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Which data structure is commonly used in Dynamic Programming to store intermediate results?
- a)Array
- b)Linked List
- c)Stack
- d)Queue
Correct answer is option 'A'. Can you explain this answer?
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Most Upvoted Answer
Which data structure is commonly used in Dynamic Programming to store ...
Array in Dynamic Programming
Dynamic Programming is a technique used to solve problems by breaking them down into simpler subproblems. To efficiently store and retrieve intermediate results during the computation, an array is commonly used as a data structure.
Efficient storage of results
- Arrays provide constant-time access to elements, allowing for quick retrieval of stored intermediate results.
- The index of the array can be used to represent the subproblem, making it easy to organize and access the results.
Optimal substructure
- Dynamic Programming relies on the principle of optimal substructure, where the optimal solution to a problem can be constructed from optimal solutions to its subproblems.
- By storing intermediate results in an array, we can leverage these subproblems and build up to the final solution efficiently.
Space complexity
- While arrays are efficient for storing intermediate results, it is essential to consider the space complexity.
- Dynamic Programming algorithms often require careful management of memory to ensure that the array does not consume excessive space.
In conclusion, the use of an array as a data structure in Dynamic Programming helps in efficiently storing and accessing intermediate results, enabling the solving of complex problems by breaking them down into smaller subproblems.
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Community Answer
Which data structure is commonly used in Dynamic Programming to store ...
Dynamic Programming often uses an array or a table to store intermediate results, which can be referenced and utilized to solve larger subproblems efficiently.
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Which data structure is commonly used in Dynamic Programming to store intermediate results?a)Arrayb)Linked Listc)Stackd)QueueCorrect answer is option 'A'. Can you explain this answer?
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