斐波那契问题的递归和动态规划
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斐波那契问题的递归和动态规划
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題目:給定整數N, 返回斐波那契數列的第N項
補充問題1:給定整數N,代表臺階數,一次可以跨2個或者1個臺階,返回有多少中走法
補充問題2:假設農場中成熟的母?每年只會省1頭小母牛,并且永遠不會死。第一年農場有1只成熟的母牛,第二年開始,母牛開始生小母牛。每只小母牛3年之后成熟又可以生小母牛。給定整數N,求出N年后牛的
"""原文題 復雜度O(2^n)"""def f1(n):if n < 1:return 0if n==1 or n==2:return 1return f(n-1) + f(n-2)"""原問題 復雜度O(N)"""def f2(n):if n < 1:return 0if n==1 or n==2:return 1res = 1pre = 1tmp = 0for i in range(3,n):tmp = resres = res + prepre = tmpreturn res"""原問題O(logN)"""def maxtrixPower(m,p):res = [[0 for i in range(len(m[0]))] for j in range(len(m))]for i in range(len(res)):res[i][j] = 1tmp = mwhile p > 0:if p&1!=0: //p為奇數res = muliMatrix(res,tmp)tmp = muliMatrix(tmp,tmp)p >>= 1return resdef muliMatrix(m1,m2):res = [[0 for i in range(len(m2[0]))] for j in range(len(m1))]for i in range(len(m1)):for j in range(len(m2[0])):for k in range(len(m1[0])):res[i][j] += m1[i][k] * m2[k][j]return resdef f3(n):if n < 1:return 0if n == 1 or n == 2:return 1base = [[1,1],[1,0]]res = matrixPower(base,n-2)return res[0][0] + res[1][0]"""補充問題1"""def s1(n):if n < 1:return 0if n==1 or n==2:return nreturn s1(n-1) + s1(n-2)def s2(n):if n < 1:return 0if n == 1 or n==2:return nres = 2pre = 1tmp = 0for i in range(3,n):tmp = resres = res + prepre = tmpreturn resdef s3(n):if n < 1:return 0if n==1 or n==2:return nbase = [[1,1],[1,0]]res = matrixPower(base,n-2)return 2*res[0][0] + res[1][0]"""補充問題2""" def c1(n):if n < 1:return 0if n==1 or n==2 or n==3:return nreturn c1(n-1) + c1(n-3)def c2(n):if n < 1:return 0if n==1 or n==2 or n==3:return nres = 3pre = 2prpre = 1tmp1 = 0tmp2 = 0for i in range(4,n):tmp1 = restmp2 = preres = res + prepre = tmp1prpre = tmp2return resdef c3(n):if n < 1:return 0if n==1 or n==2 or n==3:return nbase = [[1,1,0],[0,0,1],[1,0,0]]res = matrixPower(base,n-3)return 3*res[0][0] + 2*res[1][0] + res[2][0]?
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