PPT-1 Dynamic Programming (1)

2 Dynamic Programming The dynamic programming archetype is used to solve problems that can be defined by recurrences with overlapping subproblems Invented by mathematician Richard Bellman in the . Dynamic Programming. Dynamic programming is a useful mathematical technique for making a sequence of interrelated decisions. It provides a systematic procedure for determining the optimal combination of decisions.. ". Thus, I thought . dynamic programming . was a good name. It was something not even a Congressman could object to. So I used it as an umbrella for my . activities". - Richard E. Bellman. Origins. A method for solving complex problems by breaking them into smaller, easier, sub problems. Originally the “Tabular Method”. Key idea:. Problem solution has one or more . subproblems. that can be solved recursively. The . subproblems. are overlapping. The same . subproblem. will get solved multiple times. The Desired Brand Effect Stand Out in a Saturated Market with a Timeless Brand The Desired Brand Effect Stand Out in a Saturated Market with a Timeless Brand The Desired Brand Effect Stand Out in a Saturated Market with a Timeless Brand The Desired Brand Effect Stand Out in a Saturated Market with a Timeless Brand Basic Algorithm Design Techniques. Divide and conquer. Dynamic Programming. Greedy. Common Theme: To solve a large, complicated problem, break it into many smaller sub-problems.. Dynamic Programming. Presentation for use with the textbook, . Algorithm Design and Applications. , by M. T. Goodrich and R. Tamassia, Wiley, 2015. Application: DNA Sequence Alignment. DNA sequences can be viewed as strings of . Dynamic Apex. Enables you to create more flexible applications by providing you the ability to access . sObject. and field metadata descriptions.. Allows you to write dynamic SOQL and SOSL queries and dynamic DML..