Fuzzy dynamic parameter adaptation in the harmony search algorithm for the optimization of the ball and beam controller

C Peraza, F Valdez, JR Castro… - Advances in Operations …, 2018 - Wiley Online Library
This paper presents a method for dynamic parameter adaptation in the harmony search
algorithm (HS) based on fuzzy logic. The adaptation is performed using Type 1 (FHS) …

Parameter optimization for membership functions of type-2 fuzzy controllers for autonomous mobile robots using the firefly algorithm

ML Lagunes, O Castillo, F Valdez, J Soria… - … : 37th Conference of the …, 2018 - Springer
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 …

Optimization of intelligent controllers using a type-1 and interval type-2 fuzzy harmony search algorithm

C Peraza, F Valdez, P Melin - Algorithms, 2017 - mdpi.com
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 …

CMOA—Continuous Mycorrhiza Optimization Algorithm

F Valdez, H Carreon-Ortiz, O Castillo - Mycorrhiza Optimization Algorithm, 2023 - Springer
CMOA—Continuous Mycorrhiza Optimization Algorithm Page 1 Chapter 5 CMOA—Continuous
Mycorrhiza Optimization Algorithm The Continuous Mycorrhiza Optimization Algorithm (CMOA) …

Constrained real-parameter optimization using the firefly algorithm and the grey wolf optimizer

L Rodríguez, O Castillo, M García, J Soria - Hybrid Intelligent Systems in …, 2020 - Springer
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 …

Improved method based on type-2 fuzzy logic for the adaptive harmony search algorithm

C Peraza, F Valdez, O Castillo - Fuzzy Logic Augmentation of Neural and …, 2018 - Springer
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 …

Comparative study of the conventional mathematical and fuzzy logic controllers for velocity regulation

F Valdez, O Castillo, C Caraveo, C Peraza - Axioms, 2019 - mdpi.com
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 …

Comparative study of conventional and interval type-2 fuzzy logic controllers for velocity regulation in lego mindstorms ev3 humanoids

F Valdez, O Castillo, C Caraveo, C Peraza - … : The Role of Fuzzy Sets: A …, 2021 - Springer
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 …

Introduction to the Mycorrhiza Optimization Algorithm

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 based on the self-defense techniques of natural plants applied to the CEC 2015 benchmark functions

C Caraveo, F Valdez, O Castillo - … in Fuzzy Logic and Technology 2017 …, 2018 - Springer
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 …