Russell Norvig Chapter 04: Searching Complex Environments
Metadata
Title: Searching Complex Environments
Number: 4
Coverage
While Russell Norvig Chapter 03: Solving Problems by Searching discussed limited environments, this chapter relaxes the environmental constraints to examine search in nondeterministic, partially observable, and dynamic environments. The chapter is divided into:
Local Search and Optimization Problems, covers hill-climbing, simulated annealing, and local beam searches, and their extension in Evolutionary Algorithms
Local Search in Continuous Spaces, covers the issue of how to manage the infinite branching factor of continuous spaces.