Chapter 4. Making Decisions with the Help of Science
In this chapter, we will cover those algorithms that assist in drawing educated conclusions from a few statements about various optimization or machine learning problems that we have provided. We will elaborate on the following recipes:
- Designing a live recommendation engine
- Resolving cost and profit optimization problems
- Finding an optimal path in a graph
- Summarizing text by extracting the most representative sentences