This paper describes the comparison of dynamic adjustment parameters in the firefly algorithm using type-1 and type-2 fuzzy logic for the optimization of a fuzzy controller. The …
This article focuses on the dynamic parameter adaptation in the harmony search algorithm using Type-1 and interval Type-2 fuzzy logic. In particular, this work focuses on the …
The main goal of this paper is to present the performance of two popular algorithms, the first is the Firefly Algorithm (FA) and the second one is the Grey Wolf Optimizer (GWO) algorithm …
This paper proposes a novel method based on interval type-2 fuzzy logic for the adaptive harmony search algorithm. Based on a study carried out previously it is decided to use a …
Currently, we are in the digital era, where robotics, with the help of the Internet of Things (IoT), is exponentially advancing, and in the technology market we can find multiple devices …
Recently, fuzzy logic has allowed complex systems to be designed and controlled more effectively than traditional approaches, since it provides a simple way to handle noisy or …
F Valdez, H Carreon-Ortiz, O Castillo - Mycorrhiza Optimization Algorithm, 2023 - Springer
Heuristic methods are used to search for solutions by trial and error, while metaheuristics are considered high-level methods because they use information and solution selection to …
A new optimization metaheuristic algorithm based on the mechanisms of self-defense of plants in nature in this work is presented. The proposed optimization algorithm is applied to …