgcggcgauuacacccgguauccagcccgaacccggaagc*gaaa
适应度为：3639.28

第12周期为:
染色体为:
ccuagugacaa*uagcgg*agag*ga*aacacccguuc*ccaucccgaacacggaaguuaag*
ccuagugguga*uagcg**gagg*ggaaacac*ccguucccaucccgaacacggaaguuaag*
uuugguggc*gauagc*gaagag**gucacacccguu*cccauaccgaacacggaaguuaag*
uuugguggc*gauagcg*aagag**gucacacccguu*cucaugccgaacacggaaguuaag*
ucugguggc*gauag*cg*aaga*ggucacacccg*uucccauaccgaacacggaaguuaag*
uguug*ugaugau*g*g*cauugaggucacaccuguu*cccauaccgaacacagaaguuaag*
ug*ccuggcgg*ccguagcgcgguggucccaccuga*ccccaugccgaacucagaag*ugaaa
ugu*cuggc*ggccauagcgcaguggucccaccugau*cccaugccgaacucagaaguga*aa
ug*cuuggc*gaccauagcguuauggacccaccugaucccu*ugccgaacucaguagugaaa*
g*uuucggu*ggucauagcgugagggaaacgcccgguu*acauuccgaacccggaagcuaag*
uccagu*gucuaugacuuagaggu**aac*acuccuu*cccauuccgaacaggcagguuaag*
ugu*ucuuugacgaguaguagcauuggaaca*ccugaucccaucccgaacucag*aggugaaa
uggccugguggucauugcgggcu*cgaaacacccgaucccauc*ccgaacucggccgug*aaa
ucc*u*ggugu*cuauggcgguauggaaccacucugaccccaucccgaacucaguugugaaa*
uau*ucugguguccuaggcguagaggaaccacaccaauc*caucccgaacuuggugguuaaa*
uauucuggugcuccuaggcguagaggaaccaaaccaauccauccc*gaacuuggugguu*aaa
*aau*cc*ccgcccuuagcggcguggaa*cacccguu*cccauuccgaacacggaagugaaa*
u*uaa*ggcggccau*agcggugggguuacu*cccguacccaucccgaacacggaagauaag*
guucacauccgcc*aggacgcggcgauuacacccgguauccagcccgaacccggaagc*gaaa
适应度为：3607.13

第13周期为:
染色体为:
ccuagugacaa*uagcgg*agag*ga*aacacccguuc*ccaucccgaacacggaaguuaag*
ccuagugguga*uagcg**gagg*ggaaacac*ccguucccaucccgaacacggaaguuaag*
uuugguggc*gauagc*gaagag**gucacacccguu*cccauaccgaacacggaaguuaag*
uuugguggc*gauagcg*aagag**gucacacccguu*cucaugccgaacacggaaguuaag*
ucugguggc*gauag*cg*aaga*ggucacacccg*uucccauaccgaacacggaaguuaag*
uguug*ugaugau*g*g*cauugaggucacaccuguu*cccauaccgaacacagaaguuaag*
ug*ccuggcgg*ccguagcgcgguggucccaccuga*ccccaugccgaacucagaag*ugaaa
ugu*cuggc*ggccauagcgcaguggucccaccugau*cccaugccgaacucagaaguga*aa
ug*cuuggc*gaccauagcguuauggacccaccugaucccu*ugccgaacucaguagugaaa*
g*uuucggu*ggucauagcgugagggaaacgcccgguu*acauuccgaacccggaagcuaag*
uccagu*gucuaugacuuagaggu**aac*acuccuu*cccauuccgaacaggcagguuaag*
ugu*ucuuugacgaguaguagcauuggaaca*ccugaucccaucccgaacucag*aggugaaa
uggccugguggucauugcgggcu*cgaaacacccgaucccauc*ccgaacucggccgug*aaa
ucc*u*ggugu*cuauggcgguauggaaccacucugaccccaucccgaacucaguugugaaa*
uau*ucugguguccuaggcguagaggaaccacaccaauc*caucccgaacuuggugguuaaa*
uauucuggugcuccuaggcguagaggaaccaaaccaauccauccc*gaacuuggugguu*aaa
*aau*cc*ccgcccuuagcggcguggaa*cacccguu*cccauuccgaacacggaagugaaa*
u*uaa*ggcggccau*agcggugggguuacu*cccguacccaucccgaacacggaagauaag*
guucacauccgcc*aggacgcggcgauuacacccgguauccagcccgaacccggaagc*gaaa
适应度为：3607.13

第14周期为:
染色体为:
ccuagugacaa*uagcgg*agag*ga*aacacccguuc*ccaucccgaacacggaaguuaag*
ccuagugguga*uagcg**gagg*ggaaacac*ccguucccaucccgaacacggaaguuaag*
uuugguggc*gauagc*gaagag**gucacacccguu*cccauaccgaacacggaaguuaag*
uuugguggc*gauagcg*aagag**gucacacccguu*cucaugccgaacacggaaguuaag*
ucugguggc*gauag*cg*aaga*ggucacacccg*uucccauaccgaacacggaaguuaag*
uguug*ugaugau*g*g*cauugaggucacaccuguu*cccauaccgaacacagaaguuaag*
ug*ccuggcgg*ccguagcgcgguggucccaccuga*ccccaugccgaacucagaag*ugaaa
ugu*cuggc*ggccauagcgcaguggucccaccugau*cccaugccgaacucagaaguga*aa
ug*cuuggc*gaccauagcguuauggacccaccugaucccu*ugccgaacucaguagugaaa*
g*uuucggu*ggucauagcgugagggaaacgcccgguu*acauuccgaacccggaagcuaag*
uccagu*gucuaugacuuagaggu**aac*acuccuu*cccauuccgaacaggcagguuaag*
ugu*ucuuugacgaguaguagcauuggaaca*ccugaucccaucccgaacucag*aggugaaa
uggccugguggucauugcgggcu*cgaaacacccgaucccauc*ccgaacucggccgug*aaa
ucc*u*ggugu*cuauggcgguauggaaccacucugaccccaucccgaacucaguugugaaa*
uau*ucugguguccuaggcguagaggaaccacaccaauc*caucccgaacuuggugguuaaa*
uauucuggugcuccuaggcguagaggaaccaaaccaauccauccc*gaacuuggugguu*aaa
*aau*cc*ccgcccuuagcggcguggaa*cacccguu*cccauuccgaacacggaagugaaa*
u*uaa*ggcggccau*agcggugggguuacu*cccguacccaucccgaacacggaagauaag*
guucacauccgcc*aggacgcggcgauuacacccgguauccagcccgaacccggaagc*gaaa
适应度为：3607.13

第15周期为:
染色体为:
ccuagugacaa*uagcgg*agag*ga*aacacccguuc*ccaucccgaacacggaaguuaag*
ccuagugguga*uagcg**gagg*ggaaacac*ccguucccaucccgaacacggaaguuaag*
uuugguggc*gauagc*gaagag**gucacacccguu*cccauaccgaacacggaaguuaag*
uuugguggc*gauagcg*aagag**gucacacccguu*cucaugccgaacacggaaguuaag*
ucugguggc*gauag*cg*aaga*ggucacacccg*uucccauaccgaacacggaaguuaag*
uguug*ugaugau*g*g*cauugaggucacaccuguu*cccauaccgaacacagaaguuaag*
ug*ccuggcgg*ccguagcgcgguggucccaccuga*ccccaugccgaacucagaag*ugaaa
ugu*cuggc*ggccauagcgcaguggucccaccugau*cccaugccgaacucagaaguga*aa
ug*cuuggc*gaccauagcguuauggacccaccugaucccu*ugccgaacucaguagugaaa*
g*uuucggu*ggucauagcgugagggaaacgcccgguu*acauuccgaacccggaagcuaag*
uccagu*gucuaugacuuagaggu**aac*acuccuu*cccauuccgaacaggcagguuaag*
ugu*ucuuugacgaguaguagcauuggaaca*ccugaucccaucccgaacucag*aggugaaa
uggccugguggucauugcgggcu*cgaaacacccgaucccauc*ccgaacucggccgug*aaa
ucc*u*ggugu*cuauggcgguauggaaccacucugaccccaucccgaacucaguugugaaa*
uau*ucugguguccuaggcguagaggaaccacaccaauc*caucccgaacuuggugguuaaa*
uauucuggugcuccuaggcguagaggaaccaaaccaauccauccc*gaacuuggugguu*aaa
*aau*cc*ccgcccuuagcggcguggaa*cacccguu*cccauuccgaacacggaagugaaa*
u*uaa*ggcggccau*agcggugggguuacu*cccguacccaucccgaacacggaagauaag*
guucacauccgcc*aggacgcggcgauuacacccgguauccagcccgaacccggaagc*gaaa
适应度为：3607.13

第16周期为:
染色体为:
ccuagugacaa*uagcgg*aga*gga*aacacccguuc*ccaucccgaacacggaaguuaag*
ccuagugguga*uagcg**gagg*ggaaacac*ccguucccaucccgaacacggaaguuaag*
uuugguggc*gauagc*gaagag**gucacacccguu*cccauaccgaacacggaaguuaag*
uuugguggc*gauagcg*aagag**gucacacccguu*cucaugccgaacacggaaguuaag*
ucugguggc*gauag*cg*aaga*ggucacacccg*uucccauaccgaacacggaaguuaag*
uguug*ugaugau*g*g*cauugaggucacaccuguu*cccauaccgaacacagaaguuaag*
ug*ccuggcgg*ccguagcgcgguggucccaccuga*ccccaugccgaacucagaag*ugaaa
ugu*cuggc*ggccauagcgcaguggucccaccugau*cccaugccgaacucagaaguga*aa
ug*cuuggc*gaccauagcguuauggacccaccugaucccu*ugccgaacucaguagugaaa*
g*uuucggu*ggucauagcgugagggaaacgcccgguu*acauuccgaacccggaagcuaag*
uccagu*gucuaugacuuagaggu**aac*acuccuu*cccauuccgaacaggcagguuaag*
ugu*ucuuugacgaguaguagcauuggaaca*ccugaucccaucccgaacucag*aggugaaa
uggccugguggucauugcgggcu*cgaaacacccgaucccauc*ccgaacucggccgug*aaa
ucc*u*ggugu*cuauggcgguauggaaccacucugaccccaucccgaacucaguugugaaa*
uauucugguguccuag*gcguagaggaaccacaccaauc*caucccgaacuuggugguuaaa*
uauucuggugcuccuaggcguagaggaaccaaac*caauccaucccgaacuuggugguu*aaa
*aau*cc*ccgcccuuagcggcguggaa*cacccguu*cccauuccgaacacggaagugaaa*
u*uaa*ggcggccau*agcggugggguuacu*cccguacccaucccgaacacggaagauaag*
guucacauccgcc*aggacgcggcgauuacacccgguauccagcccgaacccggaagc*gaaa
适应度为：3583.59

第17周期为:
染色体为:
ccuagugacaa*uagcgg*aga*gga*aacacccguuc*ccaucccgaacacggaaguuaag*
ccuagugguga*uagcg**gagg*ggaaacac*ccguucccaucccgaacacggaaguuaag*
uuugguggc*gauagc*gaagag**gucacacccguu*cccauaccgaacacggaaguuaag*
uuugguggc*gauagcg*aagag**gucacacccguu*cucaugccgaacacggaaguuaag*
ucugguggc*gauag*cg*aaga*ggucacacccg*uucccauaccgaacacggaaguuaag*
uguug*ugaugau*g*g*cauugaggucacaccuguu*cccauaccgaacacagaaguuaag*
ug*ccuggcgg*ccguagcgcgguggucccaccuga*ccccaugccgaacucagaag*ugaaa
ugu*cuggc*ggccauagcgcaguggucccaccugau*cccaugccgaacucagaaguga*aa
ug*cuuggc*gaccauagcguuauggacccaccugaucccu*ugccgaacucaguagugaaa*
g*uuucggu*ggucauagcgugagggaaacgcccgguu*acauuccgaacccggaagcuaag*
uccagu*gucuaugacuuagaggu**aac*acuccuu*cccauuccgaacaggcagguuaag*
ugu*ucuuugacgaguaguagcauuggaaca*ccugaucccaucccgaacucag*aggugaaa
uggccugguggucauugcgggcu*cgaaacacccgaucccauc*ccgaacucggccgug*aaa
ucc*u*ggugu*cuauggcgguauggaaccacucugaccccaucccgaacucaguugugaaa*
uauucugguguccuag*gcguagaggaaccacaccaauc*caucccgaacuuggugguuaaa*
uauucuggugcuccuaggcguagaggaaccaaac*caauccaucccgaacuuggugguu*aaa
*aau*cc*ccgcccuuagcggcguggaa*cacccguu*cccauuccgaacacggaagugaaa*
u*uaa*ggcggccau*agcggugggguuacu*cccguacccaucccgaacacggaagauaag*
guucacauccgcc*aggacgcggcgauuacacccgguauccagcccgaacccggaagc*gaaa
适应度为：3583.59

第18周期为:
染色体为:
ccuagugacaa*uagcgg*aga*gga*aacacccguuc*ccaucccgaacacggaaguuaag*
ccuagugguga*uagcg**gagg*ggaaacac*ccguucccaucccgaacacggaaguuaag*
uuugguggc*gauagc*gaagag**gucacacccguu*cccauaccgaacacggaaguuaag*
uuugguggc*gauagcg*aagag**gucacacccguu*cucaugccgaacacggaaguuaag*
ucugguggc*gauag*cg*aaga*ggucacacccg*uucccauaccgaacacggaaguuaag*
uguug*ugaugau*g*g*cauugaggucacaccuguu*cccauaccgaacacagaaguuaag*
ug*ccuggcgg*ccguagcgcgguggucccaccuga*ccccaugccgaacucagaag*ugaaa
ugu*cuggc*ggccauagcgcaguggucccaccugau*cccaugccgaacucagaaguga*aa
ug*cuuggc*gaccauagcguuauggacccaccugaucccu*ugccgaacucaguagugaaa*
g*uuucggu*ggucauagcgugagggaaacgcccgguu*acauuccgaacccggaagcuaag*
uccagu*gucuaugacuuagaggu**aac*acuccuu*cccauuccgaacaggcagguuaag*
ugu*ucuuugacgaguaguagcauuggaaca*ccugaucccaucccgaacucag*aggugaaa
uggccugguggucauugcgggcu*cgaaacacccgaucccauc*ccgaacucggccgug*aaa
ucc*u*ggugu*cuauggcgguauggaaccacucugaccccaucccgaacucaguugugaaa*
uauucugguguccuag*gcguagaggaaccacaccaauc*caucccgaacuuggugguuaaa*
uauucuggugcuccuaggcguagaggaaccaaac*caauccaucccgaacuuggugguu*aaa
*aau*cc*ccgcccuuagcggcguggaa*cacccguu*cccauuccgaacacggaagugaaa*
u*uaa*ggcggccau*agcggugggguuacu*cccguacccaucccgaacacggaagauaag*
guucacauccgcc*aggacgcggcgauuacacccgguauccagcccgaacccggaagc*gaaa
适应度为：3583.59

第19周期为:
染色体为:
ccuagugacaa*uagcgg*aga*gga*aacacccguuc*ccaucccgaacacggaaguuaag*
ccuagugguga*uagcg**gagg*ggaaacac*ccguucccaucccgaacacggaaguuaag*
uuugguggc*gauagc*gaagag**gucacacccguu*cccauaccgaacacggaaguuaag*
uuugguggc*gauagcg*aagag**gucacacccguu*cucaugccgaacacggaaguuaag*
ucugguggc*gauag*cg*aaga*ggucacacccg*uucccauaccgaacacggaaguuaag*
uguug*ugaugau*g*g*cauugaggucacaccuguu*cccauaccgaacacagaaguuaag*
ug*ccuggcgg*ccguagcgcgguggucccaccuga*ccccaugccgaacucagaag*ugaaa
ugu*cuggc*ggccauagcgcaguggucccaccugau*cccaugccgaacucagaaguga*aa
ug*cuuggc*gaccauagcguuauggacccaccugaucccu*ugccgaacucaguagugaaa*
g*uuucggu*ggucauagcgugagggaaacgcccgguu*acauuccgaacccggaagcuaag*
uccagu*gucuaugacuuagaggu**aac*acuccuu*cccauuccgaacaggcagguuaag*
ugu*ucuuugacgaguaguagcauuggaaca*ccugaucccaucccgaacucag*aggugaaa
uggccugguggucauugcgggcu*cgaaacacccgaucccauc*ccgaacucggccgug*aaa