Oscar Castillo

Type-2 fuzzy logic dynamic parameter adaptation in a new Fuzzy Differential Evolution method

2016

In this paper we consider the Differential Evolution (DE) algorithm by using fuzzy logic to make dynamic changes in the mutation parameter (F), and this modification of the algorithm we call the Fuzzy Differential Evolution …

General Type-2 fuzzy edge detectors applied to face recognition systems

2016

Edge detection is an essential step used in image processing systems and can be applied to image sets before the training phase in pattern recognition systems to improve performance. An edge detector simplifies the analysis …

A New Hybridization Approach between the Fireworks Algorithm and Grey Wolf Optimizer Algorithm

2018 · Journal of Optimization

The main aim of this paper is to present a new hybridization approach for combining two powerful metaheuristics, one inspired by physics and the other one based on bioinspired phenomena. The first metaheuristic is based …

An Efficient Chicken Search Optimization Algorithm for the Optimal Design of Fuzzy Controllers

2021 · Axioms

A proposed architecture to design the optimal parameters of Membership Functions (MFs) of Type-1 Fuzzy Logic Systems (T1FLSs) using the Chicken Search Optimization (CSO) is applied to three Fuzzy Logic Controllers (FLCs) in this paper. …

New Variants of the Multi-Verse Optimizer Algorithm Adapting Chaos Theory in Benchmark Optimization

2023 · Symmetry

In this work, we present multiple variations of the Multi-verse Optimizer Algorithm (MVO) using chaotic maps, using it in the formation of new solutions. In these new variations of the MVO algorithm, which we call …

Interval Type-3 Fuzzy Aggregation for Hybrid-Hierarchical Neural Classification and Prediction Models in Decision-Making

2023 · Axioms

In all organizations, many decision analysts acquire their skills through the experience of facing challenges to structure complex problems. Therefore, every day, the use of tools to integrate indicators through multi-attribute ordering, component-based separation, and …

A Bio-Inspired Roach Infestation Algorithm with Generalized Type-2 Fuzzy Based Parameter Adaptation for Large-Scale Optimization

2026 · Journal of Intelligent & Fuzzy Systems

Bio-inspired optimization techniques, such as Particle Swarm Optimization (PSO), Cuckoo Search (CS), and Roach Infestation Optimization (RIO), have been extensively explored to find solutions of complex optimization problems that would be computationally expensive with traditional …