Читать книгу Nature-Inspired Algorithms and Applications - Группа авторов - Страница 12

N.M. Saravana Kumar1*, K. Hariprasath2, N. Kaviyavarshini2 and A. Kavinya2

1Department of Artificial Intelligence and Data Science, M Kumarasamy College of Engineering, Karur, India

2Department of Information Technology, Vivekanandha College of Engineering for Women, Namakkal, India

Abstract

Nature-inspired algorithms have significance in solving many problems. This chapter provides an overview of nature-inspired algorithms like bio-inspired algorithm, swarm intelligence algorithm, and physical and chemical system–based algorithm. Many real-world problems are solved using nature-inspired algorithms and the role of optimization plays an important role. This chapter covers the basic working and classification of nature-inspired algorithms along with its area of applications. The purpose and its significance of each and every algorithm have been described. Also, the applications of algorithms comprise most of the real-time problems.

Keywords: Nature-inspired, bio-inspired, evolutionary computing, swarm intelligence, optimization, applications