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

uguucuuugacgaguaguagcauu*gg*aacaccugauccc*aucccgaacucagaggugaaa
uggccugguggucauugcgggcuc*ga*aacacccgau*cccaucccgaacucggccgugaaa
uccug*g*ugucuauggcgguauggaaccac*ucugac*cccaucccgaacucaguugugaaa
uauucugguguccuag*gcguaga*ggaaccacacca*auccaucccgaacuuggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaau*c*caucccgaacuuggugguuaaa
aaucc*cc*gcccuuagcggcg*u*ggaac*acccguuccc*auuccgaacacggaagugaaa
u*uaa*ggcggccauagcggug*ggg*uuacucccgua*cccaucccgaacacggaagauaag
guuca*cau*ccgccaggacgcggcgauuacacccgguauccagcccgaacccggaagcgaaa
适应度为：3352.45

第0次pso第116代最好的染色体为：
染色体为:
c*c*u*agugacaauagcg*gagaggaaac*acccg*uucccaucccgaacacggaaguuaag
ccuag*ug*gu*gauagcggaggg*gaa*acacccguu*cccaucccgaacacggaaguuaag
u*uu**gguggcgauagc*gaagagguca*cacccguu*cccauaccgaacacggaaguuaag
u*u*u*gguggcgauagc*gaaga*ggucacacccguucuc*augccgaacacggaaguuaag
ucuggugg*cg*a*uagc*gaagagguc*acacccg*uucccauaccgaacacggaaguuaag
uguugugaugaugg**c*auug*a*ggucacaccugu*ucccauaccgaacacagaaguuaag
ugc*cuggcggccguagc*gcggu*ggucccaccug*accccaugccgaacucagaagugaaa
u*gucuggcggccauagcgc*agu*ggucccaccugauccc*augccgaacucagaagugaaa
ugcuu*ggcgaccauagcguuaug*gaccc*accugaucccu*ugccgaacucaguagugaaa
guuuc*gguggucauagc*gug*agggaaacgcccggu*uacauuccgaacccggaagcuaag
u*ccagugu*cua*u*gacuuaga*gguaacacucc*uucccauuccgaacaggcagguuaag
uguucuuugacgaguaguagcau*ugg*aacaccugauccc*aucccgaacucagaggugaaa
uggccugguggucauugcgggcuc*ga*aacacccgau*cccaucccgaacucggccgugaaa
uccug*g*ugucuauggcgguauggaaccac*ucugac*cccaucccgaacucaguugugaaa
uauucugguguccuag*gcguaga*ggaaccacacca*auccaucccgaacuuggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaau*cc*aucccgaacuuggugguuaaa
aaucc*c*cgcccuuagcggcg*u*ggaac*acccguuccc*auuccgaacacggaagugaaa
u*uaa*ggcggccauagcggug*ggg*uuacucccgua*cccaucccgaacacggaagauaag
guuca*cau*ccgccaggacgcggcgauuacacccgguauccagcccgaacccggaagcgaaa
适应度为：3348.16

第0次pso第120代最好的染色体为：
染色体为:
c*c*u*agugacaauagcg*gagaggaaa*cacccg*uucccaucccgaacacggaaguuaag
ccuag*ug*gu*gauagcggaggg*gaa*acacccguu*cccaucccgaacacggaaguuaag
u*uu**gguggcgauagc*gaagagguca*cacccguu*cccauaccgaacacggaaguuaag
u*u*u*gguggcgauagc*gaaga*ggucacacccguucuc*augccgaacacggaaguuaag
ucuggugg**cg*auagc*gaagagguc*acacccg*uucccauaccgaacacggaaguuaag
uguugugaugaugg***cauu*ga*ggucacaccugu*ucccauaccgaacacagaaguuaag
ugcc*uggcggccguagc*gcggu*ggucccaccug*accccaugccgaacucagaagugaaa
u*gucuggcggccauagcgc*agu*ggucccaccugauccc*augccgaacucagaagugaaa
ugcuu*ggcgaccauagcguuaug*gaccc*accugaucccu*ugccgaacucaguagugaaa
guuuc*gguggucauagc*gug*agggaaacgcccggu*uacauuccgaacccggaagcuaag
u*ccagugu*cua*u*gacuuaga*gguaacacucc*uucccauuccgaacaggcagguuaag
uguucuuugacgaguaguagcau*ugga*acaccugauccc*aucccgaacucagaggugaaa
uggccugguggucauugcgggcuc*ga*aacacccgau*cccaucccgaacucggccgugaaa
uccug*g*ugucuauggcgguauggaaccac*ucug*accccaucccgaacucaguugugaaa
uauucugguguccuag*gcguaga*ggaaccacacc*aauccaucccgaacuuggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaau*c*caucccgaacuuggugguuaaa
aaucc*c*cgcccuuagcggcg*u*ggaac*acccguuccc*auuccgaacacggaagugaaa
u*uaa*ggcggccauagcggug*ggg*uuacucccgua*cccaucccgaacacggaagauaag
guuca*cau*ccgccaggacgcggcgauuacacccgguauccagcccgaacccggaagcgaaa
适应度为：3340.37

第0次pso第121代最好的染色体为：
染色体为:
c*c*u*agugacaauagcg*gagaggaaac*acccg*uucccaucccgaacacggaaguuaag
ccuag*ug*gu*gauagcggaggg*gaa*acacccguu*cccaucccgaacacggaaguuaag
u*uu**gguggcgauagc*gaagagguca*cacccguu*cccauaccgaacacggaaguuaag
u*u*u*gguggcgauagc*gaaga*ggucacacccguucuc*augccgaacacggaaguuaag
ucuggugg**c*gauagc*gaagagguc*acacccg*uucccauaccgaacacggaaguuaag
uguugugaugaugg***cauug*a*ggucacaccugu*ucccauaccgaacacagaaguuaag
ug*ccuggcggccguagc*gcggu*ggucccaccug*accccaugccgaacucagaagugaaa
u*gucuggcggccauagcgc*agu*ggucccaccugauccc*augccgaacucagaagugaaa
ugcuu*ggcgaccauagcguuaug*gaccc*accugaucccu*ugccgaacucaguagugaaa
guuuc*gguggucauagc*gug*agggaaacgcccggu*uacauuccgaacccggaagcuaag
u*ccagugu*cua*u*gacuuaga*gguaacacucc*uucccauuccgaacaggcagguuaag
uguucuuugacgaguaguagcauu*gg*aacaccugauccc*aucccgaacucagaggugaaa
uggccugguggucauugcgggcuc*ga*aacacccgau*cccaucccgaacucggccgugaaa
uccug*g*ugucuauggcgguauggaaccac*ucu*gaccccaucccgaacucaguugugaaa
uauucugguguccuag*gcguaga*ggaaccacacca*auccaucccgaacuuggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaau*cc*aucccgaacuuggugguuaaa
aaucc*c*cgcccuuagcggcg*u*ggaac*acccguuccc*auuccgaacacggaagugaaa
u*uaa*ggcggccauagcggug*ggg*uuacucccgua*cccaucccgaacacggaagauaag
guuca*cau*ccgccaggacgcggcgauuacacccgguauccagcccgaacccggaagcgaaa
适应度为：3334.25

第0次pso第127代最好的染色体为：
染色体为:
c*c*u*agugacaauagcg*gaga*ggaaacacccg*uucccaucccgaacacggaaguuaag
ccuag*ug*gu*gauagcggaggg*gaa*acacccguu*cccaucccgaacacggaaguuaag
u*uu**gguggcgauagc*gaagagguca*cacccguu*cccauaccgaacacggaaguuaag
u*u*u*gguggcgauagc*gaaga*ggucacacccguucuc*augccgaacacggaaguuaag
u*cuggugg*cga*uagc*gaagagguc*acacccg*uucccauaccgaacacggaaguuaag
uguugugaugaugg***cauug*a*ggucacaccugu*ucccauaccgaacacagaaguuaag
ugccug*gcggccguagc*gcggu*ggucccaccug*accccaugccgaacucagaagugaaa
u*gucuggcggccauagcgc*agu*ggucccaccugauccc*augccgaacucagaagugaaa
ugcuu*ggcgaccauagcguuaug*gaccc*accugaucccu*ugccgaacucaguagugaaa
guuuc*gguggucauagc*gug*agggaaacgcccggu*uacauuccgaacccggaagcuaag
u*ccaguguc*ua*u*gacuuaga*gguaacacucc*uucccauuccgaacaggcagguuaag
uguucuuugacgaguaguagca*uugg*aacaccugauccc*aucccgaacucagaggugaaa
uggccugguggucauugcgggcuc*ga*aacacccgau*cccaucccgaacucggccgugaaa
uccug*g*ugucuauggcgguauggaaccac*ucuga*ccccaucccgaacucaguugugaaa
uauucugguguccuag*gcguaga*ggaaccacaccaa*uccaucccgaacuuggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaau*cc*aucccgaacuuggugguuaaa
aaucc*cc*gcccuuagcggcg*u*ggaac*acccguuccc*auuccgaacacggaagugaaa
u*uaa*ggcggccauagcggug*ggg*uuacucccgua*cccaucccgaacacggaagauaag
guuca*cau*ccgccaggacgcggcgauuacacccgguauccagcccgaacccggaagcgaaa
适应度为：3331.76

第0次pso第142代最好的染色体为：
染色体为:
c*c*u*agugacaauagcg*gaga*ggaaacacccg*uucccaucccgaacacggaaguuaag
ccuag*ug*gu*gauagcggaggg*gaa*acacccguu*cccaucccgaacacggaaguuaag
u*uu**gguggcgauagc*gaagagguca*cacccguu*cccauaccgaacacggaaguuaag
u*u*u*gguggcgauagc*gaaga*ggucacacccguucuc*augccgaacacggaaguuaag
u*cuggugg*cg*auagc*gaagagguc*acacccg*uucccauaccgaacacggaaguuaag
uguugugaugaugg***cauug*a*ggucacaccugu*ucccauaccgaacacagaaguuaag
ugcc*uggcggccguagc*gcggu*ggucccaccug*accccaugccgaacucagaagugaaa
u*gucuggcggccauagcgc*agu*ggucccaccugauccc*augccgaacucagaagugaaa
ugcuu*ggcgaccauagcguuaug*gaccc*accugaucccu*ugccgaacucaguagugaaa
guuuc*gguggucauagc*gug*agggaaacgcccggu*uacauuccgaacccggaagcuaag
u*ccagugu*cua*u*gacuuaga*gguaacacucc*uucccauuccgaacaggcagguuaag
uguucuuugacgaguaguagcauu*gg*aacaccugauccc*aucccgaacucagaggugaaa
uggccugguggucauugcgggcuc*ga*aacacccgau*cccaucccgaacucggccgugaaa
uccug*g*ugucuauggcgguauggaaccac*ucugac*cccaucccgaacucaguugugaaa
uauucugguguccuag*gcguaga*ggaaccacacca*auccaucccgaacuuggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaau*cc*aucccgaacuuggugguuaaa
aaucc*ccgccc*uuagcggcg*u*ggaac*acccguuccc*auuccgaacacggaagugaaa
u*uaa*ggcggccauagcggug*ggg*uuacucccgua*cccaucccgaacacggaagauaag
guuca*cauccg*ccaggacgcggcgauuacacccgguauccagcccgaacccggaagcgaaa
适应度为：3331.08

第0次pso第145代最好的染色体为：
染色体为:
c*c*u*agugacaauagcg*gaga*ggaaacacccg*uucccaucccgaacacggaaguuaag
ccuag*ug*gu*gauagcggaggg*gaa*acacccguu*cccaucccgaacacggaaguuaag
u*uu**gguggcgauagc*gaagagguca*cacccguu*cccauaccgaacacggaaguuaag
u*u*u*gguggcgauagc*gaaga*ggucacacccguucuc*augccgaacacggaaguuaag
u*cuggugg*cg*auagc*gaagagguc*acacccg*uucccauaccgaacacggaaguuaag
uguugugaugaugg***cauug*a*ggucacaccugu*ucccauaccgaacacagaaguuaag
ugc*cuggcggccguagc*gcggu*ggucccaccug*accccaugccgaacucagaagugaaa
u*gucuggcggccauagcgc*agu*ggucccaccugauccc*augccgaacucagaagugaaa
ugcuu*ggcgaccauagcguuaug*gaccc*accugaucccu*ugccgaacucaguagugaaa
guuuc*gguggucauagc*gug*agggaaacgcccggu*uacauuccgaacccggaagcuaag
u*ccagugu*cua*u*gacuuaga*gguaacacucc*uucccauuccgaacaggcagguuaag
uguucuuugacgaguaguagcauu*gg*aacaccugauccc*aucccgaacucagaggugaaa
uggccugguggucauugcgggcuc*ga*aacacccgau*cccaucccgaacucggccgugaaa
uccug*g*ugucuauggcgguauggaaccac*ucugac*cccaucccgaacucaguugugaaa
uauucugguguccuag*gcguaga*ggaaccacaccaa*uccaucccgaacuuggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaau*cc*aucccgaacuuggugguuaaa
aaucc*ccg*cccuuagcggcg*u*ggaac*acccguuccc*auuccgaacacggaagugaaa
u*uaa*ggcggccauagcggug*ggg*uuacucccgua*cccaucccgaacacggaagauaag
guuca*cauccg*ccaggacgcggcgauuacacccgguauccagcccgaacccggaagcgaaa
适应度为：3315.92

第0次pso第147代最好的染色体为：
染色体为:
c*c*u*agugacaauagcg*ga*gaggaaacacccg*uucccaucccgaacacggaaguuaag
ccuag*ug*gu*gauagcggaggg*gaa*acacccguu*cccaucccgaacacggaaguuaag
u*uu**gguggcgauagc*gaagagguca*cacccguu*cccauaccgaacacggaaguuaag
u*u*u*gguggcgauagc*gaaga*ggucacacccguucuc*augccgaacacggaaguuaag
u*cuggugg**cgauagc*gaagagguc*acacccg*uucccauaccgaacacggaaguuaag
uguugugaugaugg***cauug*a*ggucacaccugu*ucccauaccgaacacagaaguuaag
ugcc*uggcggccguagc*gcggu*ggucccaccug*accccaugccgaacucagaagugaaa
u*gucuggcggccauagcgc*agu*ggucccaccugauccc*augccgaacucagaagugaaa
ugcuu*ggcgaccauagcguuaug*gaccc*accugaucccu*ugccgaacucaguagugaaa
guuuc*gguggucauagc*gug*agggaaacgcccggu*uacauuccgaacccggaagcuaag
u*ccagugu*cua*u*gacuuaga*gguaacacucc*uucccauuccgaacaggcagguuaag
uguucuuugacgaguaguagcauu*gg*aacaccugauccc*aucccgaacucagaggugaaa
uggccugguggucauugcgggcuc*ga*aacacccgau*cccaucccgaacucggccgugaaa
uccug*g*ugucuauggcgguauggaaccac*ucugac*cccaucccgaacucaguugugaaa
uauucugguguccuag*gcguaga*ggaaccacaccaaucc*aucccgaacuuggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaau*cc*aucccgaacuuggugguuaaa
aaucc*c*cgcccuuagcggcg*u*ggaac*acccguuccc*auuccgaacacggaagugaaa
u*uaa*ggcggccauagcggug*ggg*uuacucccgua*cccaucccgaacacggaagauaag
guuca*cauccg*ccaggacgcggcgauuacacccgguauccagcccgaacccggaagcgaaa
适应度为：3314.21

第0次pso第151代最好的染色体为：
染色体为:
c*c*u*agugacaauagcg*ga*gaggaaacacccg*uucccaucccgaacacggaaguuaag
ccuag*ug*gu*gauagcggaggg*gaa*acacccguu*cccaucccgaacacggaaguuaag
u*uu**gguggcgauagc*gaagagguca*cacccguu*cccauaccgaacacggaaguuaag
u*u*u*gguggcgauagc*gaaga*ggucacacccguucuc*augccgaacacggaaguuaag
u*cuggug*g*cgauagc*gaagagguc*acacccg*uucccauaccgaacacggaaguuaag
uguugugaugaugg***cauug*a*ggucacaccugu*ucccauaccgaacacagaaguuaag
ugccu*ggcggccguagc*gcggu*ggucccaccug*accccaugccgaacucagaagugaaa
u*gucuggcggccauagcgc*agu*ggucccaccugauccc*augccgaacucagaagugaaa
ugcuu*ggcgaccauagcguuaug*gaccc*accugaucccu*ugccgaacucaguagugaaa
guuuc*gguggucauagc*gug*agggaaacgcccggu*uacauuccgaacccggaagcuaag
u*ccagugu*cua*u*gacuuaga*gguaacacucc*uucccauuccgaacaggcagguuaag
uguucuuugacgaguaguagc*auugg*aacaccugauccc*aucccgaacucagaggugaaa
uggccugguggucauugcgggcuc*ga*aacacccgau*cccaucccgaacucggccgugaaa
uccug*g*ugucuauggcgguauggaaccac*ucugac*cccaucccgaacucaguugugaaa
uauucugguguccuag*gcguaga*ggaaccacaccaaucc*aucccgaacuuggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaau*cc*aucccgaacuuggugguuaaa
aaucc*c*cgcccuuagcggcg*u*ggaac*acccguuccc*auuccgaacacggaagugaaa
u*uaa*ggcggccauagcggug*ggg*uuacucccgua*cccaucccgaacacggaagauaag
guuca*caucc*gccaggacgcggcgauuacacccgguauccagcccgaacccggaagcgaaa
适应度为：3307.55

第0次pso第156代最好的染色体为：
染色体为:
c*c*u*agugacaauagcg*ga*gaggaaacacccg*uucccaucccgaacacggaaguuaag
ccuag*ug*gu*gauagcggaggg*gaa*acacccguu*cccaucccgaacacggaaguuaag
u*uu**gguggcgauagc*gaagagguca*cacccguu*cccauaccgaacacggaaguuaag
u*u*u*gguggcgauagc*gaaga*ggucacacccguucuc*augccgaacacggaaguuaag
u*cuggugg*c*gauagc*gaagagguc*acacccg*uucccauaccgaacacggaaguuaag
uguugugaugaugg***cauug*a*ggucacaccugu*ucccauaccgaacacagaaguuaag
ugccu*ggcggccguagc*gcggu*ggucccaccug*accccaugccgaacucagaagugaaa
u*gucuggcggccauagcgc*agu*ggucccaccugauccc*augccgaacucagaagugaaa
ugcuu*ggcgaccauagcguuaug*gaccc*accugaucccu*ugccgaacucaguagugaaa
guuuc*gguggucauagc*gug*agggaaacgcccggu*uacauuccgaacccggaagcuaag
u*ccagugu*cua*u*gacuuaga*gguaacacucc*uucccauuccgaacaggcagguuaag
uguucuuugacgaguaguagcauu*gg*aacaccugauccc*aucccgaacucagaggugaaa
uggccugguggucauugcgggcuc*ga*aacacccgau*cccaucccgaacucggccgugaaa
uccug*g*ugucuauggcgguauggaaccac*ucugac*cccaucccgaacucaguugugaaa
uauucugguguccuag*gcguaga*ggaaccacaccaaucc*aucccgaacuuggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaau*cc*aucccgaacuuggugguuaaa
aaucc*c*cgcccuuagcggcg*u*ggaac*acccguuccc*auuccgaacacggaagugaaa
u*uaa*ggcggccauagcggug*ggg*uuacucccgua*cccaucccgaacacggaagauaag
guuca*cauccgcc*aggacgcggcgauuacacccgguauccagcccgaacccggaagcgaaa
适应度为：3303.11

第0次pso第162代最好的染色体为：
染色体为:
c*c*u*agugacaauagcg*ga*gaggaaacacccg*uucccaucccgaacacggaaguuaag
ccuag*ug*gu*gauagcggaggg*gaa*acacccguu*cccaucccgaacacggaaguuaag
u*uu**gguggcgauagc*gaagagguca*cacccguu*cccauaccgaacacggaaguuaag
u*u*u*gguggcgauagc*gaaga*ggucacacccguucuc*augccgaacacggaaguuaag
u*cuggugg**cgauagc*gaagagguc*acacccg*uucccauaccgaacacggaaguuaag
uguugugaugaugg***cauug*a*ggucacaccugu*ucccauaccgaacacagaaguuaag
ugccu*ggcggccguagc*gcggu*ggucccaccug*accccaugccgaacucagaagugaaa
u*gucuggcggccauagcgc*agu*ggucccaccugauccc*augccgaacucagaagugaaa
ugcuu*ggcgaccauagcguuaug*gaccc*accugaucccu*ugccgaacucaguagugaaa
guuuc*gguggucauagc*gug*agggaaacgcccggu*uacauuccgaacccggaagcuaag
u*ccagugu*cua*u*gacuuaga*gguaacacucc*uucccauuccgaacaggcagguuaag
uguucuuugacgaguaguagcauu*gg*aacaccugauccc*aucccgaacucagaggugaaa