Least squares support vector machines with tuning based on chaotic differential evolution approach applied to the identification of a thermal process

No abstract is available for this paper.

• Publication year

  2012

• Venue

  Expert systems with applications

• Publication date

  2012-04-01

• Fields of study

  Mathematics, Computer Science, Engineering

• Identifiers
  DOI 10.1016/j.eswa.2011.09.137
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Statistical Learning Theory

  2021influential reference
• Differential Evolution: A Practical Approach to Global Optimization

  2014cited by this paper
• Optimization of dynamic economic dispatch with valve-point effect using chaotic sequence based differential evolution algorithms

  2011cited by this paper
• A 2-Opt based differential evolution for global optimization

  2010cited by this paper
• Power load forecasting using support vector machine and ant colony optimization

  2010cited by this paper
• Differential evolution in constrained numerical optimization: An empirical study

  2010cited by this paper
• Genetic algorithm-least squares support vector regression based predicting and optimizing model on carbon fiber composite integrated conductivity

  2010cited by this paper
• Power load forecasts based on hybrid PSO with Gaussian and adaptive mutation and Wv-SVM

  2010influential reference
• An adaptive chaotic differential evolution for the short-term hydrothermal generation scheduling problem

  2010cited by this paper
• Mechanical failure classification for spherical roller bearing ofhydraulic injection molding machine using DWT-SVM

  2010cited by this paper
• Model optimization of SVM for a fermentation soft sensor

  2010cited by this paper
• Product demand forecasts using wavelet kernel support vector machine and particle swarm optimization in manufacture system

  2010cited by this paper
• Differential evolution (DE) strategy for optimization of hydrogen production, cyclohexane dehydrogenation and methanol synthesis in a hydrogen-permselective membrane thermally coupled reactor

  2010cited by this paper
• Dynamic multi-group self-adaptive differential evolution algorithm for reactive power optimization

  2010cited by this paper
• A multi-objective chaotic ant swarm optimization for environmental/economic dispatch

  2010cited by this paper
• An expert diagnosis system for classification of human parasite eggs based on multi-class SVM

  2009cited by this paper
• Electric load forecasting by support vector model

  2009cited by this paper
• Prediction of silicon content in hot metal using support vector regression based on chaos particle swarm optimization

  2009cited by this paper
• Differential evolution optimization combined with chaotic sequences for image contrast enhancement

  2009cited by this paper
• A Novel hybrid genetic algorithm for kernel function and parameter optimization in support vector regression

  2009cited by this paper
• Reliability–redundancy optimization by means of a chaotic differential evolution approach

  2009cited by this paper
• Chaotic particle swarm optimization algorithm in a support vector regression electric load forecasting model

  2009influential reference
• Application of least square support vector machines in the prediction of aeration performance of plunging overfall jets from weirs

  2009cited by this paper
• A SVM-based discretization method with application to associative classification

  2009cited by this paper
• Fast pruning algorithm for multi-output LS-SVM and its application in chemical pattern classification

  2009cited by this paper
• Multi-objective rule mining using a chaotic particle swarm optimization algorithm

  2009cited by this paper
• SUPERVISÃO E CONTROLE AUTOMÁTICO DE SISTEMA DE SECAGEM DE PRODUTOS AGRÍCOLAS ATRAVÉS DO SOFTWARE TERMICONT /SUPERVISION AND AUTOMATIZED CONTROL OF DRYING PROCESS THE AGRICULTURAL PRODUCTS THROUGH OF THE TERMICONT SOFTWARE

  2009cited by this paper
• Evolutionary tuning of SVM parameter values in multiclass problems

  2008cited by this paper
• A novel LS-SVMs hyper-parameter selection based on particle swarm optimization

  2008cited by this paper
• MODENAR: Multi-objective differential evolution algorithm for mining numeric association rules

  2008cited by this paper
• Evaluation of ANN and SVM classifiers as predictors to the diagnosis of students with learning disabilities

  2008cited by this paper
• Automatic Clustering Using an Improved Differential Evolution Algorithm

  2008cited by this paper
• Classification of hyperspectral remote-sensing data with primal SVM for small-sized training dataset problem☆

  2008cited by this paper
• Hydrothermal scheduling using chaotic hybrid differential evolution

  2008cited by this paper
• Quantum-inspired evolutionary tuning of SVM parameters

  2008cited by this paper
• A quantum particle swarm optimizer with chaotic mutation operator

  2008cited by this paper
• A simple self-adaptive Differential Evolution algorithm with application on the ALSTOM gasifier

  2008cited by this paper
• Complete inverse chaos synchronization, parameter mismatches and generalized synchronization in the multi-feedback Ikeda model

  2008cited by this paper
• Support vector regression with genetic algorithms in forecasting tourism demand

  2007cited by this paper
• Comparison of different one-dimensional maps as chaotic search pattern in chaos optimization algorithms

  2007cited by this paper
• Empirical analysis of self-adaptive differential evolution

  2007cited by this paper
• Forecasting systems reliability based on support vector regression with genetic algorithms

  2007cited by this paper
• LS-SVMlab : a MATLAB / C toolbox for Least Squares Support Vector Machines

  2007cited by this paper
• Fuzzy Identification Based on a Chaotic Particle Swarm Optimization Approach Applied to a Nonlinear Yo-yo Motion System

  2007cited by this paper
• Combining of chaotic differential evolution and quadratic programming for economic dispatch optimization with valve-point effect

  2006cited by this paper
• Exploring dynamic self-adaptive populations in differential evolution

  2006cited by this paper
• Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems

  2006cited by this paper
• Cultured differential evolution for constrained optimization

  2006cited by this paper
• Self-adaptive differential evolution algorithm for numerical optimization

  2005cited by this paper
• Evolutionary tuning of multiple SVM parameters

  2005cited by this paper
• A tutorial on support vector regression

  2004cited by this paper
• Differential Evolution - A simple and efficient adaptive scheme for global optimization over continuous spaces

  2004influential reference
• A stochastic optimization approach for parameter tuning of support vector machines

  2004cited by this paper
• Linear dependency between /spl epsi/ and the input noise in /spl epsi/-support vector regression.

  2003cited by this paper
• Least Squares Support Vector Machines

  2002cited by this paper
• Linear Dependency between epsilon and the Input Noise in epsilon-Support Vector Regression

  2001cited by this paper
• An overview of statistical learning theory

  1999cited by this paper
• A Tutorial on Support Vector Machines for Pattern Recognition

  1998influential reference
• Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces

  1997cited by this paper
• Differential Evolution-A simple and efficient adaptive scheme for global optimization over continuous spaces

  1996influential reference
• Spatio-temporal chaos due to attractor-merging in an Ikeda-like system

  1994cited by this paper
• Multiple-valued stationary state and its instability of the transmitted light by a ring cavity system

  1979cited by this paper
• Expert Systems With Applications

  year unknowncited by this paper
• Computers and Mathematics with Applications

  year unknowncited by this paper

• Hybrid Machine Learning Models Applied to Daily Urban Water Consumption Prediction

  2025cites this paper
• Nonparametric formulation of polynomial chaos expansion based on least-square support-vector machines

  2024cites this paper
• A review of optimization algorithms in SVM parameters

  2023cites this paper
• Working Mode Recognition of Non-Specific Radar Based on ResNet-SVM Learning Framework

  2023cites this paper
• A systematic overview of developments in differential evolution and particle swarm optimization with their advanced suggestion

  2022cites this paper
• Hematological image analysis for segmentation and characterization of erythrocytes using FC-TriSDR

  2022cites this paper
• Relevance vector machine with tuning based on self-adaptive differential evolution approach for predictive modelling of a chemical process

  2021cites this paper
• Assessing Changes in Diabetic Retinopathy Caused by Diabetes Mellitus and Glaucoma Using Support Vector Machines in Combination with Differential Evolution Algorithm

  2021cites this paper
• Predictive modeling in a steelmaking process using optimized relevance vector regression and support vector regression

  2021cites this paper
• An overview of the spark plug engine profile in a spark ignition engine

  2021cites this paper
• Bayesian Optimized Echo State Network Applied to Short-Term Load Forecasting

  2020cites this paper
• Differential radial basis function network for sequence modelling

  2020cites this paper
• A novel integrated price and load forecasting method in smart grid environment based on multi-level structure

  2020cites this paper
• Differential Evolution: A review of more than two decades of research

  2020cites this paper
• A novel combined model based on echo state network for multi-step ahead wind speed forecasting: A case study of NREL

  2019cites this paper
• Combination between DE and SVM to enhance Protein Structure Prediction based on Secondary Structural information

  2019cites this paper
• Multi-fidelity Surrogate Models

  2019cites this paper
• A novel multi-strategy DE algorithm for parameter optimization in support vector machine

  2019cites this paper
• Grid impact analysis and interval forecasting of solar PV generation

  2019cites this paper
• Flash Flood Risk Analysis Based on Machine Learning Techniques in the Yunnan Province, China

  2019cites this paper
• A New Chaotic Whale Optimization Algorithm for Features Selection

  2018cites this paper
• D&RSense: Detection of Driving Patterns and Road Anomalies

  2018cites this paper
• Health and Remaining Useful Life Estimation of Electronic Circuits

  2018cites this paper
• Thermal Integration of Sulfuric Acid and Continuous Catalyst Regeneration of Naphtha Reforming Plants

  2018cites this paper
• Performance of different kernel functions for LS‐SVM‐GWO to estimate flashover voltage of polluted insulators

  2018cites this paper
• Estimation of algal colonization growth on mortar surface using a hybridization of machine learning and metaheuristic optimization

  2017cites this paper
• Artificial neural networks model for predicting oxygen content in flue gas of power plant

  2017cites this paper
• Hygrothermal Dynamic and Mould Growth Risk Predictions for Concrete Tiles by Using Least Squares Support Vector Machines

  2017cites this paper
• Smart real-time scheduling of generating units in an electricity market considering environmental aspects and physical constraints of generators

  2017cites this paper
• Slope Stability Evaluation Using Radial Basis Function Neural Network, Least Squares Support Vector Machines, and Extreme Learning Machine

  2017cites this paper
• Energy-Related CO2 Emissions Forecasting Using an Improved LSSVM Model Optimized by Whale Optimization Algorithm

  2017cites this paper
• Adaptive soft measurement method for the furnace exit gas temperature based data-driven method

  2016cites this paper
• Parameter control and hybridization techniques in differential evolution: a survey

  2016cites this paper
• IMPROVED LS-SVM USING ACO TO ESTIMATE FLASHOVER VOLTAGE OF POLLUTED INSULATORS

  2016cites this paper
• A review on optimization of least squares support vector machine for time series forecasting

  2016cites this paper
• A least squares support vector machine model optimized by moth-flame optimization algorithm for annual power load forecasting

  2016cites this paper
• HEALTH ESTIMATION AND REMAINING USEFUL LIFE PREDICTION OF ELECTRONIC CIRCUIT WITH A PARAMETRIC FAULT

  2016cites this paper
• Icing Forecasting for Power Transmission Lines Based on a Wavelet Support Vector Machine Optimized by a Quantum Fireworks Algorithm

  2016cites this paper
• Self-evolution of hyper fractional order chaos driven by a novel approach through genetic programming

  2016cites this paper
• The use of differential evolution algorithm for solving chemical engineering problems

  2016cites this paper
• Traffic Flow Forecasting by a Least Squares Support Vector Machine with a Fruit Fly Optimization Algorithm

  2016cites this paper
• Effects of Process Parameters on the Extraction of Quercetin and Rutin from the Stalks of Euonymus Alatus (Thumb.) Sieb and Predictive Model Based on Least Squares Support Vector Machine Optimized by an Improved Fruit Fly Optimization Algorithm

  2016cites this paper
• A Novel Data Classification Method and its Application in IRIS Flower Shape

  2015cites this paper
• Spark plug fault recognition based on sensor fusion and classifier combination using Dempster–Shafer evidence theory

  2015cites this paper
• Slope stability analysis based on quantum-behaved particle swarm optimization and least squares support vector machine

  2015cites this paper
• Short-term load forecasting using Support Vector Regression-based Local Predictor

  2015cites this paper
• A chaos embedded GSA-SVM hybrid system for classification

  2015cites this paper
• Novel approaches using evolutionary computation for sparse least square support vector machines

  2015cites this paper
• Urban water demand forecasting by LS-SVM with tuning based on elitist teaching-learning-based optimization

  2014cites this paper
• Gasoline Price Forecasting: An Application of LSSVM with Improved ABC

  2014cites this paper
• A hybrid differential evolution algorithm with invasive weed optimization and its application to modeling of carbon content

  2014cites this paper
• Enhanced artificial bee colony-least squares support vector machines algorithm for time series prediction

  2014cites this paper
• An Enhanced Artificial Bee Colony Optimizer for Predictive Analysis of Heating Oil Prices using Least Squares Support Vector Machines

  2014cites this paper
• Pressure Model of Control Valve Based on LS-SVM with the Fruit Fly Algorithm

  2014cites this paper
• Hybrid parallel chaos optimization algorithm with harmony search algorithm

  2014cites this paper
• A prior-knowledge input LSSVR metamodeling method with tuning based on cellular particle swarm optimization for engineering design

  2014cites this paper
• A self-adaptive chaotic differential evolution algorithm using gamma distribution for unconstrained global optimization

  2014cites this paper
• Firefly approach optimized wavenets applied to multivariable identification of a thermal process

  2013cites this paper
• Diagnosis Model Based on Least Squares Support Vector Machine Optimized by Multi-swarm Cooperative Chaos Particle Swarm Optimization and Its Application

  2013cites this paper
• Hyper-parameter Selection for Sparse LS-SVM via Minimization of its Localized Generalization Error

  2013cites this paper
• NARX Based MPC for Continuous Bioethanol Fermentation Process

  2013cites this paper
• Annual Electric Load Forecasting by a Least Squares Support Vector Machine with a Fruit Fly Optimization Algorithm

  2012cites this paper