Multi-stage Optimization of Decision Trees with Some Applications

In this chapter, we consider multi-stage optimization technique for decision trees and two of its applications: study of totally optimal (simultaneously optimal relative to a number of cost functions) decision trees for Boolean functions, and improvement of bounds on depth of decision trees for diagnosis of circuits.