Model inversion using fuzzy neural network with boosting of the solution

Research output: Journal contributionsJournal articlesResearchpeer-review

Standard

Model inversion using fuzzy neural network with boosting of the solution. / Mercorelli, P.; Nentwig, Mirko.
In: International Journal of Pure and Applied Mathematics, Vol. 80, No. 2, 2012, p. 261-270.

Research output: Journal contributionsJournal articlesResearchpeer-review

Harvard

APA

Vancouver

Bibtex

@article{53001e5774da4658a04cce5868bd6140,
title = "Model inversion using fuzzy neural network with boosting of the solution",
abstract = "Neural networks are a very effective and popular tool for modeling. The inversion of a neural network makes possible the use of these networks in control problem schemes. This paper presents an inversion strategy based upon a feed-forward trained local linear model tree. The local linear model tree is realized through a fuzzy neural network. AMS Subject Classification: 92B20, 03B52, 90B15",
keywords = "Engineering, Regelungstechnik, Antriebstechnik, Fuzzy logic, Networks model, Neural networks",
author = "P. Mercorelli and Mirko Nentwig",
note = "Copyright 2012 Elsevier B.V., All rights reserved.",
year = "2012",
language = "English",
volume = "80",
pages = "261--270",
journal = "International Journal of Pure and Applied Mathematics",
issn = "1311-8080",
publisher = "Academic Publications Ltd.",
number = "2",

}

RIS

TY - JOUR

T1 - Model inversion using fuzzy neural network with boosting of the solution

AU - Mercorelli, P.

AU - Nentwig, Mirko

N1 - Copyright 2012 Elsevier B.V., All rights reserved.

PY - 2012

Y1 - 2012

N2 - Neural networks are a very effective and popular tool for modeling. The inversion of a neural network makes possible the use of these networks in control problem schemes. This paper presents an inversion strategy based upon a feed-forward trained local linear model tree. The local linear model tree is realized through a fuzzy neural network. AMS Subject Classification: 92B20, 03B52, 90B15

AB - Neural networks are a very effective and popular tool for modeling. The inversion of a neural network makes possible the use of these networks in control problem schemes. This paper presents an inversion strategy based upon a feed-forward trained local linear model tree. The local linear model tree is realized through a fuzzy neural network. AMS Subject Classification: 92B20, 03B52, 90B15

KW - Engineering

KW - Regelungstechnik

KW - Antriebstechnik

KW - Fuzzy logic

KW - Networks model

KW - Neural networks

UR - http://www.scopus.com/inward/record.url?scp=84867836477&partnerID=8YFLogxK

M3 - Journal articles

AN - SCOPUS:84867836477

VL - 80

SP - 261

EP - 270

JO - International Journal of Pure and Applied Mathematics

JF - International Journal of Pure and Applied Mathematics

SN - 1311-8080

IS - 2

ER -

Recently viewed

Publications

  1. Changes of Perception
  2. A model predictive control for an aggregate actuator with a self-tuning initial condition procedure in combustion engines
  3. Geographical patterns in prediction errors of species distribution models
  4. Recurrence quantificationanalysis as a general-purpose tool for bridging the gap between qualitative and quantitative analysis
  5. A localized boundary element method for the floating body problem
  6. Robust Flatness Based Control of an Electromagnetic Linear Actuator Using Adaptive PID Controller
  7. Knowledge Graph Question Answering Using Graph-Pattern Isomorphism
  8. On finding nonisomorphic connected subgraphs and distinct molecular substructures.
  9. Comments on "Tracking Control of Robotic Manipulators With Uncertain Kinematics and Dynamics"
  10. A guided simulated annealing search for solving the pick-up and delivery problem with time windows and capacity constraints
  11. Using Fuzzy PD Controllers for Soft Motions in a Car-like Robot
  12. Graphism and Flatness. The Line as Mediator between Time and Space, Intuition and Concept
  13. On the Nonlinearity Compensation in Permanent Magnet Machine Using a Controller Based on a Controlled Invariant Subspace
  14. Data based analysis of order processing strategies to support the positioning between conflicting economic and logistic objectives
  15. Robust Control of Mobile Transportation Object with 3D Technical Vision System
  16. Unity and diversity in the law of state responsibility
  17. Continuous 3D scanning mode using servomotors instead of stepping motors in dynamic laser triangulation
  18. Model predictive control for switching gain adaptation in a sliding mode controller of a DC drive with nonlinear friction
  19. A Matlab/Simulink toolbox for inversion of local linear model trees
  20. Soft Optimal Computing Methods to Identify Surface Roughness in Manufacturing Using a Monotonic Regressor
  21. Species composition and forest structure explain the temperature sensitivity patterns of productivity in temperate forests
  22. Harvesting information from captions for weakly supervised semantic segmentation
  23. A computational study of a model of single-crystal strain-gradient viscoplasticity with an interactive hardening relation
  24. Database on Learning for Sustainable Development – analysis of projects
  25. Improving short-term academic performance in the flipped classroom using dynamic geometry software
  26. Understanding storytelling in the context of information systems
  27. Generating Energy Optimal Powertrain Force Trajectories with Dynamic Constraints
  28. Improving students’ science text comprehension through metacognitive self-regulation when applying learning strategies
  29. Robust feedback linearization control of a throttle plate by using an approximated pd regulator
  30. A Lyapunov based PI controller with an anti-windup scheme for a purification process of potable water
  31. Mirrored piezo servo hydraulic actuators for use in camless combustion engines and its Control with mirrored inputs and MPC
  32. A structural property of the wavelet packet transform method to localise incoherency of a signal
  33. (Re-)learning time use and perception for sustainable development in schools – Qualitative results from a self-inquiry-based learning intervention
  34. Cognitive Predictors of Child Second Language Comprehension and Syntactic Learning
  35. Sliding mode and model predictive control for inverse pendulum
  36. A geometric approach for the design and control of an electromagnetic actuator to optimize its dynamic performance
  37. Return of Fibonacci random walks
  38. Passive Peak Voltage Sensor for Multiple Sending Coils Inductive Power Transmission System
  39. A longitudinal multilevel CFA-MTMM model for interchangeable and structurally different methods
  40. Energy Optimization in Motion Planning of a Two-Link Manipulator using Bernstein Polynomials
  41. Detection time analysis of propulsion system fault effects in a hexacopter
  42. Life satisfaction in Germany after reunification: Additional insights on the pattern of convergence