Artificial Neural Networks Based Optimization Techniques: A Review

An Innovative Metaheuristic Strategy for Solar Energy Management through a Neural Networks Framework

(2021) Hossein Moayedi et al.   Energies

Neural Network Approach for Global Solar Irradiance Prediction at Extremely Short-Time-Intervals Using Particle Swarm Optimization Algorithm

(2021) Ahmed Aljanad et al.   Energies

Intelligent feature recognition for STEP-NC-compliant manufacturing based on artificial bee colony algorithm and back propagation neural network

(2021) Yu Zhang et al.   JOURNAL OF MANUFACTURING SYSTEMS

Bio-Inspired Hybridization of Artificial Neural Networks: An Application for Mapping the Spatial Distribution of Soil Texture Fractions

(2021) Ruhollah Taghizadeh-Mehrjardi et al.   Remote Sensing

Optimizing Wave Overtopping Energy Converters by ANN Modelling: Evaluating the Overtopping Rate Forecasting as the First Step

(2021) José Manuel Oliver et al.   Sustainability

Particle Swarm Optimization Combined with Inertia-Free Velocity and Direction Search

(2021) Kun Miao et al.   Electronics

Forest Fire Smoke Recognition Based on Anchor Box Adaptive Generation Method

(2021) Enting Zhao et al.   Electronics

Intervention of Artificial Neural Network with an Improved Activation Function to Predict the Performance and Emission Characteristics of a Biogas Powered Dual Fuel Engine

(2021) Vinay Arora et al.   Electronics

Optimizing the artificial neural network parameters using a biased random key genetic algorithm for time series forecasting

(2021) Zeynep Idil Erzurum Cicek et al.   APPLIED SOFT COMPUTING

Efficient Stain-Aware Nuclei Segmentation Deep Learning Framework for Multi-Center Histopathological Images

(2021) Loay Hassan et al.   Electronics

Scheduling controller for microgrids energy management system using optimization algorithm in achieving cost saving and emission reduction

(2021) M.F. Roslan et al.   APPLIED ENERGY

Adaptive co-optimization of artificial neural networks using evolutionary algorithm for global radiation forecasting

(2021) Fatih Kılıç et al.   RENEWABLE ENERGY

Graphene and Iron Reinforced Polymer Composite Electromagnetic Shielding Applications: A Review

(2021) Saba Ayub et al.   Polymers

Predicting the Degree of Dissolved Oxygen Using Three Types of Multi-Layer Perceptron-Based Artificial Neural Networks

(2021) Fen Yang et al.   Sustainability

Preparation Methods for Graphene Metal and Polymer Based Composites for EMI Shielding Materials: State of the Art Review of the Conventional and Machine Learning Methods

(2021) Saba Ayub et al.   Metals

Energy Management Scheduling for Microgrids in the Virtual Power Plant System Using Artificial Neural Networks

(2021) Maher G. M. Abdolrasol et al.   Energies

Artificial Neural Network Based Particle Swarm Optimization for Microgrid Optimal Energy Scheduling

(2021) Maher Abdolrasol et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Deep Artificial Noise: Deep Learning-Based Precoding Optimization for Artificial Noise Scheme

(2020) Sangseok Yun et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

An Efficient Hybrid Sampling Method for Neural Network-Based Microwave Component Modeling and Optimization

(2020) Zhen Zhang et al.   IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS

Role of optimization algorithms based fuzzy controller in achieving induction motor performance enhancement

(2020) M. A. Hannan et al.   Nature Communications

Effective PCB Decoupling Optimization by Combining an Iterative Genetic Algorithm and Machine Learning

(2020) Riccardo Cecchetti et al.   Electronics

Data-based fault tolerant control for affine nonlinear systems through particle swarm optimized neural networks

(2020) Haowei Lin et al.   IEEE-CAA Journal of Automatica Sinica

Generative adversarial networks

(2020) Ian Goodfellow et al.   COMMUNICATIONS OF THE ACM

Multi-population differential evolution-assisted Harris hawks optimization: Framework and case studies

(2020) Hao Chen et al.   Future Generation Computer Systems-The International Journal of eScience

RouteNet: Leveraging Graph Neural Networks for Network Modeling and Optimization in SDN

(2020) Krzysztof Rusek et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

An Efficient Optimal Neural Network Based on Gravitational Search Algorithm in Predicting the Deformation of Geogrid-Reinforced Soil Structures

(2020) Ehsan Momeni et al.   Transportation Geotechnics

Data Science in Economics: Comprehensive Review of Advanced Machine Learning and Deep Learning Methods

(2020) Saeed Nosratabadi et al.   Mathematics

Comprehensive Review of Deep Reinforcement Learning Methods and Applications in Economics

(2020) Amirhosein Mosavi et al.   Mathematics

Automated Deep Neural Learning-Based Optimization for High Performance High Power Amplifier Designs

(2020) Lida Kouhalvandi et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

Evolutionary biogeography-based whale optimization methods with communication structure: Towards measuring the balance

(2020) Jiaze Tu et al.   KNOWLEDGE-BASED SYSTEMS

PID Controller-Based Stochastic Optimization Acceleration for Deep Neural Networks

(2020) Haoqian Wang et al.   IEEE Transactions on Neural Networks and Learning Systems

Modeling and optimization of pectinase-assisted low-temperature extraction of cashew apple juice using artificial neural network coupled with genetic algorithm

(2020) S. Abdullah et al.   FOOD CHEMISTRY

Double adaptive weights for stabilization of moth flame optimizer: Balance analysis, engineering cases, and medical diagnosis

(2020) Weifeng Shan et al.   KNOWLEDGE-BASED SYSTEMS

Uncertain data stream algorithm based on clustering RBF neural network

(2020) Yi Sun et al.   MICROPROCESSORS AND MICROSYSTEMS

Efficient spectrum prediction and inverse design for plasmonic waveguide systems based on artificial neural networks

(2019) Tian Zhang et al.   Photonics Research

Review of Soft Computing Models in Design and Control of Rotating Electrical Machines

(2019) Adrienn Dineva et al.   Energies

State of the Art of Machine Learning Models in Energy Systems, a Systematic Review

(2019) Amir Mosavi et al.   Energies

Photovoltaic Module Array Global Maximum Power Tracking Combined with Artificial Bee Colony and Particle Swarm Optimization Algorithm

(2019) Chao et al.   Electronics

Artificial Neural Network Optimal Modeling and Optimization of UAV Measurements for Mobile Communications Using the L-SHADE Algorithm

(2019) Sotirios K. Goudos et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Topology Optimization Accelerated by Deep Learning

(2019) Hidenori Sasaki et al.   IEEE TRANSACTIONS ON MAGNETICS

Hybrid teaching–learning-based optimization and neural network algorithm for engineering design optimization problems

(2019) Yiying Zhang et al.   KNOWLEDGE-BASED SYSTEMS

Model-Aided Wireless Artificial Intelligence: Embedding Expert Knowledge in Deep Neural Networks for Wireless System Optimization

(2019) Alessio Zappone et al.   IEEE Vehicular Technology Magazine

The Feasibility of Three Prediction Techniques of the Artificial Neural Network, Adaptive Neuro-Fuzzy Inference System, and Hybrid Particle Swarm Optimization for Assessing the Safety Factor of Cohesive Slopes

(2019) Hossein Moayedi et al.   ISPRS International Journal of Geo-Information

Chaotic multi-swarm whale optimizer boosted support vector machine for medical diagnosis

(2019) Mingjing Wang et al.   APPLIED SOFT COMPUTING

Detection of Wildfire Smoke Images Based on a Densely Dilated Convolutional Network

(2019) Li et al.   Electronics

Implementation of Grading Method for Gambier Leaves Based on Combination of Area, Perimeter, and Image Intensity Using Backpropagation Artificial Neural Network

(2019) Rusydi et al.   Electronics

An artificial neural network (ANN) expert system enhanced with the electromagnetism-based firefly algorithm (EFA) for predicting the energy consumption in buildings

(2019) Dac-Khuong Bui et al.   ENERGY

Selection and Optimization of Temporal Spike Encoding Methods for Spiking Neural Networks

(2019) Balint Petro et al.   IEEE Transactions on Neural Networks and Learning Systems

Neural Network-Based Information Transfer for Dynamic Optimization

(2019) Xiao-Fang Liu et al.   IEEE Transactions on Neural Networks and Learning Systems

An Artificial Neural Network Assisted Optimization System for Analog Design Space Exploration

(2019) Yaping Li et al.   IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS

Reliability-based design: Artificial neural networks and double-loop reliability-based optimization approaches

(2018) D. Lehký et al.   ADVANCES IN ENGINEERING SOFTWARE

An Optimal Scheduling Controller for Virtual Power Plant and Microgrid Integration Using the Binary Backtracking Search Algorithm

(2018) Maher G. M. Abdolrasol et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Structural learning in artificial neural networks using sparse optimization

(2018) Mikael Manngård et al.   NEUROCOMPUTING

Optimization techniques to enhance the performance of induction motor drives: A review

(2018) M.A. Hannan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Review of baseline studies on energy policies and indicators in Malaysia for future sustainable energy development

(2018) M.A. Hannan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Simultaneous Feature Selection and Support Vector Machine Optimization Using the Grasshopper Optimization Algorithm

(2018) Ibrahim Aljarah et al.   Cognitive Computation

A New Correntropy-Based Conjugate Gradient Backpropagation Algorithm for Improving Training in Neural Networks

(2018) Ahmad Reza Heravi et al.   IEEE Transactions on Neural Networks and Learning Systems

Structure Learning for Deep Neural Networks Based on Multiobjective Optimization

(2018) Jia Liu et al.   IEEE Transactions on Neural Networks and Learning Systems

Neural Network Approach for Estimating State of Charge of Lithium-Ion Battery Using Backtracking Search Algorithm

(2018) Mahammad A. Hannan et al.   IEEE Access

Design of Dynamic Modular Neural Network Based on Adaptive Particle Swarm Optimization Algorithm

(2018) Jun-Fei Qiao et al.   IEEE Access

Optimization and Control of a Thin Film Growth Process: A Hybrid First Principles/Artificial Neural Network Based Multiscale Modelling Approach

(2018) Donovan Chaffart et al.   COMPUTERS & CHEMICAL ENGINEERING

Sugarcane growth prediction based on meteorological parameters using extreme learning machine and artificial neural network

(2018) Pezhman Taherei Ghazvinei et al.   Engineering Applications of Computational Fluid Mechanics

Backtracking search optimization algorithm based on knowledge learning

(2018) Debao Chen et al.   INFORMATION SCIENCES

Deterministic Global Optimization with Artificial Neural Networks Embedded

(2018) Artur M. Schweidtmann et al.   JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS

Real time optimal schedule controller for home energy management system using new binary backtracking search algorithm

(2017) Maytham S. Ahmed et al.   ENERGY AND BUILDINGS

Numerical Optimization of Flight Trajectory for Rockets via Artificial Neural Networks

(2017) Eriberto Oliveira do Nascimento et al.   IEEE Latin America Transactions

A Unified Automated Parametric Modeling Algorithm Using Knowledge-Based Neural Network and ${l}_{1}$ Optimization

(2017) Weicong Na et al.   IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES

An enhanced artificial neural network with a shuffled complex evolutionary global optimization with principal component analysis

(2017) Tiantian Yang et al.   INFORMATION SCIENCES

A learning and niching based backtracking search optimisation algorithm and its applications in global optimisation and ANN training

(2017) Debao Chen et al.   NEUROCOMPUTING

A new efficient training strategy for deep neural networks by hybridization of artificial bee colony and limited–memory BFGS optimization algorithms

(2017) Hasan Badem et al.   NEUROCOMPUTING

Computational Heat Transfer Analysis and Genetic Algorithm-Artificial Neural Network-Genetic Algorithm-Based Multiobjective Optimization of Rectangular Perforated Plate Fins

(2017) Balachandar Chidambaram et al.   IEEE Transactions on Components Packaging and Manufacturing Technology

Elman Neural Network Soft-Sensor Model of Conversion Velocity in Polymerization Process Optimized by Chaos Whale Optimization Algorithm

(2017) W. Z. Sun et al.   IEEE Access

An Adaptive Memetic Algorithm With Rank-Based Mutation for Artificial Neural Network Architecture Optimization

(2017) Weiguo Sheng et al.   IEEE Access

Outline capturing using rational functions with the help of genetic algorithm

(2016) Misbah Irshad et al.   APPLIED MATHEMATICS AND COMPUTATION

Hybrid LSA-ANN Based Home Energy Management Scheduling Controller for Residential Demand Response Strategy

(2016) Maytham Ahmed et al.   Energies

Wind speed forecasting based on wavelet packet decomposition and artificial neural networks trained by crisscross optimization algorithm

(2016) Anbo Meng et al.   ENERGY CONVERSION AND MANAGEMENT

Optimization of cluster-based evolutionary undersampling for the artificial neural networks in corporate bankruptcy prediction

(2016) Hyun-Jung Kim et al.   EXPERT SYSTEMS WITH APPLICATIONS

Accurate Wireless Sensor Localization Technique Based on Hybrid PSO-ANN Algorithm for Indoor and Outdoor Track Cycling

(2016) Sadik K. Gharghan et al.   IEEE SENSORS JOURNAL

Optimization of a battery energy storage system using particle swarm optimization for stand-alone microgrids

(2016) Thongchart Kerdphol et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Optimizing the Learning Process of Feedforward Neural Networks Using Lightning Search Algorithm

(2016) Hossam Faris et al.   International Journal on Artificial Intelligence Tools

Multiple objective crashworthiness optimization of circular tubes with functionally graded thickness via artificial neural networks and genetic algorithms

(2016) Adil Baykasoğlu et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE

Optimizing connection weights in neural networks using the whale optimization algorithm

(2016) Ibrahim Aljarah et al.   SOFT COMPUTING

Detecting trip purposes from smartphone-based travel surveys with artificial neural networks and particle swarm optimization

(2016) Guangnian Xiao et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Networked Microgrids for Self-Healing Power Systems

(2016) Zhaoyu Wang et al.   IEEE Transactions on Smart Grid

Training Feedforward Neural Networks Using Symbiotic Organisms Search Algorithm

(2016) Haizhou Wu et al.   Computational Intelligence and Neuroscience

Modeling and Optimizing Tensile Strength and Yield Point on a Steel Bar Using an Artificial Neural Network With Taguchi Particle Swarm Optimizer

(2016) Ping-Yi Chou et al.   IEEE Access

A Wi-Fi Indoor Localization Strategy Using Particle Swarm Optimization Based Artificial Neural Networks

(2016) Nan Li et al.   International Journal of Distributed Sensor Networks

Lightning search algorithm

(2015) Hussain Shareef et al.   APPLIED SOFT COMPUTING

A novel hybrid gravitational search and pattern search algorithm for load frequency control of nonlinear power system

(2015) Rabindra Kumar Sahu et al.   APPLIED SOFT COMPUTING

Particle swarm optimization (PSO). A tutorial

(2015) Federico Marini et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Long-term Sector-wise Electrical Energy Forecasting Using Artificial Neural Network and Biogeography-based Optimization

(2015) Jayaraman Kumaran et al.   ELECTRIC POWER COMPONENTS AND SYSTEMS

A Novel Quantum-Behaved Lightning Search Algorithm Approach to Improve the Fuzzy Logic Speed Controller for an Induction Motor Drive

(2015) Jamal Abd Ali et al.   Energies

A Hybrid Neuro-Fuzzy Network Based on Differential Biogeography-Based Optimization for Online Population Classification in Earthquakes

(2015) Yu-Jun Zheng et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Prediction of uniaxial compressive strength of rock samples using hybrid particle swarm optimization-based artificial neural networks

(2015) Ehsan Momeni et al.   MEASUREMENT

Deep learning

(2015) Yann LeCun et al.   NATURE

An efficient algorithm based on artificial neural networks and particle swarm optimization for solution of nonlinear Troesch’s problem

(2015) Neha Yadav et al.   NEURAL COMPUTING & APPLICATIONS

An Improved Neural Network with Random Weights Using Backtracking Search Algorithm

(2015) Bingqing Wang et al.   NEURAL PROCESSING LETTERS

Applications of fuzzy logic in renewable energy systems – A review

(2015) L. Suganthi et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Application of Reinforcement Learning Algorithms for the Adaptive Computation of the Smoothing Parameter for Probabilistic Neural Network

(2015) Maciej Kusy et al.   IEEE Transactions on Neural Networks and Learning Systems

Designing Artificial Neural Networks Using Particle Swarm Optimization Algorithms

(2015) Beatriz A. Garro et al.   Computational Intelligence and Neuroscience

Multi-objective optimization of nanofluid flow in flat tubes using CFD, Artificial Neural Networks and genetic algorithms

(2014) H. Safikhani et al.   ADVANCED POWDER TECHNOLOGY

Prediction of airblast-overpressure induced by blasting using a hybrid artificial neural network and particle swarm optimization

(2014) M. Hajihassani et al.   APPLIED ACOUSTICS

Estimates of energy consumption in Turkey using neural networks with the teaching–learning-based optimization algorithm

(2014) Ergun Uzlu et al.   ENERGY

A novel MPPT (maximum power point tracking) algorithm based on a modified genetic algorithm specialized on tracking the global maximum power point in photovoltaic systems affected by partial shading

(2014) Stefan Daraban et al.   ENERGY

An Improved Fuzzy Logic Controller Design for PV Inverters Utilizing Differential Search Optimization

(2014) Ammar Hussein Mutlag et al.   INTERNATIONAL JOURNAL OF PHOTOENERGY

An efficient model based on artificial bee colony optimization algorithm with Neural Networks for electric load forecasting

(2014) Shahid M. Awan et al.   NEURAL COMPUTING & APPLICATIONS

Brain–Computer Interface Classifier for Wheelchair Commands Using Neural Network With Fuzzy Particle Swarm Optimization

(2014) Rifai Chai et al.   IEEE Journal of Biomedical and Health Informatics

Novel quantum-inspired firefly algorithm for optimal power quality monitor placement

(2014) Ling Ai Wong et al.   Frontiers in Energy

Backtracking Search Optimization Algorithm for numerical optimization problems

(2013) Pinar Civicioglu   APPLIED MATHEMATICS AND COMPUTATION

Operational optimization of crude oil distillation systems using artificial neural networks

(2013) Lluvia M. Ochoa-Estopier et al.   COMPUTERS & CHEMICAL ENGINEERING

Artificial Neural Network trained by Particle Swarm Optimization for non-linear channel equalization

(2013) Gyanesh Das et al.   EXPERT SYSTEMS WITH APPLICATIONS

Application of artificial neural network and optimization algorithms for optimizing surface roughness, tool life and cutting forces in turning operation

(2013) F. Jafarian et al.   Journal of Mechanical Science and Technology

Modeling and optimization of HVAC systems using artificial neural network and genetic algorithm

(2013) Nabil Nassif   Building Simulation

Quantum-Based Algorithm for Optimizing Artificial Neural Networks

(2013) Tzyy-Chyang Lu et al.   IEEE Transactions on Neural Networks and Learning Systems

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

Artificial neural network training using a new efficient optimization algorithm

(2012) Alireza Askarzadeh et al.   APPLIED SOFT COMPUTING

Prediction of Short-Term Traffic Variables Using Intelligent Swarm-Based Neural Networks

(2012) Kit Yan Chan et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

A New Particle Swarm Optimization Method Enhanced With a Periodic Mutation Strategy and Neural Networks

(2012) Y. Volkan Pehlivanoglu   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Neural network-particle swarm modeling to predict thermal properties

(2012) Juan A. Lazzús   MATHEMATICAL AND COMPUTER MODELLING

A Review of Deterministic Optimization Methods in Engineering and Management

(2012) Ming-Hua Lin et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Application of Artificial Neural Networks and Particle Swarm Optimization for the Management of Groundwater Resources

(2012) Shishir Gaur et al.   WATER RESOURCES MANAGEMENT

Evolutionary artificial neural networks: a review

(2011) Shifei Ding et al.   ARTIFICIAL INTELLIGENCE REVIEW

Hybrid Optimization Rainfall-Runoff Simulation Based on Xinanjiang Model and Artificial Neural Network

(2011) Xiao-meng Song et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Analysis and optimization of a transcritical power cycle with regenerator using artificial neural networks and genetic algorithms

(2011) M M Rashidi et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART A-JOURNAL OF POWER AND ENERGY

Reliability based optimization of laminated composite structures using genetic algorithms and Artificial Neural Networks

(2011) Herbert Martins Gomes et al.   STRUCTURAL SAFETY

GSA: A Gravitational Search Algorithm

(2009) Esmat Rashedi et al.   INFORMATION SCIENCES

Particle swarm optimization-based parameter identification applied to permanent magnet synchronous motors

(2008) Li Liu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

The Graph Neural Network Model

(2008) F. Scarselli et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

A Hybrid of Cooperative Particle Swarm Optimization and Cultural Algorithm for Neural Fuzzy Networks and Its Prediction Applications

(2008) Cheng-Jian Lin et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE