Towards Applying River Formation Dynamics in Continuous Optimization Problems

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Rabanal Basalo, Pablo Manuel and Rodríguez Laguna, Ismael and Rubio Díez, Fernando (2019) Towards Applying River Formation Dynamics in Continuous Optimization Problems. Lecture Notes in Computer Science, 11507 . pp. 823-832. ISSN 0302-9743

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Official URL: https://doi.org/10.1007/978-3-030-20518-8_68



Abstract

River Formation Dynamics (RFD) is a metaheuristic that has been successfully used by different research groups to deal with a wide variety of discrete combinatorial optimization problems. However, no attempt has been done to adapt it to continuous optimization domains. In this paper we propose a first approach to obtain such objective, and we evaluate its usefulness by comparing RFD results against those obtained by other more mature metaheuristics for continuous domains. In particular, we compare with the results obtained by Particle Swarm Optimization, Artificial Bee Colony, Firefly Algorithm, and Social Spider Optimization.


Item Type:Article
Uncontrolled Keywords:Swarm Intelligence, Metaheuristics, Optimization, River Formation Dynamics
Subjects:Sciences > Computer science > Artificial intelligence
Sciences > Computer science > Computer programming
Sciences > Computer science > Software
ID Code:71706
Deposited On:06 Apr 2022 12:08
Last Modified:06 Apr 2022 12:08

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