How does Probabilistic dynamic programming differ from deterministic dynamic programming?
How does Probabilistic dynamic programming differ from deterministic dynamic programming?
Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
Problem 1PE
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How does Probabilistic dynamic
Expert Solution
Step 1
DYNAMIC PROGRAMMING:
- Dynamic programming is basically a technique which is used to solve various kinds of optimization problems by dividing the complete problem in smaller sub problems.
- This technique uses the concept that the optimal solution of the complete problem depends on the optimal solution of the smaller sub problems.
- Their are basically two characteristics of the dynamic programming which are:
- Overlapping Sub problems
- Optimal Substructure property
- Their are two methods using which the dynamic programming problems are solved:
- Top down with Memoization
- Bottom up with Tabulation
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