Integer transformation problem: The transformation f and g of integer i are defined as follows: f(i)=3i; g(i)=i/2. Try to design an algorithm, for a given 2 integers n and m, use the least number of transformations of f and g to transform n to m. For example, you can transform the integer 15 into an integer 4: 4=gfgg(15) with 4 transformations. What should the algorithm do when it is impossible to transform the integer n into the integer m?
This is a variant of the 3n+1 problem. In order to find the shortest transformation sequence, a step-by-step deepening backtracking search is used.
The development environment is vs2013, c++ language
Algorithm steps:
1. Get the number n to be transformed and the number m to be transformed from the keyboard.
2. Set the number of transformation k to 1, and use search(1, n) to perform a backtracking search. If it is found, output the result ; Otherwise, increment k once and continue searching until the maximum number of transformations is found or exceeded.
3. search (dep, n) recursive backtracking search, each time 3*n and n/2, and continue from these two branches to two branches, until it finds or exceeds the limit.
4. Algorithm time complexity: Because it is a sorting tree, it is O(n!)
// ConsoleApplication1.cpp : 定义控制台应用程序的入口点。
//
#include "stdafx.h"
#include"iostream"
using namespace std;
static int n;//要变换的数
static int m;//要变换成的数
static int k;//变换的次数
static bool found;//查找结果
static int result[100];//最多变换100次
bool search(int dep, int n);
void compute();
int fg(int n, int i);
void compute(){
k = 1;
found = false;
while (!search(1, n)){
k++;
if (k > 100)
break;
if (found)
break;
}
}
bool search(int dep, int n){
//search实现回溯搜索
if (dep>k){
return false;
}
for (int i = 0; i<2; i++){
int num = n;
num = fg(num, i);
result[dep] = i;
if (num == m || search(dep + 1, num)){
found = true;
return true;
}
}
return false;
}
int fg(int n, int i){
if (i == 0)
return n / 2;
else
return 3 * n;
}
void main(){
cout << "输入要变换的数: ";
cin >> n ;
cout << "输入要变换成的数: ";
cin >> m ;
for (int i = 0; i<99; i++){
result[i] = 0;
}
compute();
if (found){
cout << "运算次数:" << k << "次" << endl;
cout << "运算过程:";
for (int i = k; i >= 1; i--){
if (result[i] == 0)
cout << "g";
else if (result[i] == 1)
cout << "f";
}
cout << endl;
}
else{
cout <<n<<"无法变换成"<<m <<endl;
}
system("pause");
}