Array
Dynamic Programming
Description
You are given an integer array coins
(1-indexed ) of length n
and an integer maxJump
. You can jump to any index i
of the array coins
if coins[i] != -1
and you have to pay coins[i]
when you visit index i
. In addition to that, if you are currently at index i
, you can only jump to any index i + k
where i + k <= n
and k
is a value in the range [1, maxJump]
.
You are initially positioned at index 1
(coins[1]
is not -1
). You want to find the path that reaches index n with the minimum cost.
Return an integer array of the indices that you will visit in order so that you can reach index n with the minimum cost. If there are multiple paths with the same cost, return the lexicographically smallest such path. If it is not possible to reach index n, return an empty array.
A path p1 = [Pa1 , Pa2 , ..., Pax ]
of length x
is lexicographically smaller than p2 = [Pb1 , Pb2 , ..., Pbx ]
of length y
, if and only if at the first j
where Paj
and Pbj
differ, Paj < Pbj
; when no such j
exists, then x < y
.
Example 1:
Input: coins = [1,2,4,-1,2], maxJump = 2
Output: [1,3,5]
Example 2:
Input: coins = [1,2,4,-1,2], maxJump = 1
Output: []
Constraints:
1 <= coins.length <= 1000
-1 <= coins[i] <= 100
coins[1] != -1
1 <= maxJump <= 100
Solutions
Solution 1
Python3 Java C++ Go TypeScript
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21 class Solution :
def cheapestJump ( self , coins : List [ int ], maxJump : int ) -> List [ int ]:
if coins [ - 1 ] == - 1 :
return []
n = len ( coins )
f = [ inf ] * n
f [ - 1 ] = coins [ - 1 ]
for i in range ( n - 2 , - 1 , - 1 ):
if coins [ i ] != - 1 :
for j in range ( i + 1 , min ( n , i + maxJump + 1 )):
if f [ i ] > f [ j ] + coins [ i ]:
f [ i ] = f [ j ] + coins [ i ]
if f [ 0 ] == inf :
return []
ans = []
s = f [ 0 ]
for i in range ( n ):
if f [ i ] == s :
s -= coins [ i ]
ans . append ( i + 1 )
return ans
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32 class Solution {
public List < Integer > cheapestJump ( int [] coins , int maxJump ) {
int n = coins . length ;
List < Integer > ans = new ArrayList <> ();
if ( coins [ n - 1 ] == - 1 ) {
return ans ;
}
int [] f = new int [ n ] ;
final int inf = 1 << 30 ;
Arrays . fill ( f , inf );
f [ n - 1 ] = coins [ n - 1 ] ;
for ( int i = n - 2 ; i >= 0 ; -- i ) {
if ( coins [ i ] != - 1 ) {
for ( int j = i + 1 ; j < Math . min ( n , i + maxJump + 1 ); ++ j ) {
if ( f [ i ] > f [ j ] + coins [ i ] ) {
f [ i ] = f [ j ] + coins [ i ] ;
}
}
}
}
if ( f [ 0 ] == inf ) {
return ans ;
}
for ( int i = 0 , s = f [ 0 ] ; i < n ; ++ i ) {
if ( f [ i ] == s ) {
s -= coins [ i ] ;
ans . add ( i + 1 );
}
}
return ans ;
}
}
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31 class Solution {
public :
vector < int > cheapestJump ( vector < int >& coins , int maxJump ) {
int n = coins . size ();
vector < int > ans ;
if ( coins [ n - 1 ] == -1 ) {
return ans ;
}
int f [ n ];
const int inf = 1 << 30 ;
f [ n - 1 ] = coins [ n - 1 ];
for ( int i = n - 2 ; ~ i ; -- i ) {
f [ i ] = inf ;
if ( coins [ i ] != -1 ) {
for ( int j = i + 1 ; j < min ( n , i + maxJump + 1 ); ++ j ) {
f [ i ] = min ( f [ i ], f [ j ] + coins [ i ]);
}
}
}
if ( f [ 0 ] == inf ) {
return ans ;
}
for ( int i = 0 , s = f [ 0 ]; i < n ; ++ i ) {
if ( f [ i ] == s ) {
s -= coins [ i ];
ans . push_back ( i + 1 );
}
}
return ans ;
}
};
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29 func cheapestJump ( coins [] int , maxJump int ) ( ans [] int ) {
n := len ( coins )
if coins [ n - 1 ] == - 1 {
return
}
f := make ([] int , n )
f [ n - 1 ] = coins [ n - 1 ]
const inf = 1 << 30
for i := n - 2 ; i >= 0 ; i -- {
f [ i ] = inf
if coins [ i ] != - 1 {
for j := i + 1 ; j < n && j < i + maxJump + 1 ; j ++ {
if f [ i ] > f [ j ] + coins [ i ] {
f [ i ] = f [ j ] + coins [ i ]
}
}
}
}
if f [ 0 ] == inf {
return
}
for i , s := 0 , f [ 0 ]; i < n ; i ++ {
if f [ i ] == s {
s -= coins [ i ]
ans = append ( ans , i + 1 )
}
}
return
}
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27 function cheapestJump ( coins : number [], maxJump : number ) : number [] {
const n = coins . length ;
const ans : number [] = [];
if ( coins [ n - 1 ] == - 1 ) {
return ans ;
}
const inf = 1 << 30 ;
const f : number [] = new Array ( n ). fill ( inf );
f [ n - 1 ] = coins [ n - 1 ];
for ( let i = n - 2 ; i >= 0 ; -- i ) {
if ( coins [ i ] !== - 1 ) {
for ( let j = i + 1 ; j < Math . min ( n , i + maxJump + 1 ); ++ j ) {
f [ i ] = Math . min ( f [ i ], f [ j ] + coins [ i ]);
}
}
}
if ( f [ 0 ] === inf ) {
return ans ;
}
for ( let i = 0 , s = f [ 0 ]; i < n ; ++ i ) {
if ( f [ i ] == s ) {
s -= coins [ i ];
ans . push ( i + 1 );
}
}
return ans ;
}
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