Optimization Problems and Algorithms
摘要
This chapter starts by highlighting some domains of practical problems where optimization is or can be commonly applied. Then, the focus is shifted to different problem classes based on the number of objectives, and also on the popular point- and population-based optimization algorithms. Finally, to contextualize the suitability of different optimization algorithms for different problem types, the No-free-lunch (NFL) theorem is discussed.