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The firefly algorithm (FA) (Qin et al., 2021) is a stochastic optimization algorithm that simulates a firefly using its luminescent properties to sense and move toward a firefly with a better location, thus achieving a location update process.
Sep 29, 2020 · Firefly Algorithm (FA) is one of the popular algorithm of Swarm Intelligence domain that can be used in most of the areas of optimization. FA and its variants are simple to implement and easily understood. These can be used to successfully solve the problems of different areas.
In mathematical optimization, the firefly algorithm is a metaheuristic proposed by Xin-She Yang and inspired by the flashing behavior of fireflies.
Dec 1, 2013 · The firefly algorithm has become an increasingly important tool of Swarm Intelligence that has been applied in almost all areas of optimization, as well as engineering practice. Many problems from various areas have been successfully solved using the firefly algorithm and its variants.
This paper intends to provide a detailed description of a new Firefly Algorithm (FA) for multimodal optimization applications. We will compare the proposed firefly algorithm with other metaheuristic algorithms such as particle swarm optimization (PSO).
Nov 14, 2020 · Firefly Algorithm (FA) is a metaheuristic algorithm which is categorized as one of the fast-growing swarm intelligence algorithms. Based on the flashing pattern of light and their intelligent behavior, FA can solve problems in all fields of optimization and is very useful for solving complex mathematical and engineering problems.
Feb 20, 2023 · In this tutorial, we learned about a metaheuristic algorithm called the firefly algorithm. First and foremost, we refreshed our knowledge about metaheuristics. Then, we looked into the implementation steps of the firefly algorithm. Finally, we discussed the applications and use cases of the firefly algorithm.
Firefly algorithm (FA) is a recent technique inspired by randomized solutions described as fireflies, and brightness is correlated to the fitness values. From: Computer Science Review, 2021. Add to Mendeley. Set alert. About this page. Featured on this page. Contents. Chapters and Articles.
Apr 9, 2020 · The Firefly Algorithm: An Introduction. April 2020. Authors: Xin-She Yang. Middlesex University, UK. References (4) Abstract. This presentation introduces the standard Firefly Algorithm (FA),...
Aug 18, 2013 · Firefly algorithm appeared in about five years ago, its literature has expanded dramatically with diverse applications. In this paper, we will briefly review the fundamentals of firefly algorithm together with a selection of recent publications.
