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*gaucccaucccgaacucggcc*gugaaa
u*ccuggu*gucuauggcgguau*ggaaccacucugaccccaucccgaac*ucaguugugaaa
uauucugguguccuaggcgua*gaggaaccacac*caauccaucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucca*ucccgaacuu*ggugguuaaa
aauccccgccc*u*uagcggcg*uggaa*caccc*guucccauuccgaac*acggaagugaaa
u*uaaggcgg*ccauagcggu*gggguuacucc*cguacccaucccgaacacggaaga*uaag
guucacauccgccaggacgcg*gcgauuacacccgguauccagcccgaac*ccggaagcgaaa
适应度为：3569.29

第10周期为:
染色体为:
c*cu*agugac*aauagcggagaggaaa*ca*cccguucccaucccgaacacggaa*guuaag
cc*uagu*ggu*gauagcggaggggaaa*caccc*guucccaucccgaac*acggaaguuaag
*uuu*ggugg*cgauagc*gaagaggucacaccc*guucccauaccgaacac*ggaaguuaag
u*uu*gguggcg*auagcgaag*aggucac*acccguucucaugccgaacac*ggaaguuaag
uc*u*gguggc*gauagcgaaga*ggucacac*ccguucccauaccgaacacg*gaaguuaag
uguugugaugaug*gcau*u*gagguca*caccu*guucccauaccgaaca*cagaaguuaag
ugccuggcggc*cguagc*gcgguggucccaccu*gaccccaugccgaacuc*agaagugaaa
ugucuggcggcc*auagc*gcaguggucccaccu*gaucccaugccgaacu*cagaagugaaa
ugcuuggc*gaccauagcguuauggac*ccaccugauc*ccuugccgaacu*caguagugaaa
guuucggu*ggucauagcgu*gagggaaacgcccgguuac*auuccgaaccc*ggaagcuaag
ucca*gugucuaugacuuagagguaaca*c**ucc*uucccauuccgaacag*gcagguuaag
uguucuuugacgaguaguagcauuggaa*caccu*gaucccaucccgaacu*cagaggugaaa
uggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacucggcc*gugaaa
u*ccuggu*gucuauggcgguau*ggaaccacucugaccccaucccgaac*ucaguugugaaa
uauucugguguccuaggcgua*gaggaaccacac*caauccaucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucca*ucccgaacuu*ggugguuaaa
aauccccgccc*u*uagcggcg*uggaa*caccc*guucccauuccgaac*acggaagugaaa
u*uaaggcgg*ccauagcggu*gggguuacucc*cguacccaucccgaacacggaaga*uaag
guucacauccgccaggacgcg*gcgauuacacccgguauccagcccgaac*ccggaagcgaaa
适应度为：3569.29

第11周期为:
染色体为:
*ccu*agugac*aauagcgg*agaggaaacaccc*guucccaucccgaac*acggaaguuaag
cc*uag*ugg*ugauagcggaggggaaa*caccc*guucccaucccgaacac*ggaaguuaag
u*uu*gguggc*gauagcgaagagguca*ca*cccguucccauaccgaacacggaa*guuaag
u*uu*gguggcg*auagcgaagaggucac*accc*guucucaugccgaacac*ggaaguuaag
uc*u*gguggc*gauagcgaaga*ggucacac*ccguucccauaccgaacacg*gaaguuaag
uguugugau*gauggcau*u*gagguca*caccu*guucccauaccgaaca*cagaaguuaag
ugccuggcggc*cguagc*gcgguggucccaccu*gaccccaugccgaacuc*agaagugaaa
ugucuggcggcc*auagc*gcaguggucccaccu*gaucccaugccgaacu*cagaagugaaa
ugcuuggc*gaccauagcguuauggac*ccaccugauc*ccuugccgaacu*caguagugaaa
guuucggu*ggucauagcgu*gagggaaacgcccgguuac*auuccgaaccc*ggaagcuaag
ucca*gugucuaugacuuagagguaaca*c**ucc*uucccauuccgaacag*gcagguuaag
uguucuuugacgaguaguagcauuggaa*caccu*gaucccaucccgaacu*cagaggugaaa
uggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacucggcc*gugaaa
u*ccuggu*gucuauggcgguau*ggaaccacucugaccccaucccgaac*ucaguugugaaa
uauucugguguccuaggcgua*gaggaaccacac*caauccaucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucca*ucccgaacuu*ggugguuaaa
aauccccgccc*u*uagcggcg*uggaa*caccc*guucccauuccgaac*acggaagugaaa
u*uaaggcgg*ccauagcggu*gggguuacucc*cguacccaucccgaacacggaaga*uaag
guucacauccgccaggacgcg*gcgauuacacccgguauccagcccgaac*ccggaagcgaaa
适应度为：3548.57

第12周期为:
染色体为:
*ccu*agugac*aauagcgg*agaggaaacaccc*guucccaucccgaac*acggaaguuaag
cc*uag*ugg*ugauagcggaggggaaa*caccc*guucccaucccgaacac*ggaaguuaag
u*uu*gguggc*gauagcgaagagguca*ca*cccguucccauaccgaacacggaa*guuaag
u*uu*gguggcg*auagcgaagaggucac*accc*guucucaugccgaacac*ggaaguuaag
uc*u*gguggc*gauagcgaaga*ggucacac*ccguucccauaccgaacacg*gaaguuaag
uguugugau*gauggcau*u*gagguca*caccu*guucccauaccgaaca*cagaaguuaag
ugccuggcggc*cguagc*gcgguggucccaccu*gaccccaugccgaacuc*agaagugaaa
ugucuggcggcc*auagc*gcaguggucccaccu*gaucccaugccgaacu*cagaagugaaa
ugcuuggc*gaccauagcguuauggac*ccaccugauc*ccuugccgaacu*caguagugaaa
guuucggu*ggucauagcgu*gagggaaacgcccgguuac*auuccgaaccc*ggaagcuaag
ucca*gugucuaugacuuagagguaaca*c**ucc*uucccauuccgaacag*gcagguuaag
uguucuuugacgaguaguagcauuggaa*caccu*gaucccaucccgaacu*cagaggugaaa
uggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacucggcc*gugaaa
u*ccuggu*gucuauggcgguau*ggaaccacucugaccccaucccgaac*ucaguugugaaa
uauucugguguccuaggcgua*gaggaaccacac*caauccaucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucca*ucccgaacuu*ggugguuaaa
aauccccgccc*u*uagcggcg*uggaa*caccc*guucccauuccgaac*acggaagugaaa
u*uaaggcgg*ccauagcggu*gggguuacucc*cguacccaucccgaacacggaaga*uaag
guucacauccgccaggacgcg*gcgauuacacccgguauccagcccgaac*ccggaagcgaaa
适应度为：3548.57

第13周期为:
染色体为:
*ccu*agugac*aauagcgg*agaggaaacaccc*guucccaucccgaac*acggaaguuaag
cc*uag*ugg*ugauagcggaggggaaa*caccc*guucccaucccgaacac*ggaaguuaag
u*uu*gguggc*gauagcgaagagguca*ca*cccguucccauaccgaacacggaa*guuaag
u*uu*gguggcg*auagcgaagaggucac*accc*guucucaugccgaacac*ggaaguuaag
uc*u*gguggc*gauagcgaaga*ggucacac*ccguucccauaccgaacacg*gaaguuaag
uguugugau*gauggcau*u*gagguca*caccu*guucccauaccgaaca*cagaaguuaag
ugccuggcggc*cguagc*gcgguggucccaccu*gaccccaugccgaacuc*agaagugaaa
ugucuggcggcc*auagc*gcaguggucccaccu*gaucccaugccgaacu*cagaagugaaa
ugcuuggc*gaccauagcguuauggac*ccaccugauc*ccuugccgaacu*caguagugaaa
guuucggu*ggucauagcgu*gagggaaacgcccgguuac*auuccgaaccc*ggaagcuaag
ucca*gugucuaugacuuagagguaaca*c**ucc*uucccauuccgaacag*gcagguuaag
uguucuuugacgaguaguagcauuggaa*caccu*gaucccaucccgaacu*cagaggugaaa
uggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacucggcc*gugaaa
u*ccuggu*gucuauggcgguau*ggaaccacucugaccccaucccgaac*ucaguugugaaa
uauucugguguccuaggcgua*gaggaaccacac*caauccaucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucca*ucccgaacuu*ggugguuaaa
aauccccgccc*u*uagcggcg*uggaa*caccc*guucccauuccgaac*acggaagugaaa
u*uaaggcgg*ccauagcggu*gggguuacucc*cguacccaucccgaacacggaaga*uaag
guucacauccgccaggacgcg*gcgauuacacccgguauccagcccgaac*ccggaagcgaaa
适应度为：3548.57

第14周期为:
染色体为:
*ccu*agugac*aauagcgg*agaggaaacaccc*guucccaucccgaac*acggaaguuaag
cc*uag*ugg*ugauagcggaggggaaa*caccc*guucccaucccgaacac*ggaaguuaag
u*uu*gguggc*gauagcgaagagguca*ca*cccguucccauaccgaacacggaa*guuaag
u*uu*gguggcg*auagcgaagaggucac*accc*guucucaugccgaacac*ggaaguuaag
uc*u*gguggc*gauagcgaaga*ggucacac*ccguucccauaccgaacacg*gaaguuaag
uguugugau*gauggcau*u*gagguca*caccu*guucccauaccgaaca*cagaaguuaag
ugccuggcggc*cguagc*gcgguggucccaccu*gaccccaugccgaacuc*agaagugaaa
ugucuggcggcc*auagc*gcaguggucccaccu*gaucccaugccgaacu*cagaagugaaa
ugcuuggc*gaccauagcguuauggac*ccaccugauc*ccuugccgaacu*caguagugaaa
guuucggu*ggucauagcgu*gagggaaacgcccgguuac*auuccgaaccc*ggaagcuaag
ucca*gugucuaugacuuagagguaaca*c**ucc*uucccauuccgaacag*gcagguuaag
uguucuuugacgaguaguagcauuggaa*caccu*gaucccaucccgaacu*cagaggugaaa
uggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacucggcc*gugaaa
u*ccuggu*gucuauggcgguau*ggaaccacucugaccccaucccgaac*ucaguugugaaa
uauucugguguccuaggcgua*gaggaaccacac*caauccaucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucca*ucccgaacuu*ggugguuaaa
aauccccgccc*u*uagcggcg*uggaa*caccc*guucccauuccgaac*acggaagugaaa
u*uaaggcgg*ccauagcggu*gggguuacucc*cguacccaucccgaacacggaaga*uaag
guucacauccgccaggacgcg*gcgauuacacccgguauccagcccgaac*ccggaagcgaaa
适应度为：3548.57

第15周期为:
染色体为:
*ccu*agugac*aauagc*ggagaggaaacaccc*guucccaucccgaac*acggaaguuaag
cc*uag*ugg*ugauagcggaggggaaa*caccc*guucccaucccgaacac*ggaaguuaag
u*uu*gguggc*gauagcgaagagguca*ca*cccguucccauaccgaacacggaa*guuaag
u*uu*gguggcg*auagcgaagaggucac*accc*guucucaugccgaacac*ggaaguuaag
uc*u*gguggc*gauagcgaaga*ggucacac*ccguucccauaccgaacacg*gaaguuaag
uguugugaugauggca*u*u*gagguca*caccu*guucccauaccgaaca*cagaaguuaag
ugccuggcggc*cguagc*gcgguggucccaccu*gaccccaugccgaacuc*agaagugaaa
ugucuggcggcc*auagc*gcaguggucccaccu*gaucccaugccgaacu*cagaagugaaa
ugcuuggc*gaccauagcguuauggac*ccaccugauc*ccuugccgaacu*caguagugaaa
guuucggu*ggucauagcgu*gagggaaacgcccgguuac*auuccgaaccc*ggaagcuaag
ucca*gugucuaugacuuagagguaaca*c**ucc*uucccauuccgaacag*gcagguuaag
uguucuuugacgaguaguagcauuggaa*caccu*gaucccaucccgaacu*cagaggugaaa
uggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacucggcc*gugaaa
u*ccuggu*gucuauggcgguau*ggaaccacucugaccccaucccgaac*ucaguugugaaa
uauucugguguccuaggcgua*gaggaaccacac*caauccaucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucca*ucccgaacuu*ggugguuaaa
aauccccgccc*u*uagcggcg*uggaa*caccc*guucccauuccgaac*acggaagugaaa
u*uaaggcgg*ccauagcggu*gggguuacucc*cguacccaucccgaacacggaaga*uaag
guucacauccgccaggacgcg*gcgauuacacccgguauccagcccgaac*ccggaagcgaaa
适应度为：3534.96

第16周期为:
染色体为:
*ccu*agugac*aauagc*ggagaggaaacaccc*guucccaucccgaac*acggaaguuaag
cc*uag*ugg*ugauagcggaggggaaa*caccc*guucccaucccgaacac*ggaaguuaag
u*uu*gguggc*gauagcgaagagguca*ca*cccguucccauaccgaacacggaa*guuaag
u*uu*gguggcg*auagcgaagaggucac*accc*guucucaugccgaacac*ggaaguuaag
uc*u*gguggc*gauagcgaaga*ggucacac*ccguucccauaccgaacacg*gaaguuaag
uguugugaugauggca*u*u*gagguca*caccu*guucccauaccgaaca*cagaaguuaag
ugccuggcggc*cguagc*gcgguggucccaccu*gaccccaugccgaacuc*agaagugaaa
ugucuggcggcc*auagc*gcaguggucccaccu*gaucccaugccgaacu*cagaagugaaa
ugcuuggc*gaccauagcguuauggac*ccaccugauc*ccuugccgaacu*caguagugaaa
guuucggu*ggucauagcgu*gagggaaacgcccgguuac*auuccgaaccc*ggaagcuaag
ucca*gugucuaugacuuagagguaaca*c**ucc*uucccauuccgaacag*gcagguuaag
uguucuuugacgaguaguagcauuggaa*caccu*gaucccaucccgaacu*cagaggugaaa
uggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacucggcc*gugaaa
u*ccuggu*gucuauggcgguau*ggaaccacucugaccccaucccgaac*ucaguugugaaa
uauucugguguccuaggcgua*gaggaaccacac*caauccaucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucca*ucccgaacuu*ggugguuaaa
aauccccgccc*u*uagcggcg*uggaa*caccc*guucccauuccgaac*acggaagugaaa
u*uaaggcgg*ccauagcggu*gggguuacucc*cguacccaucccgaacacggaaga*uaag
guucacauccgccaggacgcg*gcgauuacacccgguauccagcccgaac*ccggaagcgaaa
适应度为：3534.96

第17周期为:
染色体为:
*ccu*agugac*aauagc*ggagaggaaacaccc*guucccaucccgaac*acggaaguuaag
cc*uag*ugg*ugauagcggaggggaaa*caccc*guucccaucccgaacac*ggaaguuaag
u*uu*gguggc*gauagcgaagagguca*ca*cccguucccauaccgaacacggaa*guuaag
u*uu*gguggcg*auagcgaagaggucac*accc*guucucaugccgaacac*ggaaguuaag
uc*u*gguggc*gauagcgaaga*ggucacac*ccguucccauaccgaacacg*gaaguuaag
uguugugaugauggca*u*u*gagguca*caccu*guucccauaccgaaca*cagaaguuaag
ugccuggcggc*cguagc*gcgguggucccaccu*gaccccaugccgaacuc*agaagugaaa
ugucuggcggcc*auagc*gcaguggucccaccu*gaucccaugccgaacu*cagaagugaaa
ugcuuggc*gaccauagcguuauggac*ccaccugauc*ccuugccgaacu*caguagugaaa
guuucggu*ggucauagcgu*gagggaaacgcccgguuac*auuccgaaccc*ggaagcuaag
ucca*gugucuaugacuuagagguaaca*c**ucc*uucccauuccgaacag*gcagguuaag
uguucuuugacgaguaguagcauuggaa*caccu*gaucccaucccgaacu*cagaggugaaa
uggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacucggcc*gugaaa
u*ccuggu*gucuauggcgguau*ggaaccacucugaccccaucccgaac*ucaguugugaaa
uauucugguguccuaggcgua*gaggaaccacac*caauccaucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucca*ucccgaacuu*ggugguuaaa
aauccccgccc*u*uagcggcg*uggaa*caccc*guucccauuccgaac*acggaagugaaa
u*uaaggcgg*ccauagcggu*gggguuacucc*cguacccaucccgaacacggaaga*uaag
guucacauccgccaggacgcg*gcgauuacacccgguauccagcccgaac*ccggaagcgaaa
适应度为：3534.96

第18周期为:
染色体为:
*ccu*agugac*aauagc*ggagaggaaacaccc*guucccaucccgaac*acggaaguuaag
cc*uag*ugg*ugauagcggaggggaaa*caccc*guucccaucccgaacac*ggaaguuaag
u*uu*gguggc*gauagcgaagagguca*ca*cccguucccauaccgaacacggaa*guuaag
u*uu*gguggcg*auagcgaagaggucac*accc*guucucaugccgaacac*ggaaguuaag
uc*u*gguggc*gauagcgaaga*ggucacac*ccguucccauaccgaacacg*gaaguuaag
uguugugaugauggca*u*u*gagguca*caccu*guucccauaccgaaca*cagaaguuaag
ugccuggcggc*cguagc*gcgguggucccaccu*gaccccaugccgaacuc*agaagugaaa
ugucuggcggcc*auagc*gcaguggucccaccu*gaucccaugccgaacu*cagaagugaaa
ugcuuggc*gaccauagcguuauggac*ccaccugauc*ccuugccgaacu*caguagugaaa
guuucggu*ggucauagcgu*gagggaaacgcccgguuac*auuccgaaccc*ggaagcuaag
ucca*gugucuaugacuuagagguaaca*c**ucc*uucccauuccgaacag*gcagguuaag
uguucuuugacgaguaguagcauuggaa*caccu*gaucccaucccgaacu*cagaggugaaa
uggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacucggcc*gugaaa
u*ccuggu*gucuauggcgguau*ggaaccacucugaccccaucccgaac*ucaguugugaaa
uauucugguguccuaggcgua*gaggaaccacac*caauccaucccgaacu*uggugguuaaa
uauucuggugcuccuaggcguagaggaaccaaaccaaucca*ucccgaacuu*ggugguuaaa
aauccccgccc*u*uagcggcg*uggaa*caccc*guucccauuccgaac*acggaagugaaa
u*uaaggcgg*ccauagcggu*gggguuacucc*cguacccaucccgaacacggaaga*uaag
guucacauccgccaggacgcg*gcgauuacacccgguauccagcccgaac*ccggaagcgaaa
适应度为：3534.96

第19周期为:
染色体为:
*ccu*agugac*aauagc*ggagaggaaacaccc*guucccaucccgaac*acggaaguuaag
cc*uag*ugg*ugauagcggaggggaaa*caccc*guucccaucccgaacac*ggaaguuaag
u*uu*gguggc*gauagcgaagagguca*ca*cccguucccauaccgaacacggaa*guuaag
u*uu*gguggcg*auagcgaagaggucac*accc*guucucaugccgaacac*ggaaguuaag
uc*u*gguggc*gauagcgaaga*ggucacac*ccguucccauaccgaacacg*gaaguuaag
uguugugaugauggca*u*u*gagguca*caccu*guucccauaccgaaca*cagaaguuaag
ugccuggcggc*cguagc*gcgguggucccaccu*gaccccaugccgaacuc*agaagugaaa
ugucuggcggcc*auagc*gcaguggucccaccu*gaucccaugccgaacu*cagaagugaaa
ugcuuggc*gaccauagcguuauggac*ccaccugauc*ccuugccgaacu*caguagugaaa
guuucggu*ggucauagcgu*gagggaaacgcccgguuac*auuccgaaccc*ggaagcuaag
ucca*gugucuaugacuuagagguaaca*c**ucc*uucccauuccgaacag*gcagguuaag
uguucuuugacgaguaguagcauuggaa*caccu*gaucccaucccgaacu*cagaggugaaa
uggccugguggucauugcgggcucgaaa*caccc*gaucccaucccgaacucggcc*gugaaa