A review of the literature on fuzzy-logic approaches for collision-free path planning of manipulator robots
In recent years, a large number of manipulator robots have been deployed to replace or
assist humans in many repetitive and dangerous tasks. Yet, these robots have complex …
assist humans in many repetitive and dangerous tasks. Yet, these robots have complex …
A review on interval type-2 fuzzy logic applications in intelligent control
O Castillo, P Melin - Information Sciences, 2014 - Elsevier
A review of the applications of interval type-2 fuzzy logic in intelligent control has been
considered in this paper. The fundamental focus of the paper is based on the basic reasons …
considered in this paper. The fundamental focus of the paper is based on the basic reasons …
[图书][B] Introduction to type-2 fuzzy logic control: theory and applications
An introductory book that provides theoretical, practical, and application coverage of the
emerging field of type-2 fuzzy logic control Until recently, little was known about type-2 fuzzy …
emerging field of type-2 fuzzy logic control Until recently, little was known about type-2 fuzzy …
Dynamic parameter adaptation in particle swarm optimization using interval type-2 fuzzy logic
In this paper, we propose a new method for dynamic parameter adaptation in particle swarm
optimization (PSO). PSO is an optimization method inspired in social behavior, which has …
optimization (PSO). PSO is an optimization method inspired in social behavior, which has …
Physics‐inspired optimization algorithms: a survey
Natural phenomenon can be used to solve complex optimization problems with its excellent
facts, functions, and phenomenon. In this paper, a survey on physics‐based algorithm is …
facts, functions, and phenomenon. In this paper, a survey on physics‐based algorithm is …
Review of recent type-2 fuzzy controller applications
Type-2 fuzzy logic controllers (T2 FLC) can be viewed as an emerging class of intelligent
controllers because of their abilities in handling uncertainties; in many cases, they have …
controllers because of their abilities in handling uncertainties; in many cases, they have …
Recent advances on the use of meta-heuristic optimization algorithms to optimize the type-2 fuzzy logic systems in intelligent control
Finding the appropriate values of parameters and structure of type-2 fuzzy logic systems is a
difficult and complex task. Many types of meta-heuristic algorithms have been used to find …
difficult and complex task. Many types of meta-heuristic algorithms have been used to find …
PSO with dynamic adaptation of parameters for optimization in neural networks with interval type-2 fuzzy numbers weights
A dynamic adjustment of parameters for the particle swarm optimization (PSO) utilizing an
interval type-2 fuzzy inference system is proposed in this work. A fuzzy neural network with …
interval type-2 fuzzy inference system is proposed in this work. A fuzzy neural network with …
Particle swarm optimization and spiral dynamic algorithm-based interval type-2 fuzzy logic control of triple-link inverted pendulum system: A comparative assessment
MF Masrom, NM A Ghani… - Journal of Low …, 2021 - journals.sagepub.com
This paper presents investigations into the development of an interval type-2 fuzzy logic
control (IT2FLC) mechanism integrated with particle swarm optimization and spiral dynamic …
control (IT2FLC) mechanism integrated with particle swarm optimization and spiral dynamic …
Genetic-algorithm-based type reduction algorithm for interval type-2 fuzzy logic controllers
TC Lu - Engineering Applications of Artificial Intelligence, 2015 - Elsevier
In interval type-2 fuzzy logic controllers (IT2-FLCs), the output processing includes type
reduction and defuzzification. Recently, researchers have proposed many efficient type …
reduction and defuzzification. Recently, researchers have proposed many efficient type …