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Dynamic programming
- Narrated by: Virtual Voice
- Length: 18 hrs and 12 mins
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Dynamic programming
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This title uses virtual voice narration
Publisher's summary
Dynamic programming has a wide range of applications, from solving complex optimization problems in operations research and economics to computer science and artificial intelligence. Some well-known examples of dynamic programming algorithms include the Fibonacci sequence, the Knapsack problem, and the shortest path problem in graphs.
To apply dynamic programming, one typically needs to identify the optimal substructure of the problem and determine how to efficiently compute the solutions to the subproblems. Dynamic programming algorithms can be categorized as either top-down (memoization) or bottom-up (tabulation) approaches, depending on the order in which subproblems are solved.
Overall, dynamic programming is a powerful technique that has revolutionized the way we solve optimization problems in various fields, and continues to be an active area of research and development.
This book focuses on the Dynamic Programming and various algorithmic approaches integrated with it.
This book is an excellent resource for learning the Dynamic Programming. It contains a lot of theoretical knowledge and practical examples. It covers Tabular, Memoization, Bottom-up, Top-down, Divide-and-conquer, Multistage, Convex, Parallel, Online, and Stochastic approaches. Each topic is placed in a study-centric format with introductions, implementations and practical examples.
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