High DP Question 183 of 224

How do you maximize coins from bursting balloons?

DSA interview set · Speak this in 60–90 seconds · Faridabad & Delhi NCR

PICTURE THIS: HOW TO EXPLAIN IT

IdeaDP
HowWhat happens inside
Why they askShows real use

Simple meaning

Interval DP over the last balloon burst in a range: dp[l][r] = max over k of nums[l]*nums[k]*nums[r] + dp[l][k] + dp[k][r], after padding 1s.

1

WHY — DP instead of guessing?

Why interviewers care about DP:

This is a process

question about DP.

Panels listen for order,

trade-offs, and what you would actually do on a DSA project - not buzzwords.

Stay structured

Name the idea, why it exists, then one short example.

Close cleanly

End with when you use it and one common pitfall.

2

STEPS — What happens step by step?

Before you speak the answer, walk the interviewer through these steps:

  1. 1
    Interval DP over the

    last balloon burst in a range: dp[l][r] = max over k of nums[l]*nums[k]*nums[r] + dp[l][k] + dp[k][r], after padding 1s.

  2. 2
    Time is O(n^3) and

    space is O(n^2).

  3. 3
    Greedy bursting smallest first

    is not optimal.

  4. 4
    Give an example

    One tiny concrete case you can say aloud.

  5. 5
    Common mistake

    What juniors usually get wrong.

  6. 6
    Close

    When you pick this over the alternative.

3

EXAMPLE — See it in action

Here's a short line you can speak, broken into clear beats:

Say this line
“Time is O(n^3) and space is O(n^2).”
Break into beats
TimeisOn3and
Speaking order
2987408337471632900

Note: Adapt this scaffold to your own project — keep it under 60–90 seconds.

Key takeaway

Interval DP over the last balloon burst in a range: dp[l][r] = max over k of nums[l]*nums[k]*nums[r] + dp[l][k] + dp[k][r], after padding 1s. Time is O(n^3) and space is O(n^2).

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