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*ucccgaacucggccgug*aaa
uccugguguc*u*auggcgguauggaaccacucugaccccau*cccgaacucaguug*ugaaa
uauucugguguccuaggcguagaggaaccacaccaaucc*au*cccgaacuuggugguuaa*a
uauucuggugcuccuaggcguagaggaaccaaaccaauccau*cccgaacuuggugguu*aaa
aauccccgcccuuagcg*gc*gugg*aacac*ccguucccau*uccgaacacggaagugaaa*
uu*aa*ggcggccauagcggugggguuacucccgua*cccau*cccgaacacggaagaua*ag
guucacauccgccaggacgcggcgauuacacccgguauccag*cccgaacccggaagc*gaaa
适应度为：3530.49

第0次pso第282代最好的染色体为：
染色体为:
ccuagugacaauagc*ggagag*gaaa*cacccg*uucccaucc*cgaacacggaaguuaag*
ccuaguggugauagcgg*aggg**gaaacacccguu*cccau*cccgaacacggaaguu*aag
uuugguggcgau*agc*gaa*gaggucacacccg*uucccau*accgaacacggaaguuaag*
uuugguggcgauagc*gaag*ag*gucacacccguucu*cau*gccgaacacggaaguuaa*g
ucugguggcga*uagcg*a*agaggucacacccgu*ucccau*accgaacacggaaguuaag*
uguugugaugaug*g*c*auugaggucacaccug*uucccau*accgaacacagaaguu*aag
ug*ccuggcggccguagcgcgguggucccaccuga*ccccau*gccgaacucagaagugaa*a
ugu*cuggcggccauagcgcaguggucccaccuga*ucccau*gccgaacucagaag*ugaaa
ug*cuuggcgaccauagcguuauggacccaccug*aucccuugc*cgaacucaguag*ugaaa
gu*uucgguggucauagcgugagggaaacgcccgguu*acau*uccgaacccggaagcua*ag
uccaguguc**uaugac*uuagagguaacacuccuuc*ccau*uccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaacaccug*aucccau*cccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaaca*cccgauccca*ucccgaacucggccg*ugaaa
uccugguguc*u*auggcgguauggaaccacucugaccccau*cccgaacucaguug*ugaaa
uauucugguguccuaggcguagaggaaccacaccaaucc*au*cccgaacuuggugguuaaa*
uauucuggugcuccuaggcguagaggaaccaaaccaauccau*cccgaacuuggugguuaaa*
aauccccgcccuuagcg*gc*gugg*aacac*ccguucccau*uccgaacacggaagugaaa*
uu*aa*ggcggccauagcggugggguuacucccgua*cccau*cccgaacacggaagaua*ag
guucacauccgccaggacgcggcgauuacacccgguauccag*cccgaacccggaagc*gaaa
适应度为：3529.26

第0次pso第291代最好的染色体为：
染色体为:
ccuagugacaauagc*ggagag*gaaa*cacccg*uucccaucc*cgaacacggaaguuaag*
ccuaguggugauagcgg*aggg**gaaacacccguu*cccau*cccgaacacggaaguu*aag
uuugguggcgau*agc*gaa*gaggucacacccg*uucccau*accgaacacggaaguuaag*
uuugguggcgauagc*gaag*ag*gucacacccguucu*cau*gccgaacacggaaguuaa*g
ucugguggcgaua*gcg*a*agaggucacacccgu*ucccau*accgaacacggaaguuaag*
uguugugaugaug*g*c*auugaggucacaccug*uucccau*accgaacacagaaguu*aag
ug*ccuggcggccguagcgcgguggucccaccuga*ccccau*gccgaacucagaagugaa*a
ugu*cuggcggccauagcgcaguggucccaccuga*ucccau*gccgaacucagaag*ugaaa
ug*cuuggcgaccauagcguuauggacccaccug*aucccuugc*cgaacucaguag*ugaaa
gu*uucgguggucauagcgugagggaaacgcccgguu*acau*uccgaacccggaagcua*ag
uccaguguc**uaugac*uuagagguaacacuccuuc*ccau*uccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaacaccug*aucccau*cccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaaca*cccgauccca*ucccgaacucggccg*ugaaa
uccugguguc*u*auggcgguauggaaccacucugaccccau*cccgaacucaguug*ugaaa
uauucugguguccuaggcguagaggaaccacaccaaucc*au*cccgaacuuggugguuaaa*
uauucuggugcuccuaggcguagaggaaccaaaccaauccau*cccgaacuuggugguuaaa*
aauccccgcccuuagcg*gc*gugg*aacac*ccguucccau*uccgaacacggaagugaaa*
uu*aa*ggcggccauagcggugggguuacucccgua*cccau*cccgaacacggaagaua*ag
guucacauccgccaggacgcggcgauuacacccgguauccag*cccgaacccggaagc*gaaa
适应度为：3525.65

第0次pso第296代最好的染色体为：
染色体为:
ccuagugacaauagc*ggagag*gaaa*cacccg*uucccaucc*cgaacacggaaguuaag*
ccuaguggugauagcgg*aggg**gaaacacccguu*cccau*cccgaacacggaaguu*aag
uuugguggcga*uagc*gaa*gaggucacacccg*uucccauac*cgaacacggaaguuaag*
uuugguggcgauagc*gaag*ag*gucacacccguucu*cau*gccgaacacggaaguuaag*
ucugguggcgau*agcg*a*agaggucacacccgu*ucccau*accgaacacggaaguuaag*
uguugugauga*ugg*c*auugaggucacaccug*uucccau*accgaacacagaaguuaag*
ug*ccuggcggccguagcgcgguggucccaccuga*ccccau*gccgaacucagaagugaa*a
ugu*cuggcggccauagcgcaguggucccaccuga*ucccau*gccgaacucagaag*ugaaa
ug*cuuggcgaccauagcguuauggacccaccug*aucccuugc*cgaacucaguag*ugaaa
gu*uucgguggucauagcgugagggaaacgcccgguu*acau*uccgaacccggaagcua*ag
uccaguguc**uaugac*uuagagguaacacuccuuc*ccau*uccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaacaccug*aucccau*cccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaacacccg*auccca*ucccgaacucggccg*ugaaa
uccugguguc*u*auggcgguauggaaccacucugaccccau*cccgaacucaguug*ugaaa
uauucugguguccuaggcguagaggaaccacaccaaucc*au*cccgaacuuggugguuaaa*
uauucuggugcuccuaggcguagaggaaccaaaccaauccau*cccgaacuuggugguuaaa*
aauccccgcccuuagcg*gc*gugg*aacac*ccguucccau*uccgaacacggaagugaaa*
uu*aa*ggcggccauagcggugggguuacucccgua*cccau*cccgaacacggaagaua*ag
guucacauccgccaggacgcggcgauuacacccgguauccag*cccgaacccggaagc*gaaa
适应度为：3513.32

第0次pso第297代最好的染色体为：
染色体为:
ccuagugacaauagc*ggagag*gaaa*cacccg*uucccaucc*cgaacacggaaguuaag*
ccuaguggugauagcgg*aggg**gaaacacccguu*cccau*cccgaacacggaaguu*aag
uuugguggcgau*agc*gaa*gaggucacacccg*uucccau*accgaacacggaaguuaag*
uuugguggcgauagc*gaag*ag*gucacacccguucu*cau*gccgaacacggaaguuaag*
ucugguggcgau*agcg*a*agaggucacacccgu*ucccau*accgaacacggaaguuaag*
uguugugauga*ugg*c*auugaggucacaccug*uucccau*accgaacacagaaguuaag*
ug*ccuggcggccguagcgcgguggucccaccuga*ccccau*gccgaacucagaagugaa*a
ugu*cuggcggccauagcgcaguggucccaccuga*ucccau*gccgaacucagaag*ugaaa
ug*cuuggcgaccauagcguuauggacccaccug*aucccuugc*cgaacucaguag*ugaaa
gu*uucgguggucauagcgugagggaaacgcccgguu*acau*uccgaacccggaagcua*ag
uccaguguc**uaugac*uuagagguaacacuccuuc*ccau*uccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaacaccug*aucccau*cccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaacacccga*uccca*ucccgaacucggccg*ugaaa
uccugguguc*u*auggcgguauggaaccacucugaccccau*cccgaacucaguug*ugaaa
uauucugguguccuaggcguagaggaaccacaccaaucc*au*cccgaacuuggugguuaaa*
uauucuggugcuccuaggcguagaggaaccaaaccaauccau*cccgaacuuggugguuaaa*
aauccccgcccuuagcg*gc*gugg*aacac*ccguucccau*uccgaacacggaagugaaa*
uu*aa*ggcggccauagcggugggguuacucccgua*cccau*cccgaacacggaagau*aag
guucacauccgccaggacgcggcgauuacacccgguauccag*cccgaacccggaagc*gaaa
适应度为：3485.08

第0次pso第326代最好的染色体为：
染色体为:
ccuagugacaauagc*ggagag*gaaa*cacccg*uucccaucc*cgaacacggaaguuaag*
ccuaguggugauagcgg*aggg**gaaacacccguu*cccau*cccgaacacggaaguu*aag
uuugguggcgauagc*gaa**gaggucacacccg*uucccau*accgaacacggaaguuaag*
uuugguggcgauagc*gaag*ag*gucacacccguucu*cau*gccgaacacggaaguuaag*
ucugguggcgau*agcg*a*agaggucacacccgu*ucccau*accgaacacggaaguuaag*
uguugugauga*ugg*c*auugaggucacaccug*uucccau*accgaacacagaaguuaag*
ug*ccuggcggccguagcgcgguggucccaccuga*ccccau*gccgaacucagaagugaa*a
ugu*cuggcggccauagcgcaguggucccaccuga*ucccau*gccgaacucagaag*ugaaa
ug*cuuggcgaccauagcguuauggacccaccug*aucccuugc*cgaacucaguag*ugaaa
gu*uucgguggucauagcgugagggaaacgcccgguu*acau*uccgaacccggaagcua*ag
uccaguguc**uaugac*uuagagguaacacuccuuc*ccau*uccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaacaccug*aucccau*cccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaacacccgauc*cca*ucccgaacucggccg*ugaaa
uccugguguc*u*auggcgguauggaaccacucugaccccau*cccgaacucaguug*ugaaa
uauucugguguccuaggcguagaggaaccacaccaaucc*au*cccgaacuuggugguuaaa*
uauucuggugcuccuaggcguagaggaaccaaaccaauccau*cccgaacuuggugguuaaa*
aauccccgcccuuagcg*gc*gugg*aacac*ccguucccau*uccgaacacggaagugaaa*
uu*aa*ggcggccauagcggugggguuacucccgua*cccau*cccgaacacggaagauaag*
guucacauccgccaggacgcggcgauuacacccgguauccag*cccgaacccggaagc*gaaa
适应度为：3469.54

第0次pso第330代最好的染色体为：
染色体为:
ccuagugacaauagc*ggagag*gaaa*cacccg*uucccaucc*cgaacacggaaguuaag*
ccuaguggugauagcgg*aggg**gaaacacccguu*cccau*cccgaacacggaaguu*aag
uuugguggcgauagc*g*aa*gaggucacacccg*uucccau*accgaacacggaaguuaag*
uuugguggcgauagc*gaag*ag*gucacacccguucu*cau*gccgaacacggaaguuaag*
ucugguggcgau*agcg*a*agaggucacacccgu*ucccau*accgaacacggaaguuaag*
uguugugaugau*gg*c*auugaggucacaccug*uucccau*accgaacacagaaguuaag*
ug*ccuggcggccguagcgcgguggucccaccuga*ccccau*gccgaacucagaagugaa*a
ugu*cuggcggccauagcgcaguggucccaccuga*ucccau*gccgaacucagaag*ugaaa
ug*cuuggcgaccauagcguuauggacccaccug*aucccuugc*cgaacucaguag*ugaaa
gu*uucgguggucauagcgugagggaaacgcccgguu*acau*uccgaacccggaagcua*ag
uccaguguc**uaugac*uuagagguaacacuccuuc*ccau*uccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaacaccug*aucccau*cccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaacacccgaucc*ca*ucccgaacucggccg*ugaaa
uccugguguc*u*auggcgguauggaaccacucugaccccau*cccgaacucaguug*ugaaa
uauucugguguccuaggcguagaggaaccacaccaaucc*au*cccgaacuuggugguuaaa*
uauucuggugcuccuaggcguagaggaaccaaaccaauccau*cccgaacuuggugguuaaa*
aauccccgcccuuagcg*gc*gugg*aacac*ccguucccau*uccgaacacggaagugaaa*
uu*aa*ggcggccauagcggugggguuacucccgua*cccau*cccgaacacggaagauaag*
guucacauccgccaggacgcggcgauuacacccgguauccag*cccgaacccggaagc*gaaa
适应度为：3456.85

第0次pso第334代最好的染色体为：
染色体为:
ccuagugacaauagc*ggagag*gaaa*cacccg*uucccaucc*cgaacacggaaguuaag*
ccuaguggugauagcgg*aggg**gaaacacccguu*cccau*cccgaacacggaaguu*aag
uuugguggcgauagc*g*aa*gaggucacacccg*uucccau*accgaacacggaaguuaag*
uuugguggcgauagc*gaag*ag*gucacacccguucu*cau*gccgaacacggaaguuaag*
ucugguggcgau*agcg*a*agaggucacacccgu*ucccau*accgaacacggaaguuaag*
uguugugaugau*gg*c*auugaggucacaccug*uucccau*accgaacacagaaguuaag*
ug*ccuggcggccguagcgcgguggucccaccuga*ccccau*gccgaacucagaagugaa*a
ugu*cuggcggccauagcgcaguggucccaccuga*ucccau*gccgaacucagaag*ugaaa
ug*cuuggcgaccauagcguuauggacccaccug*aucccuugc*cgaacucaguag*ugaaa
gu*uucgguggucauagcgugagggaaacgcccgguu*acau*uccgaacccggaagcua*ag
uccaguguc**uaugac*uuagagguaacacuccuuc*ccau*uccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaacaccug*aucccau*cccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaacacccgau*ccca*ucccgaacucggccg*ugaaa
uccugguguc*u*auggcgguauggaaccacucugaccccau*cccgaacucaguug*ugaaa
uauucugguguccuaggcguagaggaaccacaccaaucc*au*cccgaacuuggugguuaaa*
uauucuggugcuccuaggcguagaggaaccaaaccaauccau*cccgaacuuggugguuaaa*
aauccccgcccuuagcg*gc*gugg*aacac*ccguucccau*uccgaacacggaagugaaa*
uu*aa*ggcggccauagcggugggguuacucccgua*cccau*cccgaacacggaagauaag*
guucacauccgccaggacgcggcgauuacacccgguauccag*cccgaacccggaagc*gaaa
适应度为：3449.58

第0次pso第336代最好的染色体为：
染色体为:
ccuagugacaauagc*ggagag*gaaa*cacccg*uucccaucc*cgaacacggaaguuaag*
ccuaguggugauagcgg*aggg**gaaacacccguu*cccau*cccgaacacggaaguu*aag
uuugguggcgauagc*g*aa*gaggucacacccg*uucccau*accgaacacggaaguuaag*
uuugguggcgauagc*gaag*ag*gucacacccguucu*cau*gccgaacacggaaguuaag*
ucugguggcgau*agcg*a*agaggucacacccgu*ucccau*accgaacacggaaguuaag*
uguugugaugau*gg*c*auugaggucacaccug*uucccau*accgaacacagaaguuaag*
ug*ccuggcggccguagcgcgguggucccaccuga*ccccau*gccgaacucagaagugaa*a
ugu*cuggcggccauagcgcaguggucccaccuga*ucccau*gccgaacucagaag*ugaaa
ug*cuuggcgaccauagcguuauggacccaccug*aucccuugc*cgaacucaguag*ugaaa
gu*uucgguggucauagcgugagggaaacgcccgguu*acau*uccgaacccggaagcua*ag
uccaguguc**uaugac*uuagagguaacacuccuuc*ccau*uccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaacaccug*aucccau*cccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaacacccga*uccca*ucccgaacucggccg*ugaaa
uccugguguc*u*auggcgguauggaaccacucugaccccau*cccgaacucaguug*ugaaa
uauucugguguccuaggcguagaggaaccacaccaaucc*au*cccgaacuuggugguuaaa*
uauucuggugcuccuaggcguagaggaaccaaaccaauccau*cccgaacuuggugguuaaa*
aauccccgcccuuagcg*gc*gugg*aacac*ccguucccau*uccgaacacggaagugaaa*
uu*aa*ggcggccauagcggugggguuacucccgua*cccau*cccgaacacggaagauaag*
guucacauccgccaggacgcggcgauuacacccgguauccag*cccgaacccggaagc*gaaa
适应度为：3446.3

第0次pso第347代最好的染色体为：
染色体为:
ccuagugacaauagc*ggagag*gaaa*cacccg*uucccaucc*cgaacacggaaguuaag*
ccuaguggugauagcgg*aggg**gaaacacccguu*cccau*cccgaacacggaaguu*aag
uuugguggcgauagc*g*aa*gaggucacacccg*uucccau*accgaacacggaaguuaag*
uuugguggcgauagc*gaag*ag*gucacacccguucu*cau*gccgaacacggaaguuaag*
ucugguggcgau*agcg*a*agaggucacacccgu*ucccau*accgaacacggaaguuaag*
uguugugaugau*gg*c*auugaggucacaccug*uucccau*accgaacacagaaguuaag*
ug*ccuggcggccguagcgcgguggucccaccuga*ccccau*gccgaacucagaagugaa*a
ugu*cuggcggccauagcgcaguggucccaccuga*ucccau*gccgaacucagaag*ugaaa
ug*cuuggcgaccauagcguuauggacccaccug*aucccuugc*cgaacucaguag*ugaaa
gu*uucgguggucauagcgugagggaaacgcccgguu*acau*uccgaacccggaagcua*ag
uccaguguc**uaugac*uuagagguaacacuccuuc*ccau*uccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaacaccug*aucccau*cccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaacacccg*auccca*ucccgaacucggccg*ugaaa
uccugguguc*u*auggcgguauggaaccacucugaccccau*cccgaacucaguug*ugaaa
uauucugguguccuaggcguagaggaaccacaccaaucc*au*cccgaacuuggugguuaaa*
uauucuggugcuccuaggcguagaggaaccaaaccaauccau*cccgaacuuggugguuaaa*
aauccccgcccuuagcg*gc*gugg*aacac*ccguucccau*uccgaacacggaagugaaa*
uu*aa*ggcggccauagcggugggguuacucccgua*cccau*cccgaacacggaagauaag*
guucacauccgccaggacgcggcgauuacacccgguauccag*cccgaacccggaagc*gaaa
适应度为：3442.81

第0次pso第405代最好的染色体为：
染色体为:
ccuagugacaauagc*ggagag*gaaa*cacccg*uucccaucc*cgaacacggaaguuaag*
ccuaguggugauagcgg*aggg**gaaacacccguu*cccau*cccgaacacggaaguu*aag
uuugguggcgauagc*g*aa*gaggucacacccg*uucccau*accgaacacggaaguuaag*
uuugguggcgauagc*gaag*ag*gucacacccguucu*cau*gccgaacacggaaguuaag*
ucugguggcgau*agcg*a*agaggucacacccgu*ucccau*accgaacacggaaguuaag*
uguugugaugau*gg*c*auugaggucacaccug*uucccau*accgaacacagaaguuaag*
ug*ccuggcggccguagcgcgguggucccaccuga*ccccau*gccgaacucagaagugaa*a
ugu*cuggcggccauagcgcaguggucccaccuga*ucccau*gccgaacucagaag*ugaaa
ug*cuuggcgaccauagcguuauggacccaccug*aucccuugc*cgaacucaguag*ugaaa
gu*uucgguggucauagcgugagggaaacgcccgguu*