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Solution: Decode Ways

Explore how to decode a numeric string to all possible alphabetic interpretations by understanding dynamic programming principles. Learn to use a dp array or optimized variables to efficiently calculate decoding combinations. This lesson helps you apply dynamic programming to solve complex substring decoding challenges with optimal time and space complexity.

Statement

Given a string that has only positive digits, your task is to decode the string and determine the number of possible ways to decode it.

Consider the input string as an encoded message, where each digit in the string represents an alphabet from A to Z. For reference, let’s look at the mapping below:

"1" represents "A"

"2" represents "B"

"3" represents "C"

\dots

"26" represents "Z"

How to perform the decode operation?

To decode an encoded message, we have to check whether or not each digit in the string can be mapped onto the mapping above. There can be multiple ways to decode a string.

For example, the string "231012" can be decoded in the following ways:

  • Option 1 \rightarrow "2", "3", "10", "1", "2" \rightarrow "B", "C", "J", "A", "B"

  • Option 2 \rightarrow ...