A Brief Tutorial on Optimization Problems, Optimization Algorithms, Meta-Heuristics, and Swarm Intelligence

Seyedali Mirjalili, Can B. Kalayci, Anupam Biswas

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

Abstract

This chapter provides preliminaries and essential definitions in optimization, meta-heuristics, and swarm intelligence. It starts with different components of optimization problems, formulations, and categories. Conventional and recent optimization algorithms to optimize such problems are then discussed. The chapter is finished by focusing on meta-heuristics and swarm intelligence algorithms as the emerging and most widely used optimization algorithms lately in both science and industry.

Original languageEnglish
Title of host publicationStudies in Computational Intelligence
PublisherSpringer Science and Business Media Deutschland GmbH
Pages3-14
Number of pages12
DOIs
Publication statusPublished - 2023

Publication series

NameStudies in Computational Intelligence
Volume1054
ISSN (Print)1860-949X
ISSN (Electronic)1860-9503

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