15.071 | Spring 2017 | Graduate

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8.3 Radiation Therapy: An Application of Linear Optimization

8.3 Radiation Therapy: An Application of Linear Optimization

Quick Question

In the next video, we’ll be formulating the IMRT problem as a linear optimization problem. What do you think the decision variables in our problem will be?

 
 
 
 

Explanation We get to decide the beamlet intensities - these will be the decision variables in our optimization problem. The amount of radiation to the tumor will be computed using the beamlet intensities, but we also want to make sure we know the amount of radiation to healthy tissue. The intensities of the beams would have been the decision variables in traditional radiation therapy, and the shape of the tumor is data.

Continue: Video 2: An Optimization Problem

Course Info

As Taught In
Spring 2017
Level
Learning Resource Types
Lecture Videos
Lecture Notes
Problem Sets with Solutions