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1237. Find Positive Integer Solution for a Given Equation

Given a function f(x, y) and a value z, return all positive integer pairs x and y where f(x,y) == z.

The function is constantly increasing, i.e.:

  • f(x, y) < f(x + 1, y)
  • f(x, y) < f(x, y + 1)

The function interface is defined like this:

interface CustomFunction {
public:
  // Returns positive integer f(x, y) for any given positive integer x and y.
  int f(int x, int y);
};

For custom testing purposes you're given an integer function_id and a target z as input, where function_id represent one function from an secret internal list, on the examples you'll know only two functions from the list.

You may return the solutions in any order.

Example 1:

Input: function_id = 1, z = 5
Output: [[1,4],[2,3],[3,2],[4,1]]
Explanation: function_id = 1 means that f(x, y) = x + y

Example 2:

Input: function_id = 2, z = 5
Output: [[1,5],[5,1]]
Explanation: function_id = 2 means that f(x, y) = x * y

Constraints:

  • 1 <= function_id <= 9
  • 1 <= z <= 100
  • It's guaranteed that the solutions of f(x, y) == z will be on the range 1 <= x, y <= 1000
  • It's also guaranteed that f(x, y) will fit in 32 bit signed integer if 1 <= x, y <= 1000

Solutions (Python)

1. Brute Force

"""
   This is the custom function interface.
   You should not implement it, or speculate about its implementation
   class CustomFunction:
       # Returns f(x, y) for any given positive integers x and y.
       # Note that f(x, y) is increasing with respect to both x and y.
       # i.e. f(x, y) < f(x + 1, y), f(x, y) < f(x, y + 1)
       def f(self, x, y):
  
"""
class Solution:
    def findSolution(self, customfunction: 'CustomFunction', z: int) -> List[List[int]]:
        ret = []

        max_y = 1000
        for x in range(1, 1001):
            if customfunction.f(x, 1000) < z:
                continue
            if customfunction.f(x, 1) > z:
                break

            for y in range(1, max_y + 1):
                if customfunction.f(x, y) > z:
                    max_y = y - 1
                    break
                elif customfunction.f(x, y) == z:
                    ret.append([x, y])
                    max_y = y - 1
                    break

        return ret

2. Binary Search

"""
   This is the custom function interface.
   You should not implement it, or speculate about its implementation
   class CustomFunction:
       # Returns f(x, y) for any given positive integers x and y.
       # Note that f(x, y) is increasing with respect to both x and y.
       # i.e. f(x, y) < f(x + 1, y), f(x, y) < f(x, y + 1)
       def f(self, x, y):
  
"""
class Solution:
    def findSolution(self, customfunction: 'CustomFunction', z: int) -> List[List[int]]:
        ret = []
        min_x, max_x = 1, 1000

        l, r = 2, 1000
        while l <= r:
            m = (l + r) // 2
            if customfunction.f(m, 1000) < z:
                l = m + 1
            elif customfunction.f(m - 1, 1000) >= z:
                r = m - 1
            else:
                min_x = m
                break

        l, r = 1, 999
        while l <= r:
            m = (l + r) // 2
            if customfunction.f(m, 1) > z:
                r = m - 1
            elif customfunction.f(m + 1, 1) <= z:
                l = m + 1
            else:
                max_x = m
                break

        for x in range(min_x, max_x + 1):
            l, r = 1, 1000
            while l <= r:
                m = (l + r) // 2
                if customfunction.f(x, m) < z:
                    l = m + 1
                elif customfunction.f(x, m) > z:
                    r = m - 1
                else:
                    ret.append([x, m])
                    break

        return ret

3. Two Pointers

"""
   This is the custom function interface.
   You should not implement it, or speculate about its implementation
   class CustomFunction:
       # Returns f(x, y) for any given positive integers x and y.
       # Note that f(x, y) is increasing with respect to both x and y.
       # i.e. f(x, y) < f(x + 1, y), f(x, y) < f(x, y + 1)
       def f(self, x, y):

"""
class Solution:
    def findSolution(self, customfunction: 'CustomFunction', z: int) -> List[List[int]]:
        ret = []
        x, y = 1, 1000

        while x < 1001 and y > 0:
            if customfunction.f(x, y) > z:
                y -= 1
            elif customfunction.f(x, y) < z:
                x += 1
            else:
                ret.append([x, y])
                x += 1
                y -= 1

        return ret