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*cacccga*ucccaucccgaacu*cggccgugaaa
uccugg**ugucuauggcgguauggaa*ccacucugaccccaucccgaacu*caguugugaaa
uauucugguguccuaggcg*uagaggaaccacaccaauccauccc*gaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuu*ggugguuaaa
aauccc*cg*cccuuagcggcg*ugga*acac*ccguucccauuccgaaca*cggaagugaaa
uuaaggcg*g*ccauagcggugggguua*cucccg*uacccaucccgaacac*ggaagauaag
guucacauccgcca*ggacgcggcgauuacacccgguauccagcccgaa*cccggaagcgaaa
适应度为：3602.51

第10周期为:
染色体为:
ccuagu*g**acaauagcggagag*gaaacacccg*uucccauccc*gaacacggaaguuaag
ccuaguggugauagc*g*ga*g*gggaaacaccc*guucccaucccgaaca*cggaaguuaag
uuugguggc*g**auagcgaagag*gucacacccg*uucccauaccgaac*acggaaguuaag
uu*ugg**uggcgauagcgaa*gaggucacacccg*uucucaugccgaacac*ggaaguuaag
ucuggu*gg**cgauagcg*aagaggucacaccc*guucccauaccgaac*acggaaguuaag
uguugugauga*u*g*gcau*ugaggucac*accuguucccauaccgaac*acagaaguuaag
*ugccuggcggccguagcgc*ggugguccca*ccugaccccaugccgaacu*cagaagugaaa
uguc*uggcggccauagcgcagug*guccca*ccugaucccaugccgaacu*cagaagugaaa
ug*cuuggcgaccauagcguuaug*gaccc*accugaucccuugccgaac*ucaguagugaaa
guuu*cgguggucauagcg*ugagggaaacgcccgg*uuacauuccgaac*ccggaagcuaag
uccagugu*c**uaugacuuag*agguaacacucc*uucccauuccgaacaggca*gguuaag
uguucuuugacgaguaguagcauuggaac*ac*cugaucccaucccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaa*cac*ccgaucccaucccgaacu*cggccgugaaa
uccugg**ugucuauggcgguauggaa*ccacucugaccccaucccgaacu*caguugugaaa
uauucugguguccuaggcg*uagaggaaccacaccaauccauccc*gaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuu*ggugguuaaa
aauccc*cg*cccuuagcggcg*ugga*acac*ccguucccauuccgaaca*cggaagugaaa
uuaaggcg*g*ccauagcggugggguua*cucccg*uacccaucccgaacac*ggaagauaag
guucacauccgcca*ggacgcggcgauuacacccgguauccagcccgaa*cccggaagcgaaa
适应度为：3593.57

第11周期为:
染色体为:
ccuagu*g**acaauagcggagag*gaaacacccg*uucccauccc*gaacacggaaguuaag
ccuaguggugauagc*g*ga*g*gggaaacaccc*guucccaucccgaaca*cggaaguuaag
uuugguggc*g**auagcgaagag*gucacacccg*uucccauaccgaac*acggaaguuaag
uu*ugg**uggcgauagcgaa*gaggucacacccg*uucucaugccgaacac*ggaaguuaag
ucuggu*gg**cgauagcg*aagaggucacaccc*guucccauaccgaac*acggaaguuaag
uguugugauga*u*g*gcau*ugaggucac*accuguucccauaccgaac*acagaaguuaag
*ugccuggcggccguagcgc*ggugguccca*ccugaccccaugccgaacu*cagaagugaaa
uguc*uggcggccauagcgcagug*guccca*ccugaucccaugccgaacu*cagaagugaaa
ug*cuuggcgaccauagcguuaug*gaccc*accugaucccuugccgaac*ucaguagugaaa
guuu*cgguggucauagcg*ugagggaaacgcccgg*uuacauuccgaac*ccggaagcuaag
uccagugu*c**uaugacuuag*agguaacacucc*uucccauuccgaacaggca*gguuaag
uguucuuugacgaguaguagcauuggaac*ac*cugaucccaucccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaa*cac*ccgaucccaucccgaacu*cggccgugaaa
uccugg**ugucuauggcgguauggaa*ccacucugaccccaucccgaacu*caguugugaaa
uauucugguguccuaggcg*uagaggaaccacaccaauccauccc*gaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuu*ggugguuaaa
aauccc*cg*cccuuagcggcg*ugga*acac*ccguucccauuccgaaca*cggaagugaaa
uuaaggcg*g*ccauagcggugggguua*cucccg*uacccaucccgaacac*ggaagauaag
guucacauccgcca*ggacgcggcgauuacacccgguauccagcccgaa*cccggaagcgaaa
适应度为：3593.57

第12周期为:
染色体为:
ccuagu*g**acaauagcggagag*gaaacacccg*uucccauccc*gaacacggaaguuaag
ccuaguggugauagc*g*ga*g*gggaaacaccc*guucccaucccgaaca*cggaaguuaag
uuugguggc*g**auagcgaagag*gucacacccg*uucccauaccgaac*acggaaguuaag
uu*ugg**uggcgauagcgaa*gaggucacacccg*uucucaugccgaacac*ggaaguuaag
ucuggu*gg**cgauagcg*aagaggucacaccc*guucccauaccgaac*acggaaguuaag
uguugugauga*u*g*gcau*ugaggucac*accuguucccauaccgaac*acagaaguuaag
*ugccuggcggccguagcgc*ggugguccca*ccugaccccaugccgaacu*cagaagugaaa
uguc*uggcggccauagcgcagug*guccca*ccugaucccaugccgaacu*cagaagugaaa
ug*cuuggcgaccauagcguuaug*gaccc*accugaucccuugccgaac*ucaguagugaaa
guuu*cgguggucauagcg*ugagggaaacgcccgg*uuacauuccgaac*ccggaagcuaag
uccagugu*c**uaugacuuag*agguaacacucc*uucccauuccgaacaggca*gguuaag
uguucuuugacgaguaguagcauuggaac*ac*cugaucccaucccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaa*cac*ccgaucccaucccgaacu*cggccgugaaa
uccugg**ugucuauggcgguauggaa*ccacucugaccccaucccgaacu*caguugugaaa
uauucugguguccuaggcg*uagaggaaccacaccaauccauccc*gaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuu*ggugguuaaa
aauccc*cg*cccuuagcggcg*ugga*acac*ccguucccauuccgaaca*cggaagugaaa
uuaaggcg*g*ccauagcggugggguua*cucccg*uacccaucccgaacac*ggaagauaag
guucacauccgcca*ggacgcggcgauuacacccgguauccagcccgaa*cccggaagcgaaa
适应度为：3593.57

第13周期为:
染色体为:
ccuagu*g**acaauagcggagag*gaaacacccg*uucccauccc*gaacacggaaguuaag
ccuaguggugauagc*g*ga*g*gggaaacaccc*guucccaucccgaaca*cggaaguuaag
uuugguggc*g**auagcgaagag*gucacacccg*uucccauaccgaac*acggaaguuaag
uu*ugg**uggcgauagcgaa*gaggucacacccg*uucucaugccgaacac*ggaaguuaag
ucuggu*gg**cgauagcg*aagaggucacaccc*guucccauaccgaac*acggaaguuaag
uguugugauga*u*g*gcau*ugaggucac*accuguucccauaccgaac*acagaaguuaag
*ugccuggcggccguagcgc*ggugguccca*ccugaccccaugccgaacu*cagaagugaaa
ug*ucuggcggccauagcgcagug*guccc*accugaucccaugccgaacu*cagaagugaaa
ugcu*uggcgaccauagcguuaug*gaccca*ccugaucccuugccgaac*ucaguagugaaa
guuu*cgguggucauagcg*ugagggaaacgcccgg*uuacauuccgaac*ccggaagcuaag
uccagugu*c**uaugacuuag*agguaacacucc*uucccauuccgaacaggca*gguuaag
uguucuuugacgaguaguagcauuggaac*ac*cugaucccaucccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaa*cac*ccgaucccaucccgaacu*cggccgugaaa
uccugg**ugucuauggcgguauggaa*ccacucugaccccaucccgaacu*caguugugaaa
uauucugguguccuaggcg*uagaggaaccacaccaauccauccc*gaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuu*ggugguuaaa
aauccc*cg*cccuuagcggcg*ugga*acac*ccguucccauuccgaaca*cggaagugaaa
uuaaggcg*g*ccauagcggugggguua*cucccg*uacccaucccgaacac*ggaagauaag
guucacauccgcca*ggacgcggcgauuacacccgguauccagcccgaa*cccggaagcgaaa
适应度为：3592.22

第14周期为:
染色体为:
ccuagu*g**acaauagcggagag*gaaacacccg*uucccaucccgaaca*cggaaguuaag
ccuaguggugauagc*g*ga*g*gggaaacaccc*guucccaucccgaac*acggaaguuaag
uuugguggc*g**auagcgaagag*gucacacccg*uucccauaccgaac*acggaaguuaag
uu*ugg**uggcgauagcgaa*gaggucacacccg*uucucaugccgaacac*ggaaguuaag
ucuggu*gg**cgauagcg*aagaggucacaccc*guucccauaccgaac*acggaaguuaag
uguugugauga*u*g*gcau*ugaggucac*accuguucccauaccgaac*acagaaguuaag
*ugccuggcggccguagcgc*ggugguccca*ccugaccccaugccgaacu*cagaagugaaa
ug*ucuggcggccauagcgcagug*guccc*accugaucccaugccgaacu*cagaagugaaa
ugcu*uggcgaccauagcguuaug*gaccca*ccugaucccuugccgaac*ucaguagugaaa
guuu*cgguggucauagcg*ugagggaaacgcccgg*uuacauuccgaac*ccggaagcuaag
uccagugu*c**uaugacuuag*agguaacacucc*uucccauuccgaacaggcagguuaag*
uguucuuugacgaguaguagcauuggaac*ac*cugaucccaucccgaacuc*agaggugaaa
uggccugguggucauugcgggcucgaaa*cac*ccgaucccaucccgaacu*cggccgugaaa
uccugg**ugucuauggcgguauggaa*ccacucugaccccaucccgaacu*caguugugaaa
uauucugguguccuaggcg*uagaggaaccacaccaauccauccc*gaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuu*ggugguuaaa
aauccc*cg*cccuuagcggcg*ugga*acac*ccguucccauuccgaaca*cggaagugaaa
uuaaggcg*g*ccauagcggugggguua*cucccg*uacccaucccgaacac*ggaagauaag
guucacauccgcca*ggacgcggcgauuacacccgguauccagcccgaa*cccggaagcgaaa
适应度为：3586.33

第15周期为:
染色体为:
ccuagu*g**acaauagcggagag*gaaacac*ccguucccaucccgaaca*cggaaguuaag
ccuaguggu*g**auagcggaggg*gaaacacccg*uucccaucccgaac*acggaaguuaag
uu*ugg**uggcgauagcgaa*gaggucacacccg*uucccauaccgaacac*ggaaguuaag
uuuggugg*cgaua**gcg*aagaggucacaccc*guucucaugccgaac*acggaaguuaag
ucugguggcga*u*a*gcga*agaggucac*acccguucccauaccgaac*acggaaguuaag
uguugugaugauggc*a*uu*g*aggucacaccu*guucccauaccgaac*acagaaguuaag
*ugccuggcggccguagcgc*gguggucccacc*ugaccccaugccgaacu*cagaagugaaa
ug*ucuggcggccauagcgcagug*gucccacc*ugaucccaugccgaacu*cagaagugaaa
ugcu*uggcgaccauagcguuaug*gaccca*ccugaucccuugccgaac*ucaguagugaaa
guuucggug*gucauagcg*ugagggaaacgcccgg*uuacauuccgaac*ccggaagcuaag
uccagu*gu*cuaug*acuuag*agguaacacucc*uucccauuccgaacag*gcagguuaag
uguucuuugacgaguaguagcauuggaac*ac*cugaucccaucccgaacuc*agaggugaaa
uggccugguggucauugcg*ggcucgaaacac*ccgaucccaucccgaacu*cggccgugaaa
uccugg**ugucuauggcgguauggaa*ccacucugaccccaucccgaacu*caguugugaaa
uauucugguguccuaggcg*uagaggaaccacaccaaucc*aucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuu*ggugguuaaa
aauccc*cg*cccuuagcggcg*ugga*acac*ccguucccauuccgaaca*cggaagugaaa
uuaaggcg*g*ccauagcggugggguua*cucccg*uacccaucccgaacac*ggaagauaag
guucacauccgccaggacgcggcgauuac*acccgguauccagcccgaa*cccggaagcgaaa
适应度为：3536.72

第16周期为:
染色体为:
ccuagu*g**acaauagcggagag*gaaacac*ccguucccaucccgaaca*cggaaguuaag
ccuaguggu*g**auagcggaggg*gaaacacccg*uucccaucccgaac*acggaaguuaag
uu*ugg**uggcgauagcgaa*gaggucacacccg*uucccauaccgaacac*ggaaguuaag
uuuggugg*cgaua**gcg*aagaggucacaccc*guucucaugccgaac*acggaaguuaag
ucugguggcgauagc*g*aa*g*aggucacacccg*uucccauaccgaac*acggaaguuaag
uguugugauga*u*g*gcau*ugaggucac*accuguucccauaccgaac*acagaaguuaag
*ugccuggcggccguagcgc*gguggucccac*cugaccccaugccgaacu*cagaagugaaa
ug*ucuggcggccauagcgcagug*gucccacc*ugaucccaugccgaacu*cagaagugaaa
ugcu*uggcgaccauagcguuaug*gaccca*ccugaucccuugccgaac*ucaguagugaaa
guuucggug*gucauagcg*ugagggaaacgcccgg*uuacauuccgaac*ccggaagcuaag
uccagu*gu*cuaug*acuuag*agguaacacucc*uucccauuccgaacag*gcagguuaag
uguucuuugacgaguaguagcauuggaac*ac*cugaucccaucccgaacuc*agaggugaaa
uggccugguggucauugcg*ggcucgaaacac*ccgaucccaucccgaacu*cggccgugaaa
uccugg**ugucuauggcgguauggaa*ccacucugaccccaucccgaacu*caguugugaaa
uauucugguguccuaggcg*uagaggaaccacaccaaucc*aucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuu*ggugguuaaa
aauccc*cg*cccuuagcggcg*ugga*acac*ccguucccauuccgaaca*cggaagugaaa
uuaaggcg*g*ccauagcggugggguua*cucccg*uacccaucccgaacac*ggaagauaag
guucacauccgccaggacgcggcgauuac*acccgguauccagcccgaa*cccggaagcgaaa
适应度为：3525.28

第17周期为:
染色体为:
ccuagu*g**acaauagcggagag*gaaacac*ccguucccaucccgaaca*cggaaguuaag
ccuaguggu*g**auagcggaggg*gaaacacccg*uucccaucccgaac*acggaaguuaag
uu*ugg**uggcgauagcgaa*gaggucacacccg*uucccauaccgaacac*ggaaguuaag
uuuggugg*cgaua**gcg*aagaggucacaccc*guucucaugccgaac*acggaaguuaag
ucugguggcgauagc*g*aa*g*aggucacacccg*uucccauaccgaac*acggaaguuaag
uguugugauga*u*g*gcau*ugaggucac*accuguucccauaccgaac*acagaaguuaag
*ugccuggcggccguagcgc*gguggucccac*cugaccccaugccgaacu*cagaagugaaa
ug*ucuggcggccauagcgcagug*gucccacc*ugaucccaugccgaacu*cagaagugaaa
ugcu*uggcgaccauagcguuaug*gaccca*ccugaucccuugccgaac*ucaguagugaaa
guuucggug*gucauagcg*ugagggaaacgcccgg*uuacauuccgaac*ccggaagcuaag
uccagu*gu*cuaug*acuuag*agguaacacucc*uucccauuccgaacag*gcagguuaag
uguucuuugacgaguaguagcauuggaac*ac*cugaucccaucccgaacuc*agaggugaaa
uggccugguggucauugcg*ggcucgaaacac*ccgaucccaucccgaacu*cggccgugaaa
uccugg**ugucuauggcgguauggaa*ccacucugaccccaucccgaacu*caguugugaaa
uauucugguguccuaggcg*uagaggaaccacaccaaucc*aucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuu*ggugguuaaa
aauccc*cg*cccuuagcggcg*ugga*acac*ccguucccauuccgaaca*cggaagugaaa
uuaaggcg*g*ccauagcggugggguua*cucccg*uacccaucccgaacac*ggaagauaag
guucacauccgccaggacgcggcgauuac*acccgguauccagcccgaa*cccggaagcgaaa
适应度为：3525.28

第18周期为:
染色体为:
ccuagu*g**acaauagcggagag*gaaacac*ccguucccaucccgaaca*cggaaguuaag
ccuaguggu*g**auagcggaggg*gaaacacccg*uucccaucccgaac*acggaaguuaag
uu*ugg**uggcgauagcgaa*gaggucacacccg*uucccauaccgaacac*ggaaguuaag
uuuggugg*cgaua**gcg*aagaggucacaccc*guucucaugccgaac*acggaaguuaag
ucugguggcgauagc*g*aa*g*aggucacacccg*uucccauaccgaac*acggaaguuaag
uguugugauga*u*g*gcau*ugaggucac*accuguucccauaccgaac*acagaaguuaag
*ugccuggcggccguagcgc*gguggucccac*cugaccccaugccgaacu*cagaagugaaa
ug*ucuggcggccauagcgcagug*gucccacc*ugaucccaugccgaacu*cagaagugaaa
ugcu*uggcgaccauagcguuaug*gaccca*ccugaucccuugccgaac*ucaguagugaaa
guuucggug*gucauagcg*ugagggaaacgcccgg*uuacauuccgaac*ccggaagcuaag
uccagu*gu*cuaug*acuuag*agguaacacucc*uucccauuccgaacag*gcagguuaag
uguucuuugacgaguaguagcauu*ggaacac*cugaucccaucccgaacuc*agaggugaaa
uggccugguggucauugcg*ggcucgaaacac*ccgaucccaucccgaacu*cggccgugaaa
uccugg**ugucuauggcgguauggaa*ccacucugaccccaucccgaacu*caguugugaaa
uauucugguguccuaggcg*uagaggaaccacaccaaucc*aucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucc*aucccgaacuu*ggugguuaaa
aauccc*cg*cccuuagcggcg*ugga*acac*ccguucccauuccgaaca*cggaagugaaa
uuaaggcg*g*ccauagcggugggguua*cucccg*uacccaucccgaacac*ggaagauaag
guucacauccgccaggacgcggcgauuac*acccgguauccagcccgaa*cccggaagcgaaa
适应度为：3519.8

第19周期为:
染色体为:
ccuagu*g**acaauagcggagag*gaaacac*ccguucccaucccgaaca*cggaaguuaag
ccuaguggugauagc*g*ga*g*gggaaacacccg*uucccaucccgaac*acggaaguuaag
uuuggugg*cgaua**gcg*aagaggucacaccc*guucccauaccgaac*acggaaguuaag
uu*ugg**uggcgauagcgaa*gaggucacacccg*uucucaugccgaacac*ggaaguuaag
ucugguggc*g**auagcgaagag*gucacacccg*uucccauaccgaac*acggaaguuaag
uguugugauga*u*g*gcau*ugaggucac*accuguucccauaccgaac*acagaaguuaag
ugccuggcg*gccguagcgc*gguggucccac*cugaccccaugccgaacu*cagaagugaaa
uguc*uggcggccauagcgcagug*guccca*ccugaucccaugccgaac*ucagaagugaaa
ug*cuuggcgaccauagcguuaug*gacccacc*ugaucccuugccgaacu*caguagugaaa
*guuucgguggucauagcg*ugagggaaacgcccgg*uuacauuccgaac*ccggaagcuaag
uccagu*gu*cuaug*acuuag*agguaacacucc*uucccauuccgaacag*gcagguuaag
uguucuuugacgaguaguagcauu*ggaacac*cugaucccaucccgaacuc*agaggugaaa
uggccugguggucauugcg*ggcucgaaacac*ccgaucccaucccgaacu*cggccgugaaa