Analysis of Algorithms

Analysis of optimization algorithms can be carried out from different perspectives. This chapter first highlights the essence of optimization algorithms, followed by the brief introduction of some commonly used nature-inspired algorithms. Then, parameter tuning and parameter control are discussed in the context of algorithm analysis and performance.