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

uggccugguggucauugcgggcu*cgaaaca*cccgaucccaucccgaacucgg*ccgugaaa
*uccugg*ugucuauggcgguaugga*accacucugaccccaucccgaacucagu*ugugaaa
uauucugguguccuag*gcguagaggaaccacaccaau*ccaucccgaacuu*ggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuu*ggugguuaaa
aauccccg*cccuuag*cggc*gugga*acacccguuc*ccauuccgaa*cacggaagugaaa
uuaag**gcggccauagcggugggguu*acucccg*uacccaucccgaaca*cggaagauaag
guucacauccgc*caggacgcggcgauuacacccgguauccagcccgaacccgga*agcgaaa
适应度为：3760.6

第10周期为:
染色体为:
*ccu*a*gugacaauagcgga*gaggaaacacc*cguucccaucccgaacacggaa*guuaag
ccuaguggugauagc**ggaggg*ga*aacacccguu*cccaucccgaacacgga*aguuaag
uuugguggcgauagc*gaagaggu**c*acacc*cguucccauaccgaac*acggaaguuaag
uuu*ggug*g*cgaua*gcgaagaggucacacccg*uucucaugccgaacacgga*aguuaag
ucu*gguggcg*a*ua*gcgaagaggucacacccg*uucccauaccgaacacgga*aguuaag
uguugugaugauggca*u**ugagguc*acacc*uguucccauaccgaacacagaa*guuaag
*ugccuggcggccgua*gcgcgguggucccaccug*accccaugccgaacucagaa*gugaaa
ug*ucuggcggccauagcgc*aguggucccaccugau*cccaugccgaacucaga*agugaaa
ugcu*uggcgaccauagcguuaug*g*acccaccugaucccuugccgaacucagu*agugaaa
gu*uucgguggucaua*gcgugagggaaacgcccgguuac*auuccgaaccc*ggaagcuaag
uccag*uguc*u*auga*cuuagagguaacacuccuu*cccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauu*ggaacaccugaucc*caucccgaacucagagg*ugaaa
uggccugguggucauugcgggcuc*gaaaca*cccgaucccaucccgaacucgg*ccgugaaa
*uccugg*ugucuauggcgguaugg*aaccacucugaccccaucccgaacucagu*ugugaaa
uauucugguguccuag*gcguagaggaaccacaccaau*ccaucccgaacuu*ggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuu*ggugguuaaa
aauccccg*cccuuag*cggc*gugga*acacccguuc*ccauuccgaa*cacggaagugaaa
uuaag**gcggccauagcggugggguu*acucccg*uacccaucccgaaca*cggaagauaag
guucacauccgc*caggacgcggcgauuacacccgguauccagcccgaacccgga*agcgaaa
适应度为：3750.15

第11周期为:
染色体为:
*ccu*a*gugacaauagcgga*gaggaaacacc*cguucccaucccgaacacggaa*guuaag
ccuaguggugauagc**ggaggg*ga*aacacccguu*cccaucccgaacacgga*aguuaag
uuugguggcgauagc*gaagaggu**c*acacc*cguucccauaccgaac*acggaaguuaag
uuu*ggug*g*cgaua*gcgaagaggucacacccg*uucucaugccgaacacgga*aguuaag
ucu*gguggcg*a*ua*gcgaagaggucacacccg*uucccauaccgaacacgga*aguuaag
uguugugaugauggca*u**ugagguc*acacc*uguucccauaccgaacacagaa*guuaag
*ugccuggcggccgua*gcgcgguggucccaccug*accccaugccgaacucagaa*gugaaa
ug*ucuggcggccauagcgc*aguggucccaccugau*cccaugccgaacucaga*agugaaa
ugcu*uggcgaccauagcguuaug*g*acccaccugaucccuugccgaacucagu*agugaaa
gu*uucgguggucaua*gcgugagggaaacgcccgguuac*auuccgaaccc*ggaagcuaag
uccag*uguc*u*auga*cuuagagguaacacuccuu*cccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauu*ggaacaccugaucc*caucccgaacucagagg*ugaaa
uggccugguggucauugcgggcuc*gaaaca*cccgaucccaucccgaacucgg*ccgugaaa
*uccugg*ugucuauggcgguaugg*aaccacucugaccccaucccgaacucagu*ugugaaa
uauucugguguccuag*gcguagaggaaccacaccaau*ccaucccgaacuu*ggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuu*ggugguuaaa
aauccccg*cccuuag*cggc*gugga*acacccguuc*ccauuccgaa*cacggaagugaaa
uuaag**gcggccauagcggugggguu*acucccg*uacccaucccgaaca*cggaagauaag
guucacauccgc*caggacgcggcgauuacacccgguauccagcccgaacccgga*agcgaaa
适应度为：3750.15

第12周期为:
染色体为:
*ccu*a*gugacaauagcgga*gaggaaacacc*cguucccaucccgaacacg*gaaguuaag
ccuaguggugauagc**ggaggg*ga*aacacccguu*cccaucccgaacacgga*aguuaag
uuugguggcgauagc*gaagaggu**c*acacc*cguucccauaccgaac*acggaaguuaag
uuuggugg*cg**aua*gcgaagaggucacacccg*uucucaugccgaacacgga*aguuaag
ucu**ggug*gcgaua*gcgaagaggucacacccg*uucccauaccgaacacgga*aguuaag
uguugugaugauggca*u**ugagguc*acacc*uguucccauaccgaacacagaa*guuaag
*ugccuggcggccgua*gcgcgguggucccaccug*accccaugccgaacucagaa*gugaaa
ug*ucuggcggccauagcgc*aguggucccaccugau*cccaugccgaacucaga*agugaaa
ugcu*uggcgaccauagcguuaug*g*acccaccugaucccuugccgaacucagu*agugaaa
gu*uucgguggucaua*gcgugagggaaacgcccgguuac*auuccgaaccc*ggaagcuaag
ucca*guguc*u*auga*cuuagagguaacacuccuu*cccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauu*ggaacaccugaucc*caucccgaacucagagg*ugaaa
uggccugguggucauugcgggcuc*gaaaca*cccgaucccaucccgaacucgg*ccgugaaa
uccu*gg*ugucuauggcgguaugg*aaccacucugaccccaucccgaacucagu*ugugaaa
uauucugguguccuag*gcguagaggaaccacacc*aauccaucccgaacuu*ggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuu*ggugguuaaa
aauccccg*cccuuag*cggc*gugga*acacccguuc*ccauuccgaa*cacggaagugaaa
uuaag**gcggccauagcggugggguu*acucccg*uacccaucccgaacacggaagau*aag
guucacauccgc*caggacgcggcgauuacacccgguauccagcccgaacccgga*agcgaaa
适应度为：3727.79

第13周期为:
染色体为:
*ccu*a*gugacaauagcgga*gaggaaacacc*cguucccaucccgaacacg*gaaguuaag
ccuaguggugauagc*ggagggga**a*acacc*cguucccaucccgaac*acggaaguuaag
uuugguggcgauagc**gaagag*gu*cacacccguu*cccauaccgaacacgga*aguuaag
uuuggugg*cg**aua*gcgaagaggucacacccg*uucucaugccgaacacgga*aguuaag
ucu**ggug*gcgauag*cgaagaggucacacccg*uucccauaccgaacacgga*aguuaag
uguugugaugauggca*u**ugagguc*acacc*uguucccauaccgaacacagaa*guuaag
*ugccuggcggccgua*gcgcgguggucccaccug*accccaugccgaacucagaa*gugaaa
ug*ucuggcggccauagcgc*aguggucccaccugau*cccaugccgaacucaga*agugaaa
ugcu*uggcgaccauagcguuaug*g*acccaccugaucccuugccgaacucagu*agugaaa
gu*uucgguggucaua*gcgugagggaaacgcccgguuac*auuccgaaccc*ggaagcuaag
ucca*guguc*u*auga*cuuagagguaacacuccuu*cccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugga*acaccugaucc*caucccgaacucagagg*ugaaa
uggccugguggucauugcgggcuc*gaaaca*cccgaucccaucccgaacucgg*ccgugaaa
uccu*gg*ugucuauggcgguaugg*aaccacucugaccccaucccgaacucagu*ugugaaa
uauucugguguccuag*gcguagaggaaccacacc*aauccaucccgaacuu*ggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuu*ggugguuaaa
aauccccg*cccuuag*cggc*gugga*acacccguuc*ccauuccgaa*cacggaagugaaa
uuaag**gcggccauagcggugggguu*acucccg*uacccaucccgaacacggaagau*aag
guucacauccgc*caggacgcggcgauuacacccgguauccagcccgaacccgga*agcgaaa
适应度为：3723.01

第14周期为:
染色体为:
*ccu*a*gugacaauagcgga*gaggaaacacc*cguucccaucccgaacacg*gaaguuaag
ccuaguggugauagc*ggag*ggga**aacacc*cguucccaucccgaacacgga*aguuaag
uuugguggcgauagc**gaagag*gu*cacacccguu*cccauaccgaacacgga*aguuaag
uuuggugg*cg**aua*gcgaagaggucacacccg*uucucaugccgaacacgga*aguuaag
ucu**ggug*gcgauag*cgaagaggucacacccg*uucccauaccgaacacgga*aguuaag
uguugugaugauggca*u**ugagguc*acacc*uguucccauaccgaacacagaa*guuaag
*ugccuggcggccgua*gcgcgguggucccaccug*accccaugccgaacucagaa*gugaaa
ug*ucuggcggccauagcgc*aguggucccaccugau*cccaugccgaacucaga*agugaaa
ugcu*uggcgaccauagcguuaug*g*acccaccugaucccuugccgaacucagu*agugaaa
gu*uucgguggucaua*gcgugagggaaacgcccgguuac*auuccgaaccc*ggaagcuaag
ucca*guguc*u*auga*cuuagagguaacacuccuu*cccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugga*acaccugaucc*caucccgaacucagagg*ugaaa
uggccugguggucauugcgggcuc*gaaaca*cccgaucccaucccgaacucgg*ccgugaaa
uccu*gg*ugucuauggcgguaugg*aaccacucugaccccaucccgaacucagu*ugugaaa
uauucugguguccuag*gcguagaggaaccacacc*aauccaucccgaacuu*ggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuu*ggugguuaaa
aauccccg*cccuuag*cggc*gugga*acacccguuc*ccauuccgaa*cacggaagugaaa
uuaag**gcggccauagcggugggguu*acucccg*uacccaucccgaacacggaagau*aag
guucacauccgc*caggacgcggcgauuacacccgguauccagcccgaacccgga*agcgaaa
适应度为：3696.48

第15周期为:
染色体为:
*ccu*a*gugacaauagcgga*gaggaaacacc*cguucccaucccgaacacg*gaaguuaag
ccuaguggugauagc*ggag*ggga**aacacc*cguucccaucccgaacacgga*aguuaag
uuugguggcgauagc**gaagag*gu*cacacccguu*cccauaccgaacacgga*aguuaag
uuuggugg*cg**aua*gcgaagaggucacacccg*uucucaugccgaacacgga*aguuaag
ucu**ggug*gcgauag*cgaagaggucacacccg*uucccauaccgaacacgga*aguuaag
uguugugaugauggca*u**ugagguc*acacc*uguucccauaccgaacacagaa*guuaag
*ugccuggcggccgua*gcgcgguggucccaccug*accccaugccgaacucagaa*gugaaa
ug*ucuggcggccauagcgc*aguggucccaccugau*cccaugccgaacucaga*agugaaa
ugcu*uggcgaccauagcguuaug*g*acccaccugaucccuugccgaacucagu*agugaaa
gu*uucgguggucaua*gcgugagggaaacgcccgguuac*auuccgaaccc*ggaagcuaag
ucca*guguc*u*auga*cuuagagguaacacuccuu*cccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugga*acaccugaucc*caucccgaacucagagg*ugaaa
uggccugguggucauugcgggcuc*gaaaca*cccgaucccaucccgaacucgg*ccgugaaa
uccu*gg*ugucuauggcgguaugg*aaccacucugaccccaucccgaacucagu*ugugaaa
uauucugguguccuag*gcguagaggaaccacacc*aauccaucccgaacuu*ggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuu*ggugguuaaa
aauccccg*cccuuag*cggc*gugga*acacccguuc*ccauuccgaa*cacggaagugaaa
uuaag**gcggccauagcggugggguu*acucccg*uacccaucccgaacacggaagau*aag
guucacauccgc*caggacgcggcgauuacacccgguauccagcccgaacccgga*agcgaaa
适应度为：3696.48

第16周期为:
染色体为:
*ccu*a*gugacaauagcgga*gaggaaacacc*cguucccaucccgaacacg*gaaguuaag
ccuaguggugauagc*ggag*ggga**aacacc*cguucccaucccgaacacgga*aguuaag
uuugguggcgauagc**gaagag*gu*cacacccguu*cccauaccgaacacgga*aguuaag
uuuggugg*cg**aua*gcgaagaggucacacccg*uucucaugccgaacacgga*aguuaag
ucu**ggug*gcgauag*cgaagaggucacacccg*uucccauaccgaacacgga*aguuaag
uguugugaugauggca*u**ugagguc*acacc*uguucccauaccgaacacagaa*guuaag
*ugccuggcggccgua*gcgcgguggucccaccug*accccaugccgaacucagaa*gugaaa
ug*ucuggcggccauagcgc*aguggucccaccugau*cccaugccgaacucaga*agugaaa
ugcu*uggcgaccauagcguuaug*g*acccaccugaucccuugccgaacucagu*agugaaa
gu*uucgguggucaua*gcgugagggaaacgcccgguuac*auuccgaaccc*ggaagcuaag
ucca*guguc*u*auga*cuuagagguaacacuccuu*cccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugga*acaccugaucc*caucccgaacucagagg*ugaaa
uggccugguggucauugcgggcuc*gaaaca*cccgaucccaucccgaacucgg*ccgugaaa
uccu*gg*ugucuauggcgguaugg*aaccacucugaccccaucccgaacucagu*ugugaaa
uauucugguguccuag*gcguagaggaaccacacc*aauccaucccgaacuu*ggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuu*ggugguuaaa
aauccccg*cccuuag*cggc*gugga*acacccguuc*ccauuccgaa*cacggaagugaaa
uuaag**gcggccauagcggugggguu*acucccg*uacccaucccgaacacggaagau*aag
guucacauccgc*caggacgcggcgauuacacccgguauccagcccgaacccgga*agcgaaa
适应度为：3696.48

第17周期为:
染色体为:
*ccu*a*gugacaauagcgga*gaggaaacacc*cguucccaucccgaacacg*gaaguuaag
ccuaguggugauagc*ggag*ggga**aacacc*cguucccaucccgaacacgga*aguuaag
uuugguggcgauagc**gaagag*gu*cacacccguu*cccauaccgaacacgga*aguuaag
uuuggugg*cg**aua*gcgaagaggucacacccg*uucucaugccgaacacgga*aguuaag
ucu**ggug*gcgauag*cgaagaggucacacccg*uucccauaccgaacacgga*aguuaag
uguugugaugauggca*u**ugagguc*acacc*uguucccauaccgaacacagaa*guuaag
*ugccuggcggccgua*gcgcgguggucccaccug*accccaugccgaacucagaa*gugaaa
ug*ucuggcggccauagcgc*aguggucccaccugau*cccaugccgaacucaga*agugaaa
ugcu*uggcgaccauagcguuaug*g*acccaccugaucccuugccgaacucagu*agugaaa
gu*uucgguggucaua*gcgugagggaaacgcccgguuac*auuccgaaccc*ggaagcuaag
ucca*guguc*u*auga*cuuagagguaacacuccuu*cccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugga*acaccugaucc*caucccgaacucagagg*ugaaa
uggccugguggucauugcgggcuc*gaaaca*cccgaucccaucccgaacucgg*ccgugaaa
uccu*gg*ugucuauggcgguaugg*aaccacucugaccccaucccgaacucagu*ugugaaa
uauucugguguccuag*gcguagaggaaccacacc*aauccaucccgaacuu*ggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuu*ggugguuaaa
aauccccg*cccuuag*cggc*gugga*acacccguuc*ccauuccgaa*cacggaagugaaa
uuaag**gcggccauagcggugggguu*acucccg*uacccaucccgaacacggaagau*aag
guucacauccgc*caggacgcggcgauuacacccgguauccagcccgaacccgga*agcgaaa
适应度为：3696.48

第18周期为:
染色体为:
*ccu*a*gugacaauagcgga*gaggaaacacc*cguucccaucccgaacacg*gaaguuaag
ccuaguggugauagc*ggagg*gga**aacacc*cguucccaucccgaacacgga*aguuaag
uuugguggcgauagc**gaagag*gu*cacacccguu*cccauaccgaacacgga*aguuaag
uuuggugg*cg**aua*gcgaagaggucacacccg*uucucaugccgaacacgga*aguuaag
ucu**ggug*gcgauag*cgaagaggucacacccg*uucccauaccgaacacgga*aguuaag
uguugugaugauggca*u*ugag*guc*acacc*uguucccauaccgaacacagaa*guuaag
*ugccuggcggccgua*gcgcgguggucccaccug*accccaugccgaacucagaa*gugaaa
ug*ucuggcggccauagcgc*aguggucccaccugau*cccaugccgaacucaga*agugaaa
ugcu*uggcgaccauagcguuaug*g*acccaccugaucccuugccgaacucagu*agugaaa
gu*uucgguggucaua*gcgugagggaaacgcccgguuac*auuccgaaccc*ggaagcuaag
ucca*guguc*u*auga*cuuagagguaacacuccuu*cccauuccgaaca*ggcagguuaag
uguucuuugacgaguaguagcauugga*acaccugaucc*caucccgaacucagagg*ugaaa
uggccugguggucauugcgggcuc*gaaacacc*cgaucccaucccgaacucgg*ccgugaaa
uccu**ggugucuauggcgguaugg*aaccacucugaccccaucccgaacucagu*ugugaaa
uauucugguguccuag*gcguagaggaaccacacc*aauccaucccgaacuu*ggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuu*ggugguuaaa
aauccccg*cccuuag*cggc*gugga*acacccguuc*ccauuccgaa*cacggaagugaaa
uuaag**gcggccauagcggugggguu*acucccg*uacccaucccgaacacggaagau*aag
guucacauccgc*caggacgcggcgauuacacccgguauccagcccgaacccgga*agcgaaa
适应度为：3681.5

第19周期为:
染色体为:
*ccu*a*gugacaauagcgga*gaggaaacacc*cguucccaucccgaacacg*gaaguuaag
ccuaguggugauagc*ggagg*gga**aacacc*cguucccaucccgaacacgga*aguuaag
uuugguggcgauagc*g*aagag*gu*cacacccguu*cccauaccgaacacgga*aguuaag
uuuggugg*cg**aua*gcgaagaggucacaccc*guucucaugccgaacacgga*aguuaag
ucu**ggug*gcgauag*cgaagaggucacacccg*uucccauaccgaacacgga*aguuaag
uguugugaugauggca*uuga*g*guc*acacc*uguucccauaccgaacacagaa*guuaag
*ugccuggcggccgua*gcgcgguggucccaccug*accccaugccgaacucagaa*gugaaa
ug*ucuggcggccauagcgc*aguggucccaccugau*cccaugccgaacucaga*agugaaa
ugcu*uggcgaccauagcguuaug*gacccaccuga*ucccuugccgaacucagu*agugaaa
gu*uucgguggucauag*cgugagggaaacgcccgguuac*auuccgaaccc*ggaagcuaag
ucca*guguc*u*auga*cuuagagguaacacuccuu*cccauuccgaacaggca*gguuaag
uguucuuugacgaguaguagcauugga*acaccugaucc*caucccgaacucagagg*ugaaa
uggccugguggucauugcgggcuc*gaaacacc*cgaucccaucccgaacucgg*ccgugaaa