Chaotic time series prediction using echo state network based on selective opposition grey wolf optimizer

Selective Opposition based Grey Wolf Optimization

(2020) Souvik Dhargupta et al.   EXPERT SYSTEMS WITH APPLICATIONS

Bifurcation and Control for a Predator-Prey System With Two Delays

(2020) Xiaowei Jiang et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

Output Tracking Control of Single-Input–Multioutput Systems Over an Erasure Channel

(2020) Xiaowei Jiang et al.   IEEE Transactions on Cybernetics

Consistency in echo-state networks

(2019) Thomas Lymburn et al.   CHAOS

Chaotic Interval Type-2 Fuzzy Neuro-oscillatory Network (CIT2-FNON) for Worldwide 129 Financial Products Prediction

(2019) Raymond S. T. Lee   International Journal of Fuzzy Systems

Designing multi-dimensional logistic map with fixed-point finite precision

(2019) Fahad A. Munir et al.   NONLINEAR DYNAMICS

Solar System chaos and the Paleocene–Eocene boundary age constrained by geology and astronomy

(2019) Richard E. Zeebe et al.   SCIENCE

Data-driven reconstruction of nonlinear dynamics from sparse observation

(2019) Kyongmin Yeo   JOURNAL OF COMPUTATIONAL PHYSICS

Echo state network optimization using binary grey wolf algorithm

(2019) Junxiu Liu et al.   NEUROCOMPUTING

Attractor reconstruction by machine learning

(2018) Zhixin Lu et al.   CHAOS

Hybrid forecasting of chaotic processes: Using machine learning in conjunction with a knowledge-based model

(2018) Jaideep Pathak et al.   CHAOS

Natural selection methods for Grey Wolf Optimizer

(2018) Mohammed Azmi Al-Betar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Optimum Wavelet Based Homomorphic Medical Image Fusion Using Hybrid Genetic – Grey Wolf Optimization Algorithm

(2018) Ebenezer Daniel   IEEE SENSORS JOURNAL

Chaotic characteristics analysis of the sintering process system with unknown dynamic functions based on phase space reconstruction and chaotic invariables

(2018) Xiaogang Zhang et al.   NONLINEAR DYNAMICS

Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach

(2018) Jaideep Pathak et al.   PHYSICAL REVIEW LETTERS

An adaptive dynamic short-term wind speed forecasting model using secondary decomposition and an improved regularized extreme learning machine

(2018) Na Sun et al.   ENERGY

An efficient DT-CWT medical image fusion system based on modified central force optimization and histogram matching

(2018) Heba M. El-Hoseny et al.   INFRARED PHYSICS & TECHNOLOGY

Financial time series forecasting model based on CEEMDAN and LSTM

(2018) Jian Cao et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Multilevel thresholding using grey wolf optimizer for image segmentation

(2017) Abdul Kayom Md Khairuzzaman et al.   EXPERT SYSTEMS WITH APPLICATIONS

Growing Echo-State Network With Multiple Subreservoirs

(2017) Junfei Qiao et al.   IEEE Transactions on Neural Networks and Learning Systems

Short-Term Traffic Prediction Based on Dynamic Tensor Completion

(2016) Huachun Tan et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Modeling neural plasticity in echo state networks for classification and regression

(2016) Mohd-Hanif Yusoff et al.   INFORMATION SCIENCES

Grey wolf optimization applied to economic load dispatch problems

(2016) Moumita Pradhan et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Ship motion prediction using dynamic seasonal Rv SVR with phase space reconstruction and the chaos adaptive efficient FOA

(2016) Ming-We Li et al.   NEUROCOMPUTING

Optimizing the echo state network with a binary particle swarm optimization algorithm

(2015) Heshan Wang et al.   KNOWLEDGE-BASED SYSTEMS

Solution of non-convex economic load dispatch problem using Grey Wolf Optimizer

(2015) Vikram Kumar Kamboj et al.   NEURAL COMPUTING & APPLICATIONS

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Improved simple deterministically constructed Cycle Reservoir Network with Sensitive Iterative Pruning Algorithm

(2014) Heshan Wang et al.   NEUROCOMPUTING

Stability and Neimark-Sacker bifurcation analysis for a discrete single genetic negative feedback autoregulatory system with delay

(2013) Xiao-Wei Jiang et al.   NONLINEAR DYNAMICS

An Augmented Echo State Network for Nonlinear Adaptive Filtering of Complex Noncircular Signals

(2010) Yili Xia et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Minimum Complexity Echo State Network

(2010) A Rodan et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Dynamical properties and simulation of a new Lorenz-like chaotic system

(2010) Xianyi Li et al.   NONLINEAR DYNAMICS

Pruning and regularization in reservoir computing

(2009) X. Dutoit et al.   NEUROCOMPUTING