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

uggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacu*cggccgugaaa
u*ccuggu*gucuauggcgguau*ggaaccacucugaccccaucccgaacu*caguugugaaa
uauucugguguccuaggcgua*gaggaaccacacc*aauccaucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacu*uggugguuaaa
aauccccgccc*u*uagcgg*cguggaa*caccc*guucccauuccgaaca*cggaagugaaa
u*uaaggcgg*ccauagcggugggguuacucc*c*guacccaucccgaacacggaaga*uaag
guucacauccgccaggacgc*ggcgauuacacccgguauccagcccgaac*ccggaagcgaaa
适应度为：3300.34

第0次pso第261代最好的染色体为：
染色体为:
c*cu*aguga*caauagc*ggagaggaaacaccc*guucccaucccgaac*acggaaguuaag
cc*ua*g*uggugauagcggaggggaaa*caccc*guucccaucccgaac*acggaaguuaag
u*uu*gguggc*gauagcgaagagguca*cac*ccguucccauaccgaac*acggaaguuaag
u*uu*ggugg*cgauagcgaagagguca*caccc*guucucaugccgaac*acggaaguuaag
uc*ug*guggc*gauagcgaaga*ggucacaccc*guucccauaccgaac*acggaaguuaag
uguugugaugauggca*u**ugagguca*caccu*guucccauaccgaac*acagaaguuaag
ugccuggcggc*cguagc*gcgguggucccaccu*gaccccaugccgaacu*cagaagugaaa
ugucuggcggcc*auagc*gcaguggucccaccu*gaucccaugccgaacu*cagaagugaaa
ugcuuggcgac*cauagcguuaugg*acccaccu*gaucccuugccgaacu*caguagugaaa
guuucggu*ggucauagcg*ugagggaaacgccc*gguuacauuccgaacc*cggaagcuaag
ucca*gugucuaugacuuagagguaaca*c*ucc**uucccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaa*caccu*gaucccaucccgaacu*cagaggugaaa
uggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacu*cggccgugaaa
u*ccuggu*gucuauggcgguau*ggaaccacucugaccccaucccgaacu*caguugugaaa
uauucugguguccuaggcgua*gaggaaccacacc*aauccaucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacu*uggugguuaaa
aauccccgccc*u*uagcgg*cguggaa*caccc*guucccauuccgaaca*cggaagugaaa
u*uaaggcgg*ccauagcggugggguuacu*cc*cguacccaucccgaacacggaaga*uaag
guucacauccgccaggacgc*ggcgauuacacccgguauccagcccgaac*ccggaagcgaaa
适应度为：3296.22

第0次pso第262代最好的染色体为：
染色体为:
c*cu*aguga*caauagc*ggagaggaaacaccc*guucccaucccgaac*acggaaguuaag
cc*uag*u*ggugauagcggaggggaaa*caccc*guucccaucccgaac*acggaaguuaag
u*uu*gguggc*gauagcgaagagguca*cac*ccguucccauaccgaac*acggaaguuaag
u*uu*ggugg*cgauagcgaagagguca*caccc*guucucaugccgaac*acggaaguuaag
uc*ug*guggc*gauagcgaaga*ggucacaccc*guucccauaccgaac*acggaaguuaag
uguugugaugauggca*u**ugagguca*caccu*guucccauaccgaac*acagaaguuaag
ugccuggcggc*cguagc*gcgguggucccaccu*gaccccaugccgaacu*cagaagugaaa
ugucuggcggcc*auagc*gcaguggucccaccu*gaucccaugccgaacu*cagaagugaaa
ugcuuggcgac*cauagcguuaugg*acccaccu*gaucccuugccgaacu*caguagugaaa
guuucggu*ggucauagcg*ugagggaaacgccc*gguuacauuccgaacc*cggaagcuaag
ucca*gugucuaugacuuagagguaaca*c*ucc**uucccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaa*caccu*gaucccaucccgaacu*cagaggugaaa
uggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacu*cggccgugaaa
u*ccuggu*gucuauggcgguau*ggaaccacucugaccccaucccgaacu*caguugugaaa
uauucugguguccuaggcgua*gaggaaccacacc*aauccaucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacu*uggugguuaaa
aauccccgccc*u*uagcgg*cguggaa*caccc*guucccauuccgaaca*cggaagugaaa
u*uaaggcgg*ccauagcggugggguuacu*cc*cguacccaucccgaacacggaaga*uaag
guucacauccgccaggacgc*ggcgauuacacccgguauccagcccgaac*ccggaagcgaaa
适应度为：3295.89

第0次pso第263代最好的染色体为：
染色体为:
c*cu*aguga*caauagc*ggagaggaaacaccc*guucccaucccgaac*acggaaguuaag
cc*uag*uggu*gauagcggaggggaaa*caccc*guucccaucccgaac*acggaaguuaag
u*uu*gguggc*gauagcgaagagguca*cac*ccguucccauaccgaac*acggaaguuaag
u*uu*ggugg*cgauagcgaagagguca*caccc*guucucaugccgaac*acggaaguuaag
uc*ug*guggc*gauagcgaaga*ggucacaccc*guucccauaccgaac*acggaaguuaag
uguugugaugauggca*u**ugagguca*caccu*guucccauaccgaac*acagaaguuaag
ugccuggcggc*cguagc*gcgguggucccaccu*gaccccaugccgaacu*cagaagugaaa
ugucuggcggcc*auagc*gcaguggucccaccu*gaucccaugccgaacu*cagaagugaaa
ugcuuggcgac*cauagcguuaugg*acccaccu*gaucccuugccgaacu*caguagugaaa
guuucggu*ggucauagcg*ugagggaaacgccc*gguuacauuccgaacc*cggaagcuaag
ucca*gugucuaugacuuagagguaaca*c*ucc*u*ucccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaa*caccu*gaucccaucccgaacu*cagaggugaaa
uggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacu*cggccgugaaa
u*ccuggu*gucuauggcgguau*ggaaccacucugaccccaucccgaacu*caguugugaaa
uauucugguguccuaggcgua*gaggaaccacacca*auccaucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacu*uggugguuaaa
aauccccgccc*u*uagcgg*cguggaa*caccc*guucccauuccgaaca*cggaagugaaa
u*uaaggcgg*ccauagcggugggguuacu*cc*cguacccaucccgaacacggaaga*uaag
guucacauccgccaggacgc*ggcgauuacacccgguauccagcccgaac*ccggaagcgaaa
适应度为：3295.1

第0次pso第273代最好的染色体为：
染色体为:
c*cu*aguga*caauagc*ggagaggaaacaccc*guucccaucccgaac*acggaaguuaag
cc*uag*uggu*gauagcggaggggaaa*caccc*guucccaucccgaac*acggaaguuaag
u*uu*gguggc*gauagcgaagagguca*cac*ccguucccauaccgaac*acggaaguuaag
u*uu*ggugg*cgauagcgaagagguca*caccc*guucucaugccgaac*acggaaguuaag
uc*ug*guggc*gauagcgaaga*ggucacaccc*guucccauaccgaac*acggaaguuaag
uguugugaugauggca*u**ugagguca*caccu*guucccauaccgaac*acagaaguuaag
ugccuggcggc*cguagc*gcgguggucccaccu*gaccccaugccgaacu*cagaagugaaa
ugucuggcggcc*auagc*gcaguggucccaccu*gaucccaugccgaacu*cagaagugaaa
ugcuuggcgac*cauagcguuauggac*ccaccu*gaucccuugccgaacu*caguagugaaa
guuucggu*ggucauagcg*ugagggaaacgccc*gguuacauuccgaacc*cggaagcuaag
ucca*gugucuaugacuuagagguaaca*c*ucc**uucccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaa*caccu*gaucccaucccgaacu*cagaggugaaa
uggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacu*cggccgugaaa
u*ccuggu*gucuauggcgguau*ggaaccacucugaccccaucccgaacu*caguugugaaa
uauucugguguccuaggcgua*gaggaaccacacca*auccaucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacu*uggugguuaaa
aauccccgccc*u*uagcgg*cguggaa*caccc*guucccauuccgaaca*cggaagugaaa
u*uaaggcgg*ccauagcggugggguuacu*cc*cguacccaucccgaacacggaaga*uaag
guucacauccgccaggacgc*ggcgauuacacccgguauccagcccgaac*ccggaagcgaaa
适应度为：3288

第0次pso第305代最好的染色体为：
染色体为:
c*cu*aguga*caauagc*ggagaggaaacaccc*guucccaucccgaac*acggaaguuaag
cc*uag*uggu*gauagcggaggggaaa*caccc*guucccaucccgaac*acggaaguuaag
u*uu*gguggc*gauagcgaagagguca*cac*ccguucccauaccgaac*acggaaguuaag
u*uu*ggugg*cgauagcgaagagguca*caccc*guucucaugccgaac*acggaaguuaag
uc*ug*guggc*gauagcgaaga*ggucacaccc*guucccauaccgaac*acggaaguuaag
uguugugaugauggca*u**ugagguca*caccu*guucccauaccgaac*acagaaguuaag
ugccuggcggc*cguagc*gcgguggucccaccu*gaccccaugccgaacu*cagaagugaaa
ugucuggcggcc*auagc*gcaguggucccaccu*gaucccaugccgaacu*cagaagugaaa
ugcuuggcgac*cauagcguuauggacc*caccu*gaucccuugccgaacu*caguagugaaa
guuucggu*ggucauagcg*ugagggaaacgccc*gguuacauuccgaacc*cggaagcuaag
ucca*gugucuaugacuuagagguaaca*c*ucc**uucccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaa*caccu*gaucccaucccgaacu*cagaggugaaa
uggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacu*cggccgugaaa
u*ccuggu*gucuauggcgguau*ggaaccacucugaccccaucccgaacu*caguugugaaa
uauucugguguccuaggcgua*gaggaaccacacca*auccaucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacu*uggugguuaaa
aauccccgccc*u*uagcgg*cguggaa*caccc*guucccauuccgaaca*cggaagugaaa
u*uaaggcgg*ccauagcggugggguuacu*cc*cguacccaucccgaacacggaaga*uaag
guucacauccgccaggacgc*ggcgauuacacccgguauccagcccgaac*ccggaagcgaaa
适应度为：3280.15

第0次pso第311代最好的染色体为：
染色体为:
c*cu*aguga*caauagc*ggagaggaaacaccc*guucccaucccgaac*acggaaguuaag
cc*uag*uggu*gauagcggaggggaaa*caccc*guucccaucccgaac*acggaaguuaag
u*uu*gguggc*gauagcgaagagguca*cac*ccguucccauaccgaac*acggaaguuaag
u*uu*ggugg*cgauagcgaagagguca*caccc*guucucaugccgaac*acggaaguuaag
uc*ug*guggc*gauagcgaaga*ggucacaccc*guucccauaccgaac*acggaaguuaag
uguugugaugauggca*u**ugagguca*caccu*guucccauaccgaac*acagaaguuaag
ugccuggcggc*cguagc*gcgguggucccaccu*gaccccaugccgaacu*cagaagugaaa
ugucuggcggcc*auagc*gcaguggucccaccu*gaucccaugccgaacu*cagaagugaaa
ugcuuggcgac*cauagcguuauggacc*caccu*gaucccuugccgaacu*caguagugaaa
guuucggu*ggucauagcg*ugagggaaacgccc*gguuacauuccgaacc*cggaagcuaag
ucca*gugucuaugacuuagagguaaca*c*ucc**uucccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaa*caccu*gaucccaucccgaacu*cagaggugaaa
uggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacu*cggccgugaaa
u*ccuggu*gucuauggcgguau*ggaaccacucugaccccaucccgaacu*caguugugaaa
uauucugguguccuaggcgua*gaggaaccacaccaa*uccaucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacu*uggugguuaaa
aauccccgccc*u*uagcgg*cguggaa*caccc*guucccauuccgaaca*cggaagugaaa
u*uaaggcgg*ccauagcggugggguuacu*cc*cguacccaucccgaacacggaaga*uaag
guucacauccgccaggacgc*ggcgauuacacccgguauccagcccgaac*ccggaagcgaaa
适应度为：3275.98

第0次pso第312代最好的染色体为：
染色体为:
c*cu*aguga*caauagc*ggagaggaaacaccc*guucccaucccgaac*acggaaguuaag
cc*uag*ugg*ugauagcggaggggaaa*caccc*guucccaucccgaac*acggaaguuaag
u*uu*gguggc*gauagcgaagagguca*cac*ccguucccauaccgaac*acggaaguuaag
u*uu*ggugg*cgauagcgaagagguca*caccc*guucucaugccgaac*acggaaguuaag
uc*ug*guggc*gauagcgaaga*ggucacaccc*guucccauaccgaac*acggaaguuaag
uguugugaugauggca*u**ugagguca*caccu*guucccauaccgaac*acagaaguuaag
ugccuggcggc*cguagc*gcgguggucccaccu*gaccccaugccgaacu*cagaagugaaa
ugucuggcggcc*auagc*gcaguggucccaccu*gaucccaugccgaacu*cagaagugaaa
ugcuuggcgacc*auagcguuauggacc*caccu*gaucccuugccgaacu*caguagugaaa
guuucggu*ggucauagcg*ugagggaaacgccc*gguuacauuccgaacc*cggaagcuaag
ucca*gugucuaugacuuagagguaaca*c*ucc**uucccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaa*caccu*gaucccaucccgaacu*cagaggugaaa
uggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacu*cggccgugaaa
u*ccuggu*gucuauggcgguau*ggaaccacucugaccccaucccgaacu*caguugugaaa
uauucugguguccuaggcgua*gaggaaccacaccaau*ccaucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaauc*caucccgaacu*uggugguuaaa
aauccccgccc*u*uagcgg*cguggaa*caccc*guucccauuccgaaca*cggaagugaaa
u*uaaggcgg*ccauagcggugggguuacu*cc*cguacccaucccgaacacggaaga*uaag
guucacauccgccaggacgc*ggcgauuacacccgguauccagcccgaac*ccggaagcgaaa
适应度为：3275.06

第0次pso第314代最好的染色体为：
染色体为:
c*cu*aguga*caauagc*ggagaggaaacaccc*guucccaucccgaac*acggaaguuaag
cc*uag*uggu*gauagcggaggggaaa*caccc*guucccaucccgaac*acggaaguuaag
u*uu*gguggc*gauagcgaagagguca*cac*ccguucccauaccgaac*acggaaguuaag
u*uu*ggugg*cgauagcgaagagguca*caccc*guucucaugccgaac*acggaaguuaag
uc*ug*guggc*gauagcgaaga*ggucacaccc*guucccauaccgaac*acggaaguuaag
uguugugaugauggca*u**ugagguca*caccu*guucccauaccgaac*acagaaguuaag
ugccuggcggc*cguagc*gcgguggucccaccu*gaccccaugccgaacu*cagaagugaaa
ugucuggcggcc*auagc*gcaguggucccaccu*gaucccaugccgaacu*cagaagugaaa
ugcuuggcgac*cauagcguuauggacc*caccu*gaucccuugccgaacu*caguagugaaa
guuucggu*ggucauagcg*ugagggaaacgccc*gguuacauuccgaacc*cggaagcuaag
ucca*gugucuaugacuuagagguaaca*c*ucc**uucccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaa*caccu*gaucccaucccgaacu*cagaggugaaa
uggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacu*cggccgugaaa
u*ccuggu*gucuauggcgguau*ggaaccacucugaccccaucccgaacu*caguugugaaa
uauucugguguccuaggcgua*gaggaaccacaccaa*uccaucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaauc*caucccgaacu*uggugguuaaa
aauccccgccc*u*uagcgg*cguggaa*caccc*guucccauuccgaaca*cggaagugaaa
u*uaaggcgg*ccauagcggugggguuacu*cc*cguacccaucccgaacacggaaga*uaag
guucacauccgccaggacgc*ggcgauuacacccgguauccagcccgaac*ccggaagcgaaa
适应度为：3274.76

第0次pso第315代最好的染色体为：
染色体为:
c*cu*aguga*caauagc*ggagaggaaacaccc*guucccaucccgaac*acggaaguuaag
cc*uag*uggu*gauagcggaggggaaa*caccc*guucccaucccgaac*acggaaguuaag
u*uu*gguggc*gauagcgaagagguca*cac*ccguucccauaccgaac*acggaaguuaag
u*uu*ggugg*cgauagcgaagagguca*caccc*guucucaugccgaac*acggaaguuaag
uc*ug*guggc*gauagcgaaga*ggucacaccc*guucccauaccgaac*acggaaguuaag
uguugugaugauggca*u**ugagguca*caccu*guucccauaccgaac*acagaaguuaag
ugccuggcggc*cguagc*gcgguggucccaccu*gaccccaugccgaacu*cagaagugaaa
ugucuggcggcc*auagc*gcaguggucccaccu*gaucccaugccgaacu*cagaagugaaa
ugcuuggcgac*cauagcguuauggacc*caccu*gaucccuugccgaacu*caguagugaaa
guuucggu*ggucauagcg*ugagggaaacgccc*gguuacauuccgaacc*cggaagcuaag
ucca*gugucuaugacuuagagguaaca*c*ucc**uucccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauuggaa*caccu*gaucccaucccgaacu*cagaggugaaa
uggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacu*cggccgugaaa
u*ccuggu*gucuauggcgguau*ggaaccacucugaccccaucccgaacu*caguugugaaa
uauucugguguccuaggcgua*gaggaaccacaccaa*uccaucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaau*ccaucccgaacu*uggugguuaaa
aauccccgccc*u*uagcgg*cguggaa*caccc*guucccauuccgaaca*cggaagugaaa
u*uaaggcgg*ccauagcggugggguuacu*cc*cguacccaucccgaacacggaaga*uaag
guucacauccgccaggacgc*ggcgauuacacccgguauccagcccgaac*ccggaagcgaaa
适应度为：3274.63

第0次pso第318代最好的染色体为：
染色体为:
c*cu*aguga*caauagc*ggagaggaaacaccc*guucccaucccgaac*acggaaguuaag
cc*uag*uggu*gauagcggaggggaaa*caccc*guucccaucccgaac*acggaaguuaag
u*uu*gguggc*gauagcgaagagguca*cac*ccguucccauaccgaac*acggaaguuaag
u*uu*ggugg*cgauagcgaagagguca*caccc*guucucaugccgaac*acggaaguuaag
uc*ug*guggc*gauagcgaaga*ggucacaccc*guucccauaccgaac*acggaaguuaag
uguugugaugauggca*u**ugagguca*caccu*guucccauaccgaac*acagaaguuaag
ugccuggcggc*cguagc*gcgguggucccaccu*gaccccaugccgaacu*cagaagugaaa
ugucuggcggcc*auagc*gcaguggucccaccu*gaucccaugccgaacu*cagaagugaaa
ugcuuggcgac*cauagcguuauggacc*caccu*gaucccuugccgaacu*caguagugaaa
guuucggu*ggucauagcg*ugagggaaacgccc*gguuac