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

uggccugguggucauugcgggcuc*gaaacacccg*aucccaucccgaacucggccg*ugaaa
uccug*g*ugucuauggcgguaugg*aaccacucugaccccaucccgaacuc*aguugugaaa
uauucugguguc*cuaggcguagaggaaccacaccaau*ccaucccgaacuug*gugguuaaa
uauucuggugcuccuaggcguagaggaaccaa*accaauccaucccgaacuu*ggugguuaaa
aaucc*c*cgcccuuagcggcgugg*a*acac*ccguucccauuccgaacacgg*aagugaaa
*uuaaggcggcca*uagcggu*gggguuac*ucccguacccaucccgaacacggaagauaag*
guucacauccgccaggac*gcggcgauuacacccgguauccagcccgaaccc*ggaagcgaaa
适应度为：3666.26

第10周期为:
染色体为:
ccua**g*ugacaauagcggagaggaaac*accc*guucccaucccgaacacggaaguu*aag
ccuagu*g*gug*auagcggagggg*aaacaccc*guucccaucccgaacacgg*aaguuaag
uuu*g*g*uggcgauagcgaagagguc*acaccc*guucccauaccgaacacgg*aaguuaag
uuuggugg*c**gauagcgaagagguc*acac*ccguucucaugccgaacacggaaguu*aag
ucugguggcg**a*uagcgaagaggucac*accc*guucccauaccgaacacggaaguua*ag
uguugugaugau*ggcauug*ag*gucac*accu*guucccauaccgaacacagaaguu*aag
ugccuggcggcc*guagcgcggugg*ucccacc*ugaccccaugccgaacuc*agaagugaaa
ugu*cuggcggccauagcgcagugg*ucccac*cugaucccaugccgaacucag*aagugaaa
ugcuu*ggcgaccauagcguuaugg*acccaccu*gaucccuugccgaacucaguag*ugaaa
gu*uucgguggucauagcgug*agggaaacgcccggu*uacauuccgaacccggaagcuaa*g
uccag*ugu*cu*augacuuagagguaac*acuccuu*cccauuccgaa*caggcagguuaag
uguucuuugacgaguaguagcauug*gaacaccugaucccaucc*cgaacucaga*ggugaaa
uggccugguggucauugcgggcuc*gaaacacccg*aucccaucccgaacucggccg*ugaaa
uccug*g*ugucuauggcgguaugg*aaccacucugaccccaucccgaacuc*aguugugaaa
uauucugguguc*cuaggcguagaggaaccacaccaau*ccaucccgaacuug*gugguuaaa
uauucuggugcuccuaggcguagaggaaccaa*accaauccaucccgaacuu*ggugguuaaa
aaucc*c*cgcccuuagcggcgugg*a*acac*ccguucccauuccgaacacgg*aagugaaa
*uuaaggcggcca*uagcggu*gggguuac*ucccguacccaucccgaacacggaagauaag*
guucacauccgccaggac*gcggcgauuacacccgguauccagcccgaaccc*ggaagcgaaa
适应度为：3666.26

第11周期为:
染色体为:
ccua**g*ugacaauagcggagaggaaac*accc*guucccaucccgaacac*ggaaguuaag
ccuagu*g*gug*auagcggagggg*aaacaccc*guucccaucccgaacacgg*aaguuaag
uuu*g*g*uggcgauagcgaagagguc*acaccc*guucccauaccgaacacgg*aaguuaag
uuuggugg*c**gauagcgaagagguc*acac*ccguucucaugccgaacacggaaguu*aag
ucugguggcg**a*uagcgaagaggucac*accc*guucccauaccgaacacggaaguua*ag
uguugugaugau*ggcauug*ag*gucac*accu*guucccauaccgaacacagaaguu*aag
ugccuggcggcc*guagcgcggugg*ucccacc*ugaccccaugccgaacuc*agaagugaaa
ugu*cuggcggccauagcgcagugg*ucccac*cugaucccaugccgaacucag*aagugaaa
ugcuu*ggcgaccauagcguuaugg*acccaccu*gaucccuugccgaacucaguag*ugaaa
gu*uucgguggucauagcgug*agggaaacgcccggu*uacauuccgaacccggaagcuaa*g
uccag*ugu*cu*augacuuagagguaac*acuccuu*cccauuccgaa*caggcagguuaag
uguucuuugacgaguaguagcauug*gaacaccugaucccaucc*cgaacucaga*ggugaaa
uggccugguggucauugcgggcuc*gaaacacccg*aucccaucccgaacucggccg*ugaaa
uccug*g*ugucuauggcgguaugg*aaccacucugaccccaucccgaacuc*aguugugaaa
uauucugguguc*cuaggcguagaggaaccacaccaau*ccaucccgaacuug*gugguuaaa
uauucuggugcuccuaggcguagaggaaccaa*accaauccaucccgaacuu*ggugguuaaa
aaucc*c*cgcccuuagcggcgugg*a*acac*ccguucccauuccgaacacgg*aagugaaa
*uuaaggcggcca*uagcggu*gggguuac*ucccguacccaucccgaacacggaagauaag*
guucacauccgccaggac*gcggcgauuacacccgguauccagcccgaaccc*ggaagcgaaa
适应度为：3665.47

第12周期为:
染色体为:
ccua**g*ugacaauagcggagaggaaac*accc*guucccaucccgaacac*ggaaguuaag
ccuagu*g*gug*auagcggagggg*aaacaccc*guucccaucccgaacacgg*aaguuaag
uuu*g*g*uggcgauagcgaagagguc*acaccc*guucccauaccgaacacgg*aaguuaag
uuuggugg*c**gauagcgaagagguc*acac*ccguucucaugccgaacacggaaguu*aag
ucugguggcg**a*uagcgaagaggucac*accc*guucccauaccgaacacggaaguua*ag
uguugugaugau*ggcauug*ag*gucac*accu*guucccauaccgaacacagaaguu*aag
ugccuggcggcc*guagcgcggugg*ucccacc*ugaccccaugccgaacuc*agaagugaaa
ugu*cuggcggccauagcgcagugg*ucccac*cugaucccaugccgaacucag*aagugaaa
ugcuu*ggcgaccauagcguuaugg*acccaccu*gaucccuugccgaacucaguag*ugaaa
gu*uucgguggucauagcgug*agggaaacgcccggu*uacauuccgaacccggaagcuaa*g
uccag*ugu*cu*augacuuagagguaac*acuccuu*cccauuccgaa*caggcagguuaag
uguucuuugacgaguaguagcauug*gaacaccugaucccaucc*cgaacucaga*ggugaaa
uggccugguggucauugcgggcuc*gaaacacccg*aucccaucccgaacucggccg*ugaaa
uccug*g*ugucuauggcgguaugg*aaccacucugaccccaucccgaacuc*aguugugaaa
uauucugguguc*cuaggcguagaggaaccacaccaau*ccaucccgaacuug*gugguuaaa
uauucuggugcuccuaggcguagaggaaccaa*accaauccaucccgaacuu*ggugguuaaa
aaucc*c*cgcccuuagcggcgugg*a*acac*ccguucccauuccgaacacgg*aagugaaa
*uuaaggcggcca*uagcggu*gggguuac*ucccguacccaucccgaacacggaagauaag*
guucacauccgccaggac*gcggcgauuacacccgguauccagcccgaaccc*ggaagcgaaa
适应度为：3665.47

第13周期为:
染色体为:
ccua**g*ugacaauagcggagaggaaac*accc*guucccaucccgaacac*ggaaguuaag
ccuagu*g*gug*auagcggagggg*aaacaccc*guucccaucccgaacacgg*aaguuaag
uuu*g*g*uggcgauagcgaagagguc*acaccc*guucccauaccgaacacgg*aaguuaag
uuuggugg*c**gauagcgaagagguc*acac*ccguucucaugccgaacacggaaguu*aag
ucugguggcg**a*uagcgaagaggucac*accc*guucccauaccgaacacggaaguua*ag
uguugugaugau*ggcauug*ag*gucac*accu*guucccauaccgaacacagaaguu*aag
ugccuggcggcc*guagcgcggugg*ucccacc*ugaccccaugccgaacuc*agaagugaaa
ugu*cuggcggccauagcgcagugg*ucccac*cugaucccaugccgaacucag*aagugaaa
ugcuu*ggcgaccauagcguuaugg*acccaccu*gaucccuugccgaacucaguag*ugaaa
gu*uucgguggucauagcgug*agggaaacgcccggu*uacauuccgaacccggaagcuaa*g
uccag*ugu*cu*augacuuagagguaac*acuccuu*cccauuccgaa*caggcagguuaag
uguucuuugacgaguaguagcauug*gaacaccugaucccaucc*cgaacucaga*ggugaaa
uggccugguggucauugcgggcuc*gaaacacccg*aucccaucccgaacucggccg*ugaaa
uccug*g*ugucuauggcgguaugg*aaccacucugaccccaucccgaacuc*aguugugaaa
uauucugguguc*cuaggcguagaggaaccacaccaau*ccaucccgaacuug*gugguuaaa
uauucuggugcuccuaggcguagaggaaccaa*accaauccaucccgaacuu*ggugguuaaa
aaucc*c*cgcccuuagcggcgugg*a*acac*ccguucccauuccgaacacgg*aagugaaa
*uuaaggcggcca*uagcggu*gggguuac*ucccguacccaucccgaacacggaagauaag*
guucacauccgccaggac*gcggcgauuacacccgguauccagcccgaaccc*ggaagcgaaa
适应度为：3665.47

第14周期为:
染色体为:
ccua**g*ugacaauagcggagaggaaac*accc*guucccaucccgaacac*ggaaguuaag
ccuagu*g*gug*auagcggagggg*aaacaccc*guucccaucccgaacacgg*aaguuaag
uuu*g*g*uggcgauagcgaagagguc*acaccc*guucccauaccgaacacgg*aaguuaag
uuuggugg*c**gauagcgaagagguc*acac*ccguucucaugccgaacacggaaguu*aag
ucugguggcg**a*uagcgaagaggucac*accc*guucccauaccgaacacggaaguua*ag
uguugugaugau*ggcauug*ag*gucac*accu*guucccauaccgaacacagaaguu*aag
ugccuggcggcc*guagcgcggugg*ucccacc*ugaccccaugccgaacuc*agaagugaaa
ugu*cuggcggccauagcgcagugg*ucccac*cugaucccaugccgaacucag*aagugaaa
ugcuu*ggcgaccauagcguuaugg*acccaccu*gaucccuugccgaacucaguag*ugaaa
gu*uucgguggucauagcgug*agggaaacgcccggu*uacauuccgaacccggaagc*uaag
uccag*ugu*cu*augacuuagagguaac*acuccuu*cccauuccgaa*caggcagguuaag
uguucuuugacgaguaguagcauug*gaacaccugaucccaucc*cgaacucaga*ggugaaa
uggccugguggucauugcgggcuc*gaaacacccg*aucccaucccgaacucggccg*ugaaa
uccug*g*ugucuauggcgguaugg*aaccacucugaccccaucccgaacuc*aguugugaaa
uauucugguguc*cuaggcguagaggaaccacaccaau*ccaucccgaacuug*gugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaa*uccaucccgaacuu*ggugguuaaa
aaucc*c*cgcccuuagcggcgugg*a*acac*ccguucccauuccgaacacgg*aagugaaa
*uuaaggcggcca*uagcggu*gggguuac*ucccguacccaucccgaacacggaagauaag*
guucacauccgccaggac*gcggcgauuacacccgguauccagcccgaaccc*ggaagcgaaa
适应度为：3649.51

第15周期为:
染色体为:
ccua**g*ugacaauagcggagaggaaac*accc*guucccaucccgaacac*ggaaguuaag
ccuagu*g*gug*auagcggagggg*aaacaccc*guucccaucccgaacacgg*aaguuaag
uuu*g*g*uggcgauagcgaagagguc*acaccc*guucccauaccgaacacgg*aaguuaag
uuuggugg*c**gauagcgaagagguc*acac*ccguucucaugccgaacacggaaguu*aag
ucugguggcg**a*uagcgaagaggucac*accc*guucccauaccgaacacggaaguua*ag
uguugugaugau*ggcauuga*g*gucac*accu*guucccauaccgaacacagaaguu*aag
ug*ccuggcggccguagcgcggugg*ucccaccu*gaccccaugccgaacucagaag*ugaaa
ugu*cuggcggccauagcgcagugg*ucccac*cugaucccaugccgaacucag*aagugaaa
ugcuuggcgacc*auagcguuaugg*acccacc*ugaucccuugccgaacuc*aguagugaaa
guuuc*gguggucauagcgu*gagggaaacgcccggu*uacauuccgaacccggaagc*uaag
uccag*ugu*cu*augacuuagagguaac*acuccuu*cccauuccgaa*caggcagguuaag
uguucuuugacgaguaguagcauug*gaacaccugaucccaucc*cgaacucaga*ggugaaa
uggccugguggucauugcgggcuc*gaaacacccg*aucccaucccgaacucggccg*ugaaa
uccug*g*ugucuauggcgguaugg*aaccacucugaccccaucccgaacuc*aguugugaaa
uauucugguguc*cuaggcguagaggaaccacaccaau*ccaucccgaacuug*gugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaa*uccaucccgaacuu*ggugguuaaa
aaucc*c*cgcccuuagcggcgugg*a*acac*ccguucccauuccgaacacgg*aagugaaa
*uuaaggcggcca*uagcggu*gggguuac*ucccguacccaucccgaacacggaagauaag*
guucacauccgccaggac*gcggcgauuacacccgguauccagcccgaaccc*ggaagcgaaa
适应度为：3638.39

第16周期为:
染色体为:
ccua**g*ugacaauagcggagaggaaac*accc*guucccaucccgaacac*ggaaguuaag
ccuagu*g*gug*auagcggagggg*aaacaccc*guucccaucccgaacacgg*aaguuaag
uuu*g*g*uggcgauagcgaagagguc*acaccc*guucccauaccgaacacgg*aaguuaag
uuuggugg*c**gauagcgaagagguc*acac*ccguucucaugccgaacacggaaguu*aag
ucugguggcg**a*uagcgaagaggucac*accc*guucccauaccgaacacggaaguua*ag
uguugugaugau*ggcauuga*g*gucac*accu*guucccauaccgaacacagaaguu*aag
ug*ccuggcggccguagcgcggugg*ucccac*cugaccccaugccgaacucagaag*ugaaa
ugucuggcggcc*auagcgcagugg*ucccaccu*gaucccaugccgaacuc*agaagugaaa
ugc*uuggcgaccauagcguuaugg*acccacc*ugaucccuugccgaacucag*uagugaaa
guuuc*gguggucauagcgu*gagggaaacgcccggu*uacauuccgaacccggaagc*uaag
uccag*ugu*cu*augacuuagagguaac*acuccuu*cccauuccgaa*caggcagguuaag
uguucuuugacgaguaguagcauug*gaacaccugaucccaucc*cgaacucaga*ggugaaa
uggccugguggucauugcgggcuc*gaaacacccg*aucccaucccgaacucggccg*ugaaa
uccug*g*ugucuauggcgguaugg*aaccacucugaccccaucccgaacuc*aguugugaaa
uauucugguguc*cuaggcguagaggaaccacaccaau*ccaucccgaacuug*gugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaa*uccaucccgaacuu*ggugguuaaa
aaucc*c*cgcccuuagcggcgugg*a*acac*ccguucccauuccgaacacgg*aagugaaa
*uuaaggcggcca*uagcggu*gggguuac*ucccguacccaucccgaacacggaagauaag*
guucacauccgccaggac*gcggcgauuacacccgguauccagcccgaaccc*ggaagcgaaa
适应度为：3637.49

第17周期为:
染色体为:
ccua**g*ugacaauagcggagaggaaac*accc*guucccaucccgaacac*ggaaguuaag
ccuagu*g*gug*auagcggagggg*aaacaccc*guucccaucccgaacacgg*aaguuaag
uuu*g*g*uggcgauagcgaagagguc*acaccc*guucccauaccgaacacgg*aaguuaag
uuuggugg*c**gauagcgaagagguc*acac*ccguucucaugccgaacacggaaguu*aag
ucugguggcg**a*uagcgaagaggucac*accc*guucccauaccgaacacggaaguua*ag
uguugugaugau*ggcauuga*g*gucac*accu*guucccauaccgaacacagaaguu*aag
ugc*cuggcggccguagcgcggugg*ucccacc*ugaccccaugccgaacucag*aagugaaa
ugucuggcggcc*auagcgcagugg*ucccaccu*gaucccaugccgaacuc*agaagugaaa
ug*cuuggcgaccauagcguuaugg*acccac*cugaucccuugccgaacucaguag*ugaaa
guuuc*gguggucauagcgu*gagggaaacgcccggu*uacauuccgaacccggaagc*uaag
uccag*ugu*cu*augacuuagagguaac*acuccuu*cccauuccgaa*caggcagguuaag
uguucuuugacgaguaguagcauug*gaacaccugaucccaucc*cgaacucaga*ggugaaa
uggccugguggucauugcgggcuc*gaaacacccg*aucccaucccgaacucggccg*ugaaa
uccug*g*ugucuauggcgguaugg*aaccacucugaccccaucccgaacuc*aguugugaaa
uauucugguguc*cuaggcguagaggaaccacaccaau*ccaucccgaacuug*gugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaa*uccaucccgaacuu*ggugguuaaa
aaucc*c*cgcccuuagcggcgugg*a*acac*ccguucccauuccgaacacgg*aagugaaa
*uuaaggcggcca*uagcggu*gggguuac*ucccguacccaucccgaacacggaagauaag*
guucacauccgccaggac*gcggcgauuacacccgguauccagcccgaaccc*ggaagcgaaa
适应度为：3636.01

第18周期为:
染色体为:
ccua**g*ugacaauagcggagaggaaac*accc*guucccaucccgaacac*ggaaguuaag
ccuagu*g*gug*auagcggagggg*aaacaccc*guucccaucccgaacacgg*aaguuaag
uuu*g*g*uggcgauagcgaagagguc*acaccc*guucccauaccgaacacgg*aaguuaag
uuuggugg*c**gauagcgaagagguc*acac*ccguucucaugccgaacacggaaguu*aag
ucugguggcg**a*uagcgaagaggucac*accc*guucccauaccgaacacggaaguua*ag
uguugugaugau*ggcauuga*g*gucac*accu*guucccauaccgaacacagaaguu*aag
ugc*cuggcggccguagcgcggugg*ucccacc*ugaccccaugccgaacucag*aagugaaa
ugucuggcggcc*auagcgcagugg*ucccaccu*gaucccaugccgaacuc*agaagugaaa
ug*cuuggcgaccauagcguuaugg*acccac*cugaucccuugccgaacucaguag*ugaaa
guuuc*gguggucauagcgu*gagggaaacgcccggu*uacauuccgaacccggaagc*uaag
uccag*ugu*cu*augacuuagagguaac*acuccuu*cccauuccgaa*caggcagguuaag
uguucuuugacgaguaguagcauug*gaacaccugaucccaucc*cgaacucaga*ggugaaa
uggccugguggucauugcgggcuc*gaaacacccg*aucccaucccgaacucggccg*ugaaa
uccug*g*ugucuauggcgguaugg*aaccacucugaccccaucccgaacuc*aguugugaaa
uauucugguguc*cuaggcguagaggaaccacaccaau*ccaucccgaacuug*gugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaa*uccaucccgaacuu*ggugguuaaa
aaucc*c*cgcccuuagcggcgugg*a*acac*ccguucccauuccgaacacgg*aagugaaa
*uuaaggcggcca*uagcggu*gggguuac*ucccguacccaucccgaacacggaagauaag*
guucacauccgccaggac*gcggcgauuacacccgguauccagcccgaaccc*ggaagcgaaa
适应度为：3636.01

第19周期为:
染色体为:
ccua**g*ugacaauagcggagaggaaac*accc*guucccaucccgaacac*ggaaguuaag
ccuagu*g*gug*auagcggagggg*aaacaccc*guucccaucccgaacacgg*aaguuaag
uuu*g*g*uggcgauagcgaagagguc*acaccc*guucccauaccgaacacgg*aaguuaag
uuuggugg*c**gauagcgaagagguc*acac*ccguucucaugccgaacacggaaguu*aag
ucugguggcg**a*uagcgaagaggucac*accc*guucccauaccgaacacggaaguua*ag
uguugugaugau*ggcauuga*g*gucac*accu*guucccauaccgaacacagaaguu*aag
ugc*cuggcggccguagcgcggugg*ucccacc*ugaccccaugccgaacucag*aagugaaa
ugucuggcggcc*auagcgcagugg*ucccaccu*gaucccaugccgaacuc*agaagugaaa
ug*cuuggcgaccauagcguuaugg*acccac*cugaucccuugccgaacucaguag*ugaaa
guuuc*gguggucauagcgu*gagggaaacgcccggu*uacauuccgaacccggaagc*uaag
uccag*ugu*cu*augacuuagagguaac*acuccuu*cccauuccgaa*caggcagguuaag
uguucuuugacgaguaguagcauug*gaacaccugaucccaucc*cgaacucaga*ggugaaa
uggccugguggucauugcgggcuc*gaaacacccg*aucccaucccgaacucggccg*ugaaa