H-Index & Metrics Top Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Engineering and Technology H-index 30 Citations 4,510 193 World Ranking 6814 National Ranking 7

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Algorithm
  • Mathematical optimization

Fevrier Valdez focuses on Fuzzy logic, Mathematical optimization, Artificial intelligence, Fuzzy control system and Particle swarm optimization. His studies in Fuzzy logic integrate themes in fields like Multi-swarm optimization, Metaheuristic and Benchmark. His Optimization problem study, which is part of a larger body of work in Mathematical optimization, is frequently linked to Interval, bridging the gap between disciplines.

His Artificial intelligence research includes themes of Machine learning and Control theory. In Fuzzy control system, Fevrier Valdez works on issues like Ant colony optimization algorithms, which are connected to Control theory and Travelling salesman problem. As a part of the same scientific study, he usually deals with the Particle swarm optimization, concentrating on Genetic algorithm and frequently concerns with Algorithm design and Hybrid approach.

His most cited work include:

  • Comparative study of bio-inspired algorithms applied to the optimization of type-1 and type-2 fuzzy controllers for an autonomous mobile robot (220 citations)
  • Optimal design of fuzzy classification systems using PSO with dynamic parameter adaptation through fuzzy logic (198 citations)
  • An improved evolutionary method with fuzzy logic for combining Particle Swarm Optimization and Genetic Algorithms (177 citations)

What are the main themes of his work throughout his whole career to date?

Fevrier Valdez spends much of his time researching Fuzzy logic, Mathematical optimization, Artificial intelligence, Fuzzy control system and Benchmark. His biological study spans a wide range of topics, including Algorithm and Harmony search. Mathematical optimization connects with themes related to Fuzzy number in his study.

His research in Artificial intelligence intersects with topics in Machine learning and Pattern recognition. The concepts of his Fuzzy control system study are interwoven with issues in Ant colony optimization algorithms and Mobile robot. His Benchmark research includes elements of Hybrid approach and Control.

He most often published in these fields:

  • Fuzzy logic (69.47%)
  • Mathematical optimization (44.25%)
  • Artificial intelligence (38.94%)

What were the highlights of his more recent work (between 2019-2021)?

  • Fuzzy logic (69.47%)
  • Algorithm (22.12%)
  • Artificial intelligence (38.94%)

In recent papers he was focusing on the following fields of study:

His primary scientific interests are in Fuzzy logic, Algorithm, Artificial intelligence, Fuzzy control system and Harmony search. His Fuzzy logic study integrates concerns from other disciplines, such as Control theory, Metaheuristic and Benchmark. His Metaheuristic study which covers Computational intelligence that intersects with Probabilistic logic.

The Algorithm study combines topics in areas such as Optimization algorithm and Parallel processing. In the subject of general Artificial intelligence, his work in Fuzzy clustering, Artificial neural network and Bio inspired algorithms is often linked to Modular design, thereby combining diverse domains of study. His work on Fuzzy control system is being expanded to include thematically relevant topics such as Mathematical optimization.

Between 2019 and 2021, his most popular works were:

  • Fuzzy Logic in Dynamic Parameter Adaptation of Harmony Search Optimization for Benchmark Functions and Fuzzy Controllers (9 citations)
  • A review of optimization swarm intelligence-inspired algorithms with type-2 fuzzy logic parameter adaptation (8 citations)
  • Comparison of Fuzzy Controller Optimization with Dynamic Parameter Adjustment Based on of Type-1 and Type-2 Fuzzy Logic. (7 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Algorithm
  • Machine learning

His primary areas of study are Fuzzy logic, Control theory, Algorithm, Benchmark and Mathematical optimization. The Fuzzy control system research Fevrier Valdez does as part of his general Fuzzy logic study is frequently linked to other disciplines of science, such as Type, therefore creating a link between diverse domains of science. His Control theory study combines topics from a wide range of disciplines, such as Optimization problem and Swarm behaviour.

His biological study deals with issues like Optimization algorithm, which deal with fields such as Bio inspired algorithms, Travelling salesman problem, Data set and Centroid. The study incorporates disciplines such as Differential evolution, Mobile robot and Optimal design in addition to Metaheuristic. His Computational intelligence research is multidisciplinary, relying on both Ant colony optimization algorithms, Swarm intelligence, Particle swarm optimization, Bat algorithm and Probabilistic logic.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Top Publications

Comparative study of bio-inspired algorithms applied to the optimization of type-1 and type-2 fuzzy controllers for an autonomous mobile robot

Oscar Castillo;Ricardo Martínez-Marroquín;Patricia Melin;Fevrier Valdez.
Information Sciences (2012)

291 Citations

Optimal design of fuzzy classification systems using PSO with dynamic parameter adaptation through fuzzy logic

Patricia Melin;Frumen Olivas;Oscar Castillo;Fevrier Valdez.
Expert Systems With Applications (2013)

250 Citations

An improved evolutionary method with fuzzy logic for combining Particle Swarm Optimization and Genetic Algorithms

Fevrier Valdez;Patricia Melin;Oscar Castillo.
soft computing (2011)

228 Citations

A new approach for dynamic fuzzy logic parameter tuning in Ant Colony Optimization and its application in fuzzy control of a mobile robot

Oscar Castillo;Héctor Neyoy;José Soria;Patricia Melin.
soft computing (2015)

174 Citations

A Fuzzy Hierarchical Operator in the Grey Wolf Optimizer Algorithm

Luis Rodríguez;Oscar Castillo;José Soria;Patricia Melin.
Applied Soft Computing (2017)

143 Citations

A new neural network model based on the LVQ algorithm for multi-class classification of arrhythmias

Patricia Melin;Jonathan Amezcua;Fevrier Valdez;Oscar Castillo.
Information Sciences (2014)

140 Citations

Ant colony optimization with dynamic parameter adaptation based on interval type-2 fuzzy logic systems

Frumen Olivas;Fevrier Valdez;Oscar Castillo;Claudia I. Gonzalez.
soft computing (2017)

137 Citations

Optimal design of type-2 and type-1 fuzzy tracking controllers for autonomous mobile robots under perturbed torques using a new chemical optimization paradigm

Patricia Melin;Leslie Astudillo;Oscar Castillo;Fevrier Valdez.
Expert Systems With Applications (2013)

132 Citations

Interval type-2 fuzzy weight adjustment for backpropagation neural networks with application in time series prediction

Fernando Gaxiola;Patricia Melin;Fevrier Valdez;Oscar Castillo.
Information Sciences (2014)

131 Citations

A survey on nature-inspired optimization algorithms with fuzzy logic for dynamic parameter adaptation

Fevrier Valdez;Patricia Melin;Oscar Castillo.
Expert Systems With Applications (2014)

130 Citations

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking h-index is inferred from publications deemed to belong to the considered discipline.

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