606 words
3 minutes
test03
2026-03-24

f(i)f(i)表示钦定其中ii种颜色恰好SSg(i)g(i)表示恰好ii个颜色恰好SSh(n)=mnh(n)=m^n表示nn个点的染色总方案数

f(i)=(mi)n!(S!)i(nsi)!(mi)nsi\begin{align} f(i)&=\binom{m}{i}\frac{n!}{(S!)^{i}(n-si)!}(m-i)^{n-si} \end{align}

由二项式反演

g(k)=i=km(1)ik(ik)f(i)=i=km(1)ik(ik)(mi)(mi)nsi=i=km(1)iki!k!(ik)!m!i!(mi)!(mi)nsi=m!i=km(1)ik(mi)nsik!(ik)!(mi)!=m!i=km1k!(1)ik(ik)!(mi)nsi(mi)!\begin{align} g(k)&=\sum_{i=k}^{m}(-1)^{i-k}\binom{i}{k}f(i)\\ &=\sum_{i=k}^{m}(-1)^{i-k}\binom{i}{k}\binom{m}{i}(m-i)^{n-si}\\ &=\sum_{i=k}^{m}(-1)^{i-k}\frac{i!}{k!(i-k)!}\frac{m!}{i!(m-i)!}(m-i)^{n-si}\\ &=m!\sum_{i=k}^{m}(-1)^{i-k}\frac{(m-i)^{n-si}}{k!(i-k)!(m-i)!}\\ &=m!\sum_{i=k}^{m}\frac{1}{k!}\cdot\frac{(-1)^{i-k}}{(i-k)!}\cdot\frac{(m-i)^{n-si}}{(m-i)!}\\ \end{align} g(k)=i=km(1)ik(ik)f(i)=i=km(1)iki!k!(ik)!f(i)k!g(k)=i=km(1)ik(ik)!i!f(i)[PS:i(ik)=k]F(x)=i=0i!f(i)xiH(x)=j=0(1)jj!xjF(x)H(x)=k=0ij=k(1)jj!i!f(i)xijG(x)=xnj=0(1)jj!xnj=xnj=0(1)nj(nj)!xjF(x)G(x)=xnk=0i(nj)=k(1)nj(nj)!i!f(i)xi(nj)F(x)G(x)=xnk=0i+j=n+k(1)nj(nj)!i!f(i)xi+jn\begin{align} g(k)&=\sum_{i=k}^{m}(-1)^{i-k}\binom{i}{k}f(i)\\ &=\sum_{i=k}^{m}(-1)^{i-k}\frac{i!}{k!(i-k)!}f(i)\\ k!g(k)&=\sum_{i=k}^{m}\frac{(-1)^{i-k}}{(i-k)!}\cdot i!f(i)[PS:i-(i-k)=k]\\ F(x)&=\sum_{i=0}i!f(i)x^i\\ H(x)&=\sum_{j=0}\frac{(-1)^j}{j!}x^{-j}\\ F(x)H(x)&=\sum_{k=0}\sum_{i-j=k}\frac{(-1)^j}{j!}\cdot i!f(i)x^{i-j}\\ G(x)&=x^{-n}\sum_{j=0}\frac{(-1)^j}{j!}x^{n-j}=x^{-n}\sum_{j=0}\frac{(-1)^{n-j}}{(n-j)!}x^{j}\\ F(x)G(x)&=x^{-n}\sum_{k=0}\sum_{i-(n-j)=k}\frac{(-1)^{n-j}}{(n-j)!}\cdot i!f(i)x^{i-(n-j)}\\ F(x)G(x)&=x^{-n}\sum_{k=0}\sum_{i+j=n+k}\frac{(-1)^{n-j}}{(n-j)!}\cdot i!f(i)x^{i+j-n}\\ \end{align} g(k)=1nmi=1nj=1m(ai+bj)k=1nmi=1nj=1ml=0k(kl)ailbjkl=1nmi=1nj=1ml=0kk!l!(kl)!ailbjklg(k)k!=1nmi=1nj=1ml=0kailbjkll!(kl)!g(k)k!=1nml=0ki=1naill!j=1mbjkl(kl)!Fa,l=i=1nailFb,l=i=1mbjlFa,l+1Fa,l=i=1nail(ai1)\begin{align} g(k)&=\frac{1}{nm}\sum_{i=1}^{n}\sum_{j=1}^{m}(a_{i}+b_{j})^{k}\\ &=\frac{1}{nm}\sum_{i=1}^{n}\sum_{j=1}^{m}\sum_{l=0}^{k}\binom{k}{l}a_{i}^{l}b_{j}^{k-l}\\ &=\frac{1}{nm}\sum_{i=1}^{n}\sum_{j=1}^{m}\sum_{l=0}^{k}\frac{k!}{l!(k-l)!}a_{i}^{l}b_{j}^{k-l}\\ \frac{g(k)}{k!}&=\frac{1}{nm}\sum_{i=1}^{n}\sum_{j=1}^{m}\sum_{l=0}^{k}\frac{a_{i}^{l}b_{j}^{k-l}}{l!(k-l)!}\\ \frac{g(k)}{k!}&=\frac{1}{nm}\sum_{l=0}^{k}\sum_{i=1}^{n}\frac{a_{i}^{l}}{l!}\sum_{j=1}^{m}\frac{b_{j}^{k-l}}{(k-l)!}\\ F_{a,l}&=\sum_{i=1}^{n}a_{i}^{l}\\ F_{b,l}&=\sum_{i=1}^{m}b_{j}^{l}\\ F_{a,l+1}-F_{a,l}&=\sum_{i=1}^{n}a_{i}^{l}(a_{i}-1)\\ \end{align} Fa,l=i=1n(di1+di)l=i=1nj=0l(lj)di1jdilj=i=1nj=0ll!j!(lj)!di1jdiljFa,ll!=j=0l\begin{align} F_{a,l}&=\sum_{i=1}^{n}(d_{i-1}+d_{i})^{l}\\ &=\sum_{i=1}^{n}\sum_{j=0}^{l}\binom{l}{j}d_{i-1}^{j}d_{i}^{l-j}\\ &=\sum_{i=1}^{n}\sum_{j=0}^{l}\frac{l!}{j!(l-j)!}d_{i-1}^{j}d_{i}^{l-j}\\ \frac{F_{a,l}}{l!}&=\sum_{j=0}^{l} \end{align} Fa(x)=i=1n11aix=i=1n(1+aix1aix)=i1nxi=1nai1aix=nx(i=1nln(1aix))=nx(ln(i=1n(1aix)))\begin{align} F_{a}(x)&=\sum_{i=1}^{n}\frac{1}{1-a_{i}x}\\ &=\sum_{i=1}^{n}(1+\frac{a_ix}{1-a_ix})\\ &=\sum_{i-1}^{n}-x\sum_{i=1}^{n}\frac{-a_i}{1-a_ix}\\ &=n-x(\sum_{i=1}^{n}\ln(1-a_ix))'\\ &=n-x(\ln(\prod_{i=1}^{n}(1-a_ix)))'\\ \end{align}

f(i)f(i)表示ii个点无标号无根树的个数 g(i)g(i)表示ii个点有标号无根树的个数 g(i)=f(i)i!g(i)=f(i)i!

g(n)=i=1n(n1i1)(ni)(i1)g(ni)g(n)=i=1n(n1)!(i1)!(ni)!(ni)(i1)g(ni)g(n)(n1)!=i=1n1(i2)!g(ni)(ni1)!\begin{align} g(n)&=\sum_{i=1}^{n}\binom{n-1}{i-1}(n-i)(i-1)g(n-i)\\ g(n)&=\sum_{i=1}^{n}\frac{(n-1)!}{(i-1)!(n-i)!}(n-i)(i-1)g(n-i)\\ \frac{g(n)}{(n-1)!}&=\sum_{i=1}^{n}\frac{1}{(i-2)!}\frac{g(n-i)}{(n-i-1)!}\\ \end{align}

考虑第一天 A视角: 知道自己受到处分,知道其他人没有受到处分 其他人视角: 知道A受到处分,不知道自己有没有受到处分,知道受到处分的人至多两个人 第二天无人被开除,没有新的处分 A视角: … 其他人视角: A并没有泄露信息 1.A的视角里没有受处分的人 2.A知道A受处分,并且自己受到处分 考虑情况二 第三天无人被开除,没有新的处分 其他人视角: 考虑除去A和自己以外的第三人, 假设A和自己受到处分,自己知道第三人没有受到处分,那么第二天会有人泄露信息

F(x)=i=0fixign=m>0,a1,a2,...,am>0,a1+a2+...+am=ni=1mfaiFn(x)=i=0gixiF(x)=x1xx2G(x)=11F(x)=11x1xx2=1xx212xx2=1xx2(1(1+2)x)(1(12)x)=1+122(11(1+2)x11(12)x)=1+122i=0((1+2)i(12)i)xign=122((1+2)i(12)i)+[n=0]\begin{align} F(x)&=\sum_{i=0}f_{i}x^{i}\\ g_n&=\sum_{m>0,a_1,a_2,...,a_m>0,a_1+a_2+...+a_m=n}\prod_{i=1}^{m}f_{a_i}\\ F^{n}(x)&=\sum_{i=0}g_{i}x^i\\ F(x)&=\frac{x}{1-x-x^2}\\ G(x)&=\frac{1}{1-F(x)}\\ &=\frac{1}{1-\frac{x}{1-x-x^2}}\\ &=\frac{1-x-x^{2}}{1-2x-x^{2}}\\ &=\frac{1-x-x^2}{(1-(1+\sqrt{2})x)(1-(1-\sqrt{2})x)}\\ &=1+\frac{1}{2\sqrt{2}}(\frac{1}{1-(1+\sqrt{2})x}-\frac{1}{1-(1-\sqrt{2})x})\\ &=1+\frac{1}{2\sqrt{2}}\sum_{i=0}((1+\sqrt{2})^i-(1-\sqrt{2})^i )x^i\\ g_n&=\frac{1}{2\sqrt{2}}((1+\sqrt{2})^i-(1-\sqrt{2})^i )+[n=0] \end{align} D,m,nmin=n(D1)2max=n2mANS=i=1MAX[2ni](Di)a1+...aD=ni2(ni2a1,...,aD)=i=1MAX[2ni](Di)Dni2\begin{align} D,m,n\\ min&=\frac{n-(D-1)}{2}\\ max&=\frac{n}{2}-m\\ ANS&=\sum_{i=1}^{MAX}[2\mid n-i]\binom{D}{i}\sum_{a_1+...a_D=\frac{n-i}{2}}\binom{\frac{n-i}{2}}{a_1,...,a_D}\\ &=\sum_{i=1}^{MAX}[2\mid n-i]\binom{D}{i}D^{\frac{n-i}{2}}\\ \end{align} f(i)[xi]i=1S11xaimodpif(i)zii=1S11xaimodp\begin{align} f(i)&\equiv[x^i]\prod_{i=1}^{|S|}\frac{1}{1-x^{a_i}}\bmod p\\ \sum_{i}f(i)z^i&\equiv\prod_{i=1}^{|S|}\frac{1}{1-x^{a_i}}\bmod p\\ \end{align}

我们换个思路,注意到集合中每个元素很小,令ai=0/1a_{i}=0/1表示集合里有没有这个数

F(x)=i=1n(11xi)ailn(F(x))=i=1nailn(11xi)ln(F(x))=i=1nailn(1xi)=i=1naij=1xijjln(F(x))=i=1ndidadixi=i=1n(didad)xii\begin{align} F(x)&=\prod_{i=1}^{n}(\frac{1}{1-x^i})^{a_{i}}\\ \ln(F(x))&=\sum_{i=1}^{n}a_{i}\ln(\frac{1}{1-x^i})\\ -\ln(F(x))&=\sum_{i=1}^{n}a_{i}\ln(1-x^i)\\ &=-\sum_{i=1}^{n}a_{i}\sum_{j=1}^{\infty}\frac{x^{ij}}{j}\\ \ln(F(x))&=\sum_{i=1}^{n}\sum_{d\mid i}\frac{da_{d}}{i}x^{i}\\ &=\sum_{i=1}^{n}(\sum_{d\mid i}da_d)\frac{x^i}{i}\\ \end{align} f(n)=dng(d)g(n)=dnμ(nd)f(d)=dnμ(nd)tdg(t)=t=1ng(t)d[tdn]μ(nd)=tng(t)dn[dtnt]μ(nd)=tng(t)[nt=1](1.2)(2.9)(3.2)\begin{align} f(n)&=\sum_{d\mid n}g(d)\\ g(n)&=\sum_{d\mid n}\mu(\frac{n}{d})f(d)\\ &=\sum_{d\mid n}\mu(\frac{n}{d})\sum_{t\mid d}g(t)\\ &=\sum_{t=1}^{n}g(t)\sum_{d}[t\mid d\mid n]\mu(\frac{n}{d})\\ &=\sum_{t\mid n}g(t)\sum_{d\mid n}[\frac{d}{t}\mid \frac{n}{t}]\mu(\frac{n}{d})\\ &=\sum_{t\mid n}g(t)[\frac{n}{t}=1]\\ \\(1.2)(2.9)(3.2) \end{align}

f(i)=didadf(i)=\sum_{d\mid i}da_{d} dad=kdμ(dk)f(k)da_{d}=\sum_{k\mid d}\mu(\frac{d}{k})f(k) 设每种颜色的的小球的个数为aia_{i}

tot=i=1nai2\begin{align} tot&=\sum_{i=1}^{n}\lfloor\frac{a_{i}}{2}\rfloor\\ \end{align}

设有kk个奇数,knmod2k\equiv n\bmod 2 至多有DD个奇数,那么至少有nD2\frac{n-D}{2}对 当mnD2m\le\frac{n-D}{2}时,答案为DnD^nm>n2m>\frac{n}{2}时,答案为00 考虑到时排列问题 只选奇数的生成函数 i=0x2x+1(2i+1)!=exex2\sum_{i=0}^{\infty}\frac{x^{2x+1}}{(2i+1)!}=\frac{e^{x}-e^{-x}}{2}f(k)f(k)表示恰好为kk个奇数的方案数,令g(k)g(k)为钦定kk个为奇数的方案数

g(k)=[xn]n!(Dk)(exex2)ke(Dk)x=[xn]n!D!k!(Dk)!i=0kk!i!(ki)!(ex2)i(ex2)kie(Dk)x=[xn]n!D!(Dk)!2ki=0k(1)kii!(ki)!exix(ki)+(Dk)x=[xn]n!D!(Dk)!2ki=0k(1)kii!(ki)!e(D+2i2k)xeax=i=0(ax)ii!=[xn]n!D!(Dk)!2ki=0k(1)kii!(ki)!j=0((D+2i2k)x)jj!=D!(Dk)!2ki=0k(1)ki(D+2i2k)ni!(ki)!=D!(Dk)!2ki=0k(1)ki(D2(ki))ni!(ki)!=D!(Dk)!2ki=0k(1)i(D2i)ni!(ki)!\begin{align} g(k)&=[x^n]n!\binom{D}{k}(\frac{e^x-e^{-x}}{2})^{k}e^{(D-k)x}\\ &=[x^n]n!\frac{D!}{k!(D-k)!}\sum_{i=0}^{k}\frac{k!}{i!(k-i)!}(\frac{e^x}{2})^{i}(-\frac{e^{-x}}{2})^{k-i}e^{(D-k)x}\\ &=[x^n]n!\frac{D!}{(D-k)!2^k}\sum_{i=0}^{k}\frac{(-1)^{k-i}}{i!(k-i)!}e^{xi-x(k-i)+(D-k)x}\\ &=[x^n]n!\frac{D!}{(D-k)!2^k}\sum_{i=0}^{k}\frac{(-1)^{k-i}}{i!(k-i)!}e^{(D+2i-2k)x}\\ e^{ax}&=\sum_{i=0}\frac{(ax)^{i}}{i!}\\ &=[x^n]n!\frac{D!}{(D-k)!2^k}\sum_{i=0}^{k}\frac{(-1)^{k-i}}{i!(k-i)!}\sum_{j=0}\frac{((D+2i-2k)x)^j}{j!}\\ &=\frac{D!}{(D-k)!2^k}\sum_{i=0}^{k}\frac{(-1)^{k-i}(D+2i-2k)^n}{i!(k-i)!}\\ &=\frac{D!}{(D-k)!2^k}\sum_{i=0}^{k}\frac{(-1)^{k-i}(D-2(k-i))^n}{i!(k-i)!}\\ &=\frac{D!}{(D-k)!2^k}\sum_{i=0}^{k}\frac{(-1)^{i}(D-2i)^n}{i!(k-i)!}\\ \end{align}

最后是通过二项式反演求出ff g(n)=i=1n(ni)f(i)g(n)=\sum_{i=1}^{n}\binom{n}{i}f(i)

f(i)=j=in(1)ji(ji)g(j)=j=in(1)jij!i!(ji!)g(j)f(i)=1i!j=in(1)ji(ji)!j!g(j)f(i)=(1)ii!j=in(1)j(ji)!j!g(j)Gj=(1)jj!g(j)=(1)ii!j=in1(ji)!Gjf(i)=(1)ii!j=0ni1j!Gj+if(ni)=(1)ii!j=0ni1j!Gnij\begin{align} f(i)&=\sum_{j=i}^{n}(-1)^{j-i}\binom{j}{i}g(j)\\ &=\sum_{j=i}^{n}(-1)^{j-i}\frac{j!}{i!(j-i!)}g(j)\\ f(i)&=\frac{1}{i!}\sum_{j=i}^{n}\frac{(-1)^{j-i}}{(j-i)!}j!g(j)\\ f(i)&=\frac{(-1)^i}{i!}\sum_{j=i}^{n}\frac{(-1)^{j}}{(j-i)!}j!g(j)\\ G_{j}&=(-1)^jj!g(j)\\ &=\frac{(-1)^i}{i!}\sum_{j=i}^{n}\frac{1}{(j-i)!}G_j\\ f(i)&=\frac{(-1)^i}{i!}\sum_{j=0}^{n-i}\frac{1}{j!}G_{j+i}\\ f(n-i)&=\frac{(-1)^i}{i!}\sum_{j=0}^{n-i}\frac{1}{j!}G_{n-i-j}\\ \end{align}

设目标串长度为nn,记f(n,i)f(n,i)为长度为nn的串,没有结束,后缀匹配到第ii位的概率 f(n,i)=1nf(n1,i1)f(n,i)=\frac{1}{n}f(n-1,i-1) f(n,0)=n1ni=0m1f(n1,i)f(n,0)=\frac{n-1}{n}\sum_{i=0}^{m-1}f(n-1,i) 考虑下具体数学中的做法 假设只有H,TH,T,出现TTTT就停止 S=H+T+HH+HT+TH+HHH+HHT+HTH+THH+THT+S=H+T+HH+HT+TH+HHH+HHT+HTH+THH+THT+\dots ST=A+NST=A+N SH=BSH=B S=A+B+H+TS=A+B+H+T