给定一个成对的数组,其中每个对代表一个范围,任务是找到数组的连续元素之间的最小差之和,该数组按以下方式填充:
- 数组的每个元素都位于范围数组中其对应索引处给定的范围内。
- 形成的阵列中连续元素之差的最终总和最小。
例子:
Input: range[] = {{2, 4}, {3, 6}, {1, 5}, {1, 3}, {2, 7}}
Output: 0
The result is 0 because the array {3, 3, 3, 3, 3} is choosen
then the sum of difference of consecutive element will be
{ |3-3| + |3-3| + |3-3| + |3-3| } = 0 which the minimum.
Input: range[] = {{1, 3}, {2, 5}, {6, 8}, {1, 2}, {2, 3}}
Output: 7
The result is 7 because if the array {3, 3, 6, 2, 2} is choosen
then the sum of difference of consecutive element will be
{ |3-3| + |6-3| + |2-6| + |2-2| }= 7 which is the minimum.
方法:采用贪婪的方法来解决上述问题。最初,我们必须以这样一种方式填充数组,使得所获得的差异之和最小。贪婪的方法如下:
- 如果先前索引的范围与当前索引的范围相交,则在这种情况下,最小差异将为0,并存储相交范围的最大值和最小值。
- 如果先前索引范围的最小值大于当前索引的最大值,则在这种情况下,最小可能的和是先前范围的最小值与当前范围存储的最大值之差。
- 如果先前索引的最高范围低于当前范围的最小值,则最小总和为当前索引存储的最小值与先前索引的最高范围之差。
下面是上述方法的实现:
C++
// C++ program for finding the minimum sum of
// difference between consecutive elements
#include
using namespace std;
// function to find minimum sum of
// difference of consecutive element
int solve(pair v[], int n)
{
// ul to store upper limit
// ll to store lower limit
int ans, ul, ll;
// storethe lower range in ll
// and upper range in ul
ll = v[0].first;
ul = v[0].second;
// inititalize the answer with 0
ans = 0;
// iterate for all ranges
for (int i = 1; i < n; i++) {
// case 1, in this case the difference will be 0
if ((v[i].first <= ul && v[i].first >= ll) ||
(v[i].second >= ll && v[i].second <= ul)) {
// change upper limit and lower limit
if (v[i].first > ll) {
ll = v[i].first;
}
if (v[i].second < ul) {
ul = v[i].second;
}
}
// case 2
else if (v[i].first > ul) {
// store the difference
ans += abs(ul - v[i].first);
ul = v[i].first;
ll = v[i].first;
}
// case 3
else if (v[i].second < ll) {
// store the difference
ans += abs(ll - v[i].second);
ul = v[i].second;
ll = v[i].second;
}
}
return ans;
}
// Driver code
int main()
{
// array of range
pair v[] = { { 1, 3 }, { 2, 5 },
{ 6, 8 }, { 1, 2 }, { 2, 3 } };
int n = sizeof(v) / sizeof(v[0]);
cout << solve(v, n) << endl;
return 0;
}
Java
// Java program for finding the
// minimum sum of difference
// between consecutive elements
import java.io.*;
class GFG
{
// function to find minimum
// sum of difference of
// consecutive element
static int solve(int[][] v, int n)
{
// ul to store upper limit
// ll to store lower limit
int ans, ul, ll;
int first = 0;
int second = 1;
// storethe lower range
// in ll and upper range
// in ul
ll = v[0][first];
ul = v[0][second];
// inititalize the
// answer with 0
ans = 0;
// iterate for all ranges
for (int i = 1; i < n; i++)
{
// case 1, in this case
// the difference will be 0
if ((v[i][first] <= ul &&
v[i][first] >= ll) ||
(v[i][second] >= ll &&
v[i][second] <= ul))
{
// change upper limit
// and lower limit
if (v[i][first] > ll)
{
ll = v[i][first];
}
if (v[i][second] < ul)
{
ul = v[i][second];
}
}
// case 2
else if (v[i][first] > ul)
{
// store the difference
ans += Math.abs(ul - v[i][first]);
ul = v[i][first];
ll = v[i][first];
}
// case 3
else if (v[i][second] < ll)
{
// store the difference
ans += Math.abs(ll - v[i][second]);
ul = v[i][second];
ll = v[i][second];
}
}
return ans;
}
// Driver code
public static void main(String []args)
{
// array of range
int[][] v = {{ 1, 3 }, { 2, 5 },
{ 6, 8 }, { 1, 2 },
{ 2, 3 }};
int n = 5;
System.out.println(solve(v, n));
}
}
// This code is contributed
// by chandan_jnu
Python
# Python program for finding
# the minimum sum of difference
# between consecutive elements
class pair:
first = 0
second = 0
def __init__(self, a, b):
self.first = a
self.second = b
# function to find minimum
# sum of difference of
# consecutive element
def solve(v, n):
# ul to store upper limit
# ll to store lower limit
ans = 0; ul = 0; ll = 0;
# storethe lower range
# in ll and upper range
# in ul
ll = v[0].first
ul = v[0].second
# inititalize the
# answer with 0
ans = 0
# iterate for all ranges
for i in range(1, n):
# case 1, in this case
# the difference will be 0
if (v[i].first <= ul and
v[i].first >= ll) or \
(v[i].second >= ll and
v[i].second <= ul):
# change upper limit
# and lower limit
if v[i].first > ll:
ll = v[i].first
if v[i].second < ul:
ul = v[i].second;
# case 2
elif v[i].first > ul:
# store the difference
ans += abs(ul - v[i].first)
ul = v[i].first
ll = v[i].first
# case 3
elif v[i].second < ll:
# store the difference
ans += abs(ll - v[i].second);
ul = v[i].second;
ll = v[i].second;
return ans
# Driver code
# array of range
v = [pair(1, 3), pair(2, 5),
pair(6, 8), pair(1, 2),
pair(2, 3) ]
n = len(v)
print(solve(v, n))
# This code is contributed
# by Harshit Saini
C#
// C# program for finding the
// minimum sum of difference
// between consecutive elements
using System;
class GFG
{
// function to find minimum
// sum of difference of
// consecutive element
static int solve(int[,] v, int n)
{
// ul to store upper limit
// ll to store lower limit
int ans, ul, ll;
int first = 0;
int second = 1;
// storethe lower range
// in ll and upper range
// in ul
ll = v[0, first];
ul = v[0, second];
// inititalize the
// answer with 0
ans = 0;
// iterate for all ranges
for (int i = 1; i < n; i++)
{
// case 1, in this case
// the difference will be 0
if ((v[i, first] <= ul &&
v[i, first] >= ll) ||
(v[i, second] >= ll &&
v[i, second] <= ul))
{
// change upper limit
// and lower limit
if (v[i, first] > ll)
{
ll = v[i, first];
}
if (v[i, second] < ul)
{
ul = v[i, second];
}
}
// case 2
else if (v[i, first] > ul)
{
// store the difference
ans += Math.Abs(ul - v[i, first]);
ul = v[i, first];
ll = v[i, first];
}
// case 3
else if (v[i, second] < ll)
{
// store the difference
ans += Math.Abs(ll - v[i, second]);
ul = v[i, second];
ll = v[i, second];
}
}
return ans;
}
// Driver code
static void Main()
{
// array of range
int[,] v = new int[5,2]{ { 1, 3 }, { 2, 5 },
{ 6, 8 }, { 1, 2 },
{ 2, 3 } };
int n = 5;
Console.WriteLine(solve(v, n));
}
}
// This code is contributed
// by chandan_jnu
PHP
= $ll) or
($v[$i][$second] >= $ll and
$v[$i][$second] <= $ul))
{
// change upper limit
// and lower limit
if ($v[$i][$first] > $ll)
{
$ll = $v[$i][$first];
}
if ($v[$i][$second] < $ul)
{
$ul = $v[$i][$second];
}
}
// case 2
else if ($v[$i][$first] > $ul)
{
// store the difference
$ans += abs($ul - $v[$i][$first]);
$ul = $v[$i][$first];
$ll = $v[$i][$first];
}
// case 3
else if ($v[$i][$second] < $ll)
{
// store the difference
$ans += abs($ll - $v[$i][$second]);
$ul = $v[$i][$second];
$ll = $v[$i][$second];
}
}
return $ans;
}
// Driver code
// array of range
$v = array(array( 1, 3 ),
array( 2, 5 ),
array( 6, 8 ),
array( 1, 2 ),
array( 2, 3 ));
$n = 5;
echo(solve($v, $n));
// This code is contributed
// by chandan_jnu
?>
7
时间复杂度: O(N)
辅助空间: O(1)
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