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March 4, 2018 07:02
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Leetcode 91 - decode ways - analysis
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91. Decode Ways - hard level - medium level | |
A message containing letters from A-Z is being encoded to numbers using the following mapping: | |
'A' -> 1 | |
'B' -> 2 | |
... | |
'Z' -> 26 | |
Given an encoded message containing digits, determine the total number of ways to decode it. | |
For example, | |
Given encoded message "12", it could be decoded as "AB" (1 2) or "L" (12). | |
The number of ways decoding "12" is 2. | |
1 - 26 | |
1 2 5 1 5 | |
1 25 1 | |
15 | |
12 5 1 | |
15 | |
Output: the total number of ways to decode it | |
Example: | |
12 | |
could be decoded as | |
AB | |
L=> 12 | |
12=> message | |
could be decoded as L and AB | |
output=> 12 | |
1 2 | |
i j | |
while loop | |
less 26 | |
first*10+second | |
1 2 | |
1 | |
2 | |
1238 712 | |
xyz | |
top down | |
then cache results in a table - number of ways to decode dp[SIZE] -> dp[size - 1] | |
if num>=1 num<=26 | |
work on test case 1238712, build up a dynamic programming lookup table - | |
i->7 | |
0 1 2 <- index 3 3 | |
1 2 3<-dp table// | |
1 2 3 8 7 1 2 dp[index - ] | |
1 12 123 1238 12387 123871 1238712 - 12 -> current 2 do it alone + 1, previous 12 -> | |
------------------------------------------------------- | |
1 dp[0] + lookup("") dp[1](3 is C) + dp[0] (since 23 <= 26) | |
check 3 - c dp[i-1] + 23<=26? dp[i - 2] : 0 | |
2 - B - dp[0] | |
12 - L -decode("") dp[i] = dp[i - 1] + (23<=26)? dp[i -2]:0; i>= 1 | |
1 2 2 + 1 = 3 3 3 3 3 + 3 = 6 | |
-------------------------------------------------------------->bottom up dynamic programming | |
Analysis: | |
if value is 1-9, dp[i]+=dp[i-1] i >=1 | |
if check char(nums[i-1]* 10 +nums[i]) <= 26 and >0 so check if it's a lower case letter | |
then dp[i]+=(i == 1)? 1 : dp[i-2] | |
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