70 skills found · Page 1 of 3
twmeggs / AnfisPython implementation of an Adaptive neuro fuzzy inference system
Python-Fuzzylogic / FuzzylogicFuzzy Logic and Fuzzy Inference for Python 3
tiagoCuervo / TensorANFISA Tensorflow implementation of the Adaptive Neuro-Based Fuzzy Inference System (ANFIS)
attaoveisi / AFISMCa new observer-based adaptive fuzzy integral sliding mode controller (AFISMC) is proposed based on the Lyapunov stability theorem. The plant under study is subjected to a square-integrable disturbance and is assumed to have mismatch uncertainties both in state- and input-matrices. In addition, a norm-bounded time varying term is introduced to address the possible existence of un-modelled/nonlinear dynamics. Based on the classical sliding mode controller (SMC), the equivalent control effort is obtained to satisfy the sufficient requirement of SMC and then the control law is modified to guarantee the reachability of the system trajectory to the sliding manifold. The sliding surface is compensated based on the observed states in the form of linear matrix inequality (LMI). In order to relax the norm-bounded constrains on the control law and solve the chattering problem of SMC, a fuzzy logic (FL) inference mechanism is combined with the controller. An adaptive law is then introduced to tune the parameters of the fuzzy system on-line. Finally, by aiming at evaluating the validity of the controller and the robust performance of the closed-loop system, the proposed regulator is implemented on a real-time mechanical vibrating system.
gabrielegilardi / ANFISMultivariate Regression and Classification Using an Adaptive Neuro-Fuzzy Inference System (Takagi-Sugeno) and Particle Swarm Optimization.
lucaferranti / FuzzyLogic.jlJulia package for fuzzy inference
gregorLen / AnfisTensorflow2.0This is an implementation of Adaptive-Network-Based Fuzzy Inference System (ANFIS) based on Keras on top of Tensorflow 2.0.
mmkamani7 / SkeletonizationIn this repository you can see the code for skeletonization of binary images using our novel fuzzy inference system.
balcilar / Anfis From ScratchAdaptive neuro fuzzy inference system from scratch. All codes inside, no dependency
gregorLen / S ANFIS PyTorchAn Implementation of the State-Adaptive Neuro-Fuzzy Inference System (S-ANFIS) based on Pytorch. Also Repository to my package "sanfis".
phelipe / Fuzzy.jlFuzzy Inference System in julia
maksnester / FuzzyISLib describes core fuzzy logic things for building fuzzy inference systems.
tiagoCuervo / EvoFuzzyA Python implementation of the Differential Evolution algorithm for the optimization of Fuzzy Inference Systems.
andmon97 / FuzzyRemoteSensingSegmentationFuzzy based segmentation of remotely sensed images using an Adaptive Neuro Fuzzy Inference System (ANFIS).
jmnto / Classification And Regression With ANFIS Adaptive Neuro Fuzzy Inference System A matlab implementation of ANFIS for classification, regression and time series forecasting with instantaneous visualization of the learning evolution.
KarloKnezevic / ANFIS🧠 ANFIS Framework (Java) A generic, extensible Java implementation of ANFIS (Adaptive Neuro-Fuzzy Inference System) — combining neural network learning with fuzzy logic interpretability. Supports configurable membership functions and T-norms for building flexible, trainable models.
yudivian / FuzzythonFuzzy Logic and Fuzzy Inference Python 3 Library
dcruzf / Anfis ToolboxThis repository contains a custom implementation of an Adaptive Neuro-Fuzzy Inference System (ANFIS), including functions for defining fuzzy membership functions, training the model using hybrid learning, and evaluating performance on regression tasks
antonio-leonardo / FuzzyLogicApiThis Api makes executes inferences by fuzzy logic concept on Plain Old CLR Object associating an predicate defined in .NET native object called 'Expression'
craigmax-dev / Integrated Model Predictive Fuzzy Control For Disaster Victim Detection Path Planning In MATLABThis project consists of a simulation of a search-and-rescue environment for discrete path-planning of agents using a Fuzzy Inference System (FIS)-based controller and a Model Predictive Control (MPC)-based controller to optimise FIS parameters.
