An Ant-Lion Optimizer-Trained Artificial Neural Network System for Chaotic Electroencephalogram (EEG) Prediction

Financial time series prediction using hybrids of chaos theory, multi-layer perceptron and multi-objective evolutionary algorithms

(2017) Vadlamani Ravi et al.   Swarm and Evolutionary Computation

Multi-objective ant lion optimizer: a multi-objective optimization algorithm for solving engineering problems

(2016) Seyedali Mirjalili et al.   APPLIED INTELLIGENCE

Forecasting business cycle with chaotic time series based on neural network with weighted fuzzy membership functions

(2016) Soo H. Chai et al.   CHAOS SOLITONS & FRACTALS

Chaotic time series prediction via artificial neural square fuzzy inference system

(2016) Gholamali Heydari et al.   EXPERT SYSTEMS WITH APPLICATIONS

Automatic generation control of a multi-area system using ant lion optimizer algorithm based PID plus second order derivative controller

(2016) More Raju et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Financial time series prediction using a dendritic neuron model

(2016) Tianle Zhou et al.   KNOWLEDGE-BASED SYSTEMS

Solution of non-convex economic load dispatch problem for small-scale power systems using ant lion optimizer

(2016) Vikram Kumar Kamboj et al.   NEURAL COMPUTING & APPLICATIONS

Time series prediction using artificial wavelet neural network and multi-resolution analysis: Application to wind speed data

(2016) Boubacar Doucoure et al.   RENEWABLE ENERGY

Dynamic Adaptive Ant Lion Optimizer applied to route planning for unmanned aerial vehicle

(2016) Peng Yao et al.   SOFT COMPUTING

The Ant Lion Optimizer

(2015) Seyedali Mirjalili   ADVANCES IN ENGINEERING SOFTWARE

Analysis and prediction of aperiodic hydrodynamic oscillatory time series by feed-forward neural networks, fuzzy logic, and a local nonlinear predictor

(2015) Pier Luigi Gentili et al.   CHAOS

Back propagation neural network with adaptive differential evolution algorithm for time series forecasting

(2015) Lin Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Prediction of Wind Power by Chaos and BP Artificial Neural Networks Approach Based on Genetic Algorithm

(2015) Dai-Zheng Huang et al.   Journal of Electrical Engineering & Technology

Daily water level forecasting using wavelet decomposition and artificial intelligence techniques

(2015) Youngmin Seo et al.   JOURNAL OF HYDROLOGY

Time Series Analysis and Forecasting for Wind Speeds Using Support Vector Regression Coupled with Artificial Intelligent Algorithms

(2015) Ping Jiang et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

An adaptive local linear optimized radial basis functional neural network model for financial time series prediction

(2015) A. Patra et al.   NEURAL COMPUTING & APPLICATIONS

Competition and Collaboration in Cooperative Coevolution of Elman Recurrent Neural Networks for Time-Series Prediction

(2015) Rohitash Chandra   IEEE Transactions on Neural Networks and Learning Systems

Particle swarm optimization of ensemble neural networks with fuzzy aggregation for time series prediction of the Mexican Stock Exchange

(2014) Martha Pulido et al.   INFORMATION SCIENCES

A hybridization of teaching–learning-based optimization and differential evolution for chaotic time series prediction

(2014) Lei Wang et al.   NEURAL COMPUTING & APPLICATIONS

Prediction of multivariate chaotic time series via radial basis function neural network

(2013) Diyi Chen et al.   COMPLEXITY

Bat algorithm: a novel approach for global engineering optimization

(2013) Xin‐She Yang et al.   ENGINEERING COMPUTATIONS

Weather Adaptive Traffic Prediction Using Neurowavelet Models

(2013) Stephen Dunne et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A Neural Network Model for Driver’s Lane-Changing Trajectory Prediction in Urban Traffic Flow

(2013) Chenxi Ding et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Cuckoo search: recent advances and applications

(2013) Xin-She Yang et al.   NEURAL COMPUTING & APPLICATIONS

New Parameter-Free Simplified Swarm Optimization for Artificial Neural Network Training and its Application in the Prediction of Time Series

(2013) Wei-Chang Yeh   IEEE Transactions on Neural Networks and Learning Systems

Time-series data mining

(2012) Philippe Esling et al.   ACM COMPUTING SURVEYS

Chaotic time series prediction with employment of ant colony optimization

(2012) Vasilii A. Gromov et al.   EXPERT SYSTEMS WITH APPLICATIONS

Wavelet neural network model for reservoir inflow prediction

(2012) U. Okkan   Scientia Iranica

An integrated ANN-GA for reliability based inspection of concrete bridge decks considering extent of corrosion-induced cracks and life cycle costs

(2012) A. Firouzi et al.   Scientia Iranica

Shape optimization of arch dams by metaheuristics and neural networks for frequency constraints

(2011) S. Gholizadeh et al.   Scientia Iranica

Design predictive tool and optimization of journal bearing using neural network model and multi-objective genetic algorithm

(2011) J. Ghorbanian et al.   Scientia Iranica

Anomaly detection using a self-organizing map and particle swarm optimization

(2011) M. Lotfi Shahreza et al.   Scientia Iranica

Application of chaotic ant swarm optimization in electric load forecasting

(2010) Wei-Chiang Hong   ENERGY POLICY

Adaptive neural network model for time-series forecasting

(2010) W.K. Wong et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Hybrid Wavelet-PSO-ANFIS Approach for Short-Term Electricity Prices Forecasting

(2010) J. P. S. Catalao et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

A locally linear RBF network-based state-dependent AR model for nonlinear time series modeling

(2010) Min Gan et al.   INFORMATION SCIENCES

A web-based tool for teaching neural network concepts

(2009) Aybars Ugur et al.   COMPUTER APPLICATIONS IN ENGINEERING EDUCATION

Estimating the net electricity energy generation and demand using the ant colony optimization approach: Case of Turkey

(2009) M. Duran Toksarı   ENERGY POLICY

Power load forecasting using support vector machine and ant colony optimization

(2009) Dongxiao Niu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Improvement of energy demand forecasts using swarm intelligence: The case of Turkey with projections to 2025

(2008) Alper Ünler   ENERGY POLICY

PSO-based single multiplicative neuron model for time series prediction

(2008) Liang Zhao et al.   EXPERT SYSTEMS WITH APPLICATIONS