Fundamentals
摘要
This chapter introduces the fundamentals of optimization. These fundamentals include the definition of fitness landscapes, properties of fitness landscapes, and computational complexity. They help us more profoundly understand optimization, especially in understanding the difficulties in solving optimization problems. They will lay the foundation for learning and designing optimization methods.