title: Dynamic Programming Set 14 Maximum Sum Increasing Subsequence
signature: pub fn dynamic_programming_set_14_maximum_sum_increasing_subsequence(arr: Vec<i32>, n: i32) -> i32 {
test_code: use std::collections::HashMap;
  use std::collections::HashSet;
  use std::cmp::*;
  use std::collections::*;
  use std::fmt::*; 
  
  
  // SOLUTION CODE
  // ============================================
  PLACEHOLDER_CODE_BODY
  
  // TESTING CODE 
  // ============================================
  pub fn validate_solution(actual: i32, expected: i32)->bool{
  return actual==expected
  }
  pub fn driver(arr: Vec<i32>, n: i32, expected: i32)->String{
      if validate_solution(PLACEHOLDER_FN_NAME(arr, n), expected) {
        return "PASSED".to_string();
      };
      return "FAILED".to_string();
  
  }
  
  fn main() {
      println!("TEST-0...{}", driver(
        Vec::from([4, 5, 7, 12, 23, 31, 31, 45, 47, 60, 67, 70, 84, 85, 91, 96]), 11, 
        301
      ));
      
      println!("TEST-1...{}", driver(
        Vec::from([-88, -38, -50, -14, 36, -32, 0, -8, -12, -62, -46, 66, -46, -26, 6, -44, 14, -74, -84, 52, -28]), 18, 
        102
      ));
      
      println!("TEST-2...{}", driver(
        Vec::from([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]), 39, 
        1
      ));
      
      println!("TEST-3...{}", driver(
        Vec::from([85, 42, 7, 35, 35, 21, 97, 59, 88, 50, 12, 44, 85, 22, 38, 23, 42, 61, 44, 63, 23, 69, 28, 17, 73, 20, 71, 80, 15, 42, 28, 10, 56, 77, 43]), 26, 
        396
      ));
      
      println!("TEST-4...{}", driver(
        Vec::from([-92, -82, -82, -74, -72, -68, -68, -66, -60, -54, -42, -38, -36, -32, -30, -16, -14, -12, -10, 14, 24, 28, 34, 34, 38, 42, 44, 52, 70, 72, 80, 84, 86, 94]), 32, 
        582
      ));
      
      println!("TEST-5...{}", driver(
        Vec::from([0, 1, 1, 1, 1, 1, 0, 1, 1, 0, 1, 0, 0, 0]), 8, 
        1
      ));
      
      println!("TEST-6...{}", driver(
        Vec::from([33]), 0, 
        0
      ));
      
      println!("TEST-7...{}", driver(
        Vec::from([76, 86, 46, -70, 92, 6, 70, -66, 64, 46, 86, -42, -46, -24, 8, 76, 4, -96, -86, 18, 70, -72, -56, -88, -96, 62, 22, 20, 42]), 21, 
        254
      ));
      
      println!("TEST-8...{}", driver(
        Vec::from([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]), 24, 
        0
      ));
      
      println!("TEST-9...{}", driver(
        Vec::from([25, 46, 41, 61, 93, 29, 65, 24, 10, 89, 22, 51, 18, 65, 70, 59, 87, 82, 97, 99, 15, 64, 20, 97, 12, 23, 76]), 20, 
        550
      ));
      
  }
source_py: def dynamic_programming_set_14_maximum_sum_increasing_subsequence(arr, n):
      max = 0
      msis = [0 for x in range(n)]
      for i in range(n):
          msis[i] = arr[i]
      for i in range(1, n):
          for j in range(i):
              if ((arr[i] > arr[j]) and (msis[i] < (msis[j] + arr[i]))):
                  msis[i] = (msis[j] + arr[i])
      for i in range(n):
          if (max < msis[i]):
              max = msis[i]
      return max
source_cpp: int dynamic_programming_set_14_maximum_sum_increasing_subsequence(vector<int> arr, int n) {
    int i, j, max = 0;
    int msis [ n ];
    for ( i = 0;
    i < n;
    i ++ ) msis [ i ] = arr [ i ];
    for ( i = 1;
    i < n;
    i ++ ) for ( j = 0;
    j < i;
    j ++ ) if ( arr [ i ] > arr [ j ] && msis [ i ] < msis [ j ] + arr [ i ] ) msis [ i ] = msis [ j ] + arr [ i ];
    for ( i = 0;
    i < n;
    i ++ ) if ( max < msis [ i ] ) max = msis [ i ];
    return max;
  }