Application aspects of nature-inspired optimization algorithms
Abhinav Kumar, Subodh P. Srivastava, Vinay Kumar, Niharika Kulshrestha · Institution of Engineering and Technology eBooks · 2023
In today's time, there are numerous nature-inspired optimization algorithms (NIOAs) that help to achieve fast computation with maximum profit and minimum cost. They are widely used in various fields of engineering, management, and science due to their effectiveness in solving complex optimization problems. This chapter attempts to address the application aspects of NIOAs. It begins with the definition of NIOAs. In addition to that, it also deals with its implementation and parameter tunning. Furthermore, it also presents a study on constrained and unconstrained optimization. Later, it covers the feature selection and practical engineering applications of NIOAs.