Blog Posts Decision / Rules Management

How to Introduce Optimization

Blog: Decision Management Community

Prof. Warren B. Powell published a new book “A Modern Approach to Teaching an Introduction to Optimization“. He states: “Optimization should be the science of making the best decisions we canThe vast majority of optimization problems are used to make decisions that arise over time, which means they are sequential decision problems that have to be solved as new information continues to arrive. While he concentrates on the question “We need to modernize how we introduce students to optimization“, many of his observations are valid for bringing the optimization approach and supporting tools to business analysts. Free PDF

Some observations:

Many people with formal training will recognize a sequential decision problem as a dynamic program, which normally leads to sophisticated material based on Bellman’s equation.  The only time I use Bellman’s equation is to solve a simple deterministic shortest path problem.  Please keep in mind that while the academic community likes to bring a high level of sophistication to optimization problems that involve uncertainty, people deal with uncertainty all the time, and there are methods for solving these problems that are quite simple.


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