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

uggccugguggucauugcgggcucgaaacacccgaucc*cau*cccgaacucggccguga*aa
uccuggug*ucuauggcgg*uauggaaccacucugaccccau*cccgaacucaguug*ugaaa
uauucugguguccuaggcguagaggaacca*caccaaucca*ucccgaacuuggugguua*aa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuuggugguuaaa*
aauccccgcccuuagcg*gcg*ugg*aacacccguuc*cca*uuccgaacacggaagugaaa*
uu*aa*ggcggccauagcggugggguuacu*cccguacccauccc*gaacacggaagaua*ag
guucacauccgccaggacgcggcgauuacacccgguauccag*cccgaac*ccggaagcgaaa
适应度为：3830.69

第10周期为:
染色体为:
ccuagugacaaua*g**cggagaggaaacacccg*uucccaucc*cgaacacggaaguuaag*
ccuaguggugauagc*ggaggg*gaaa*cacccguuc*cc*aucccgaacacggaaguu*aag
uuugguggcgauagc*gaagag*g*ucacacccguu*ccca*uaccgaacacggaaguuaag*
uuugguggcgaua*gcgaag*a*ggucacacccguucu*cau*gccgaacacggaaguu*aag
ucugguggcga*uagcg*a*agaggucacacccgu*ucccau*accgaacacggaaguuaag*
uguugugauga*ugg*c*auugaggucacaccugu*ucccau*accgaacacagaaguu*aag
ug*ccuggcggccguagcgcgguggucccaccuga*ccccau*gccgaacucagaagugaa*a
ugu*cuggcggccauagcgcaguggucccaccugauccc*au*gccgaacucagaagu*gaaa
ugcuu*ggcgaccauagcguuauggacccaccug*aucccuug*ccgaacucaguag*ugaaa
gu*uucgguggucauagcgugagggaaacgcccgg*uuacauuccg*aacccggaagcua*ag
uccagug*uc*uaugac*uuagagguaacacu*ccuucccauuc*cgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaacaccugau*cccau*cccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaacacccgaucc*cau*cccgaacucggccguga*aa
uccuggug*ucuauggcgg*uauggaaccacucugaccccau*cccgaacucaguug*ugaaa
uauucugguguccuaggcguagaggaacca*caccaaucca*ucccgaacuuggugguua*aa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuuggugguuaaa*
aauccccgcccuuagcg*gcg*ugg*aacacccguuc*cca*uuccgaacacggaagugaaa*
uu*aa*ggcggccauagcggugggguuacu*cccguacccauccc*gaacacggaagaua*ag
guucacauccgccaggacgcggcgauuacacccgguauccag*cccgaac*ccggaagcgaaa
适应度为：3830.69

第11周期为:
染色体为:
ccuagugacaaua*g**cggagaggaaacacccg*uucccaucc*cgaacacggaaguuaag*
ccuaguggugauagc*ggaggg*gaaa*cacccguuc*cc*aucccgaacacggaaguu*aag
uuugguggcgauagc*gaagag*g*ucacacccguu*ccca*uaccgaacacggaaguuaag*
uuugguggcgaua*gcgaag*a*ggucacacccguucu*cau*gccgaacacggaaguu*aag
ucugguggcga*uagcg*a*agaggucacacccgu*ucccau*accgaacacggaaguuaag*
uguugugauga*ugg*c*auugaggucacaccugu*ucccau*accgaacacagaaguu*aag
ug*ccuggcggccguagcgcgguggucccaccuga*ccccau*gccgaacucagaagugaa*a
ugu*cuggcggccauagcgcaguggucccaccugauccc*au*gccgaacucagaagu*gaaa
ugcuu*ggcgaccauagcguuauggacccaccug*aucccuug*ccgaacucaguag*ugaaa
gu*uucgguggucauagcgugagggaaacgcccgg*uuacauuccg*aacccggaagcua*ag
uccagug*uc*uaugac*uuagagguaacacu*ccuucccauuc*cgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaacaccugau*cccau*cccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaacacccgaucc*cau*cccgaacucggccguga*aa
uccuggug*ucuauggcgg*uauggaaccacucugaccccau*cccgaacucaguug*ugaaa
uauucugguguccuaggcguagaggaacca*caccaaucca*ucccgaacuuggugguua*aa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuuggugguuaaa*
aauccccgcccuuagcg*gcg*ugg*aacacccguuc*cca*uuccgaacacggaagugaaa*
uu*aa*ggcggccauagcggugggguuacu*cccguacccauccc*gaacacggaagaua*ag
guucacauccgccaggacgcggcgauuacacccgguauccag*cccgaac*ccggaagcgaaa
适应度为：3830.69

第12周期为:
染色体为:
ccuagugacaaua*g**cggagaggaaacacccg*uucccaucc*cgaacacggaaguuaag*
ccuaguggugauagc*ggaggg*gaaa*cacccguuc*cc*aucccgaacacggaaguu*aag
uuugguggcgauagc*gaagag*g*ucacacccguu*ccca*uaccgaacacggaaguuaag*
uuugguggcgaua*gcgaag*a*ggucacacccguucu*cau*gccgaacacggaaguu*aag
ucugguggcga*uagcg*a*agaggucacacccgu*ucccau*accgaacacggaaguuaag*
uguugugauga*ugg*c*auugaggucacaccugu*ucccau*accgaacacagaaguu*aag
ug*ccuggcggccguagcgcgguggucccaccuga*ccccau*gccgaacucagaagugaa*a
ugu*cuggcggccauagcgcaguggucccaccugauccc*au*gccgaacucagaagu*gaaa
ugcuu*ggcgaccauagcguuauggacccaccug*aucccuug*ccgaacucaguag*ugaaa
gu*uucgguggucauagcgugagggaaacgcccgg*uuacauuccg*aacccggaagcua*ag
uccagug*uc*uaugac*uuagagguaacacu*ccuucccauuc*cgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaacaccugau*cccau*cccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaacacccgaucc*cau*cccgaacucggccguga*aa
uccuggug*ucuauggcgg*uauggaaccacucugaccccau*cccgaacucaguug*ugaaa
uauucugguguccuaggcguagaggaacca*caccaaucca*ucccgaacuuggugguua*aa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuuggugguuaaa*
aauccccgcccuuagcg*gcg*ugg*aacacccguuc*cca*uuccgaacacggaagugaaa*
uu*aa*ggcggccauagcggugggguuacu*cccguacccauccc*gaacacggaagaua*ag
guucacauccgccaggacgcggcgauuacacccgguauccag*cccgaac*ccggaagcgaaa
适应度为：3830.69

第13周期为:
染色体为:
ccuagugacaaua*g**cggagaggaaacacccg*uucccaucc*cgaacacggaaguuaag*
ccuaguggugauagc*ggaggg*gaaa*cacccguuc*cc*aucccgaacacggaaguu*aag
uuugguggcgauagc*gaagag*g*ucacacccguu*ccca*uaccgaacacggaaguuaag*
uuugguggcgaua*gcgaag*a*ggucacacccguucu*cau*gccgaacacggaaguu*aag
ucugguggcga*uagcg*a*agaggucacacccgu*ucccau*accgaacacggaaguuaag*
uguugugauga*ugg*c*auugaggucacaccugu*ucccau*accgaacacagaaguu*aag
ug*ccuggcggccguagcgcgguggucccaccuga*ccccau*gccgaacucagaagugaa*a
ugu*cuggcggccauagcgcaguggucccaccugauccc*au*gccgaacucagaagu*gaaa
ugcuu*ggcgaccauagcguuauggacccaccug*aucccuug*ccgaacucaguag*ugaaa
gu*uucgguggucauagcgugagggaaacgcccgg*uuacauuccg*aacccggaagcua*ag
uccagug*uc*uaugac*uuagagguaacacu*ccuucccauuc*cgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaacaccugau*cccau*cccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaacacccgaucc*cau*cccgaacucggccguga*aa
uccuggug*ucuauggcgg*uauggaaccacucugaccccau*cccgaacucaguug*ugaaa
uauucugguguccuaggcguagaggaacca*caccaaucca*ucccgaacuuggugguua*aa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuuggugguuaaa*
aauccccgcccuuagcg*gcg*ugg*aacacccguuc*cca*uuccgaacacggaagugaaa*
uu*aa*ggcggccauagcggugggguuacu*cccguacccauccc*gaacacggaagaua*ag
guucacauccgccaggacgcggcgauuacacccgguauccag*cccgaac*ccggaagcgaaa
适应度为：3830.69

第14周期为:
染色体为:
ccuagugacaaua*g*cggagag*gaaacacccg*uucccaucc*cgaacacggaaguuaag*
ccuaguggugauagc*ggaggg*gaaa*cacccguuc*cc*aucccgaacacggaaguu*aag
uuugguggcgauagc*gaagag*g*ucacacccguu*ccca*uaccgaacacggaaguuaag*
uuugguggcgaua*gcgaag*a*ggucacacccguucu*cau*gccgaacacggaaguu*aag
ucugguggcga*uagcg*a*agaggucacacccgu*ucccau*accgaacacggaaguuaag*
uguugugauga*ugg*c*auugaggucacaccugu*ucccau*accgaacacagaaguu*aag
ug*ccuggcggccguagcgcgguggucccaccuga*ccccau*gccgaacucagaagugaa*a
ugu*cuggcggccauagcgcaguggucccaccugauccc*au*gccgaacucagaagu*gaaa
ugcuu*ggcgaccauagcguuauggacccaccug*aucccuug*ccgaacucaguag*ugaaa
gu*uucgguggucauagcgugagggaaacgcccgg*uuacauuccg*aacccggaagcua*ag
uccagug*uc*uaugac*uuagagguaacacu*ccuucccauuc*cgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaacaccugau*cccau*cccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaacacccgaucc*cau*cccgaacucggccguga*aa
uccuggug*ucuauggcgg*uauggaaccacucugaccccau*cccgaacucaguug*ugaaa
uauucugguguccuaggcguagaggaacca*caccaaucca*ucccgaacuuggugguua*aa
uauucuggugcuccuaggcguagaggaaccaaaccaaucca*ucccgaacuuggugguuaaa*
aauccccgcccuuagcg*gcg*ugg*aacacccguuc*cca*uuccgaacacggaagugaaa*
uu*aa*ggcggccauagcggugggguuacu*cccguacccau*cccgaacacggaagaua*ag
guucacauccgccaggacgcggcgauuacacccgguauccag*cccgaacccggaagc*gaaa
适应度为：3787.62

第15周期为:
染色体为:
ccuagugacaaua*g*cggagag*gaaacacccg*uucccaucc*cgaacacggaaguuaag*
ccuaguggugauagc*ggaggg*gaaa*cacccguuc*cc*aucccgaacacggaaguu*aag
uuugguggcgauagc*gaagag*g*ucacacccguu*ccca*uaccgaacacggaaguuaag*
uuugguggcgaua*gcgaag*a*ggucacacccguucu*cau*gccgaacacggaaguu*aag
ucugguggcga*uagcg*a*agaggucacacccgu*ucccau*accgaacacggaaguuaag*
uguugugauga*ugg*c*auugaggucacaccugu*ucccau*accgaacacagaaguu*aag
ug*ccuggcggccguagcgcgguggucccaccuga*ccccau*gccgaacucagaagugaa*a
ugu*cuggcggccauagcgcaguggucccaccugauccc*au*gccgaacucagaagu*gaaa
ugcuu*ggcgaccauagcguuauggacccaccug*aucccuug*ccgaacucaguag*ugaaa
gu*uucgguggucauagcgugagggaaacgcccgg*uuacauuccg*aacccggaagcua*ag
uccagug*uc*uaugac*uuagagguaacacu*ccuucccauuc*cgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaacaccugau*cccau*cccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaacacccgaucc*cau*cccgaacucggccguga*aa
uccuggug*ucuauggcgg*uauggaaccacucugaccccau*cccgaacucaguug*ugaaa
uauucugguguccuaggcguagaggaacca*caccaaucca*ucccgaacuuggugguua*aa
uauucuggugcuccuaggcguagaggaaccaaaccaaucca*ucccgaacuuggugguuaaa*
aauccccgcccuuagcg*gcg*ugg*aacacccguuc*cca*uuccgaacacggaagugaaa*
uu*aa*ggcggccauagcggugggguuacu*cccguacccau*cccgaacacggaagaua*ag
guucacauccgccaggacgcggcgauuacacccgguauccag*cccgaacccggaagc*gaaa
适应度为：3787.62

第16周期为:
染色体为:
ccuagugacaauagc*ggagag*gaaa*cacccg*uucccaucc*cgaacacggaaguuaag*
ccuaguggugaua*gcgga*ggg*gaaacacccguuc*cc*aucccgaacacggaaguu*aag
uuugguggcgauagc*gaagag*g*ucacacccguu*ccca*uaccgaacacggaaguuaag*
uuugguggcgaua*gcgaag*a*ggucacacccguucu*cau*gccgaacacggaaguu*aag
ucugguggcga*uagcg*a*agaggucacacccgu*ucccau*accgaacacggaaguuaag*
uguugugauga*ugg*c*auugaggucacaccugu*ucccau*accgaacacagaaguu*aag
ug*ccuggcggccguagcgcgguggucccaccuga*ccccau*gccgaacucagaagugaa*a
ugu*cuggcggccauagcgcaguggucccaccugauccc*au*gccgaacucagaag*ugaaa
ugcuu*ggcgaccauagcguuauggacccaccug*aucccuug*ccgaacucaguagu*gaaa
gu*uucgguggucauagcgugagggaaacgcccgg*uuacauuccg*aacccggaagcua*ag
uccagug*uc*uaugac*uuagagguaacacu*ccuucccau*uccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaacaccugau*cccau*cccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaacacccgaucc*cau*cccgaacucggccguga*aa
uccuggug*ucuauggcgg*uauggaaccacucugaccccau*cccgaacucaguug*ugaaa
uauucugguguccuaggcguagaggaacca*caccaaucca*ucccgaacuuggugguua*aa
uauucuggugcuccuaggcguagaggaaccaaaccaaucca*ucccgaacuuggugguuaaa*
aauccccgcccuuagcg*gcg*ugg*aacacccguuc*cca*uuccgaacacggaagugaaa*
uu*aa*ggcggccauagcggugggguuacu*cccguacccau*cccgaacacggaagaua*ag
guucacauccgccaggacgcggcgauuacacccgguauccag*cccgaacccggaagc*gaaa
适应度为：3764.95

第17周期为:
染色体为:
ccuagugacaauagc*ggagag*gaaa*cacccg*uucccaucc*cgaacacggaaguuaag*
ccuaguggugaua*gcgga*ggg*gaaacacccguuc*cc*aucccgaacacggaaguu*aag
uuugguggcgauagc*gaagag*g*ucacacccguu*ccca*uaccgaacacggaaguuaag*
uuugguggcgaua*gcgaag*a*ggucacacccguucu*cau*gccgaacacggaaguu*aag
ucugguggcga*uagcg*a*agaggucacacccgu*ucccau*accgaacacggaaguuaag*
uguugugauga*ugg*c*auugaggucacaccugu*ucccau*accgaacacagaaguu*aag
ug*ccuggcggccguagcgcgguggucccaccuga*ccccau*gccgaacucagaagugaa*a
ugu*cuggcggccauagcgcaguggucccaccugauccc*au*gccgaacucagaag*ugaaa
ugcuu*ggcgaccauagcguuauggacccaccug*aucccuug*ccgaacucaguagu*gaaa
gu*uucgguggucauagcgugagggaaacgcccgg*uuacauuccg*aacccggaagcua*ag
uccagug*uc*uaugac*uuagagguaacacu*ccuucccau*uccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaacaccugau*cccau*cccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaacacccgaucc*cau*cccgaacucggccguga*aa
uccuggug*ucuauggcgg*uauggaaccacucugaccccau*cccgaacucaguug*ugaaa
uauucugguguccuaggcguagaggaacca*caccaaucca*ucccgaacuuggugguua*aa
uauucuggugcuccuaggcguagaggaaccaaaccaaucca*ucccgaacuuggugguuaaa*
aauccccgcccuuagcg*gcg*ugg*aacac*ccguuccca*uuccgaacacggaagugaaa*
uu*aa*ggcggccauagcggugggguuacucccgua*cccau*cccgaacacggaagaua*ag
guucacauccgccaggacgcggcgauuacacccgguauccag*cccgaacccggaagc*gaaa
适应度为：3760.91

第18周期为:
染色体为:
ccuagugacaauagc*ggagag*gaaa*cacccg*uucccaucc*cgaacacggaaguuaag*
ccuaguggugauagcgga*ggg**gaaacacccguuc*cc*aucccgaacacggaaguu*aag
uuugguggcgauagc*gaagag*g*ucacacccguu*ccca*uaccgaacacggaaguuaag*
uuugguggcgaua*gcgaag*a*ggucacacccguucu*cau*gccgaacacggaaguu*aag
ucugguggcga*uagcg*a*agaggucacacccgu*ucccau*accgaacacggaaguuaag*
uguugugauga*ugg*c*auugaggucacaccugu*ucccau*accgaacacagaaguu*aag
ug*ccuggcggccguagcgcgguggucccaccuga*ccccau*gccgaacucagaagugaa*a
ugu*cuggcggccauagcgcaguggucccaccugauccc*au*gccgaacucagaag*ugaaa
ugcuu*ggcgaccauagcguuauggacccaccug*aucccuug*ccgaacucaguagu*gaaa
gu*uucgguggucauagcgugagggaaacgcccgg*uuacauuccg*aacccggaagcua*ag
uccagug*uc*uaugac*uuagagguaacacuccuuc*ccau*uccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaacaccugau*cccau*cccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaaca*cccgauccca*ucccgaacucggccguga*aa
uccuggug*ucuauggcgg*uauggaaccacucugaccccau*cccgaacucaguug*ugaaa
uauucugguguccuaggcguagaggaaccacaccaauc*cau*cccgaacuuggugguua*aa
uauucuggugcuccuaggcguagaggaaccaaaccaaucca*ucccgaacuuggugguuaaa*
aauccccgcccuuagcg*gcg*ugg*aacac*ccguuccca*uuccgaacacggaagugaaa*
uu*aa*ggcggccauagcggugggguuacucccgua*cccau*cccgaacacggaagaua*ag
guucacauccgccaggacgcggcgauuacacccgguauccag*cccgaacccggaagc*gaaa
适应度为：3757.63

第19周期为:
染色体为:
ccuagugacaauagc*ggagag*gaaa*cacccg*uucccaucc*cgaacacggaaguuaag*
ccuaguggugauagcgga*ggg**gaaacacccguuc*cc*aucccgaacacggaaguu*aag
uuugguggcgauagc*gaagag*g*ucacacccguu*ccca*uaccgaacacggaaguuaag*
uuugguggcgaua*gcgaag*a*ggucacacccguucu*cau*gccgaacacggaaguu*aag
ucugguggcga*uagcg*a*agaggucacacccgu*ucccau*accgaacacggaaguuaag*
uguugugauga*ugg*c*auugaggucacaccugu*ucccau*accgaacacagaaguu*aag
ug*ccuggcggccguagcgcgguggucccaccuga*ccccau*gccgaacucagaagugaa*a
ugu*cuggcggccauagcgcaguggucccaccugauccc*au*gccgaacucagaag*ugaaa
ugcuu*ggcgaccauagcguuauggacccaccug*aucccuug*ccgaacucaguagu*gaaa
gu*uucgguggucauagcgugagggaaacgcccgg*uuacauuccg*aacccggaagcua*ag
uccagug*uc*uaugac*uuagagguaacacuccuuc*ccau*uccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaacaccugau*cccau*cccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaaca*cccgauccca*ucccgaacucggccguga*aa