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What are the steps to solve a dynamic programming problem?

An example of an AI chatbot conversation about solving dynamic programming problems step by step.

😀
You

Can you explain the steps to solve a dynamic programming problem?

MagicBuddy
MagicBuddy

Sure! The steps typically include defining the problem, identifying the subproblems, and formulating a recurrence relation.

😀
You

What do you mean by defining the problem?

MagicBuddy
MagicBuddy

Defining the problem involves clearly stating what you want to achieve, including the inputs and expected outputs.

😀
You

How do I identify the subproblems?

MagicBuddy
MagicBuddy

You identify subproblems by breaking down the main problem into smaller, manageable parts that can be solved independently.

😀
You

And what about the recurrence relation?

MagicBuddy
MagicBuddy

The recurrence relation expresses the solution of the problem in terms of the solutions to its subproblems, guiding the computation.

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