Cargando…

Swarm-based hybrid optimization algorithms: an exhaustive analysis and its applications to electricity load and price forecasting

In this work, we intend to propose multiple hybrid algorithms with the idea of giving a choice to the particles of a swarm to update their position for the next generation. To implement this concept, Cuckoo Search Algorithm (CSA), Grey Wolf Optimization (GWO), Harris Hawks Optimization (HHO), and Wh...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kottath, Rahul, Singh, Priyanka, Bhowmick, Anirban
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer Berlin Heidelberg 2023
Materias:	Application of Soft Computing
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10008129/ https://www.ncbi.nlm.nih.gov/pubmed/37362291 http://dx.doi.org/10.1007/s00500-023-07928-0

Ejemplares similares

Foreign exchange forecasting and portfolio optimization strategy based on hybrid-molecular differential evolution algorithms
por: Zhang, Xuecong, et al.
Publicado: (2022)

Fuzzy dynamic parameter adaptation in the bird swarm algorithm for neural network optimization
por: Melin, Patricia, et al.
Publicado: (2022)

RETRACTED ARTICLE: Enhanced bat algorithm for COVID-19 short-term forecasting using optimized LSTM
por: Rauf, Hafiz Tayyab, et al.
Publicado: (2021)

An adaptive particle swarm optimization-based hybrid long short-term memory model for stock price time series forecasting
por: Kumar, Gourav, et al.
Publicado: (2022)

An Intelligent handcrafted feature selection using Archimedes optimization algorithm for facial analysis
por: Neggaz, Imène, et al.
Publicado: (2022)

Forecasting China’s stock market risk under the background of the Stock Connect programs
por: Chen, Wei, et al.
Publicado: (2023)

Multi-objective economic emission dispatch of thermal power-electric vehicles considering user’s revenue
por: Qiao, Baihao, et al.
Publicado: (2022)

VGG16-random fourier hybrid model for masked face recognition
por: Sikha, O. K., et al.
Publicado: (2022)

Improvement on PDP Evaluation Performance Based on Neural Networks and SGDK-means Algorithm
por: Deng, Fan, et al.
Publicado: (2021)

Algorithms for Covid-19 outbreak using soft set theory: estimation and application
por: Dalkılıç, Orhan, et al.
Publicado: (2022)

Modeling the leader–follower supply chain network under uncertainty and solving by the HGALO algorithm
por: Ghahremani Nahr, Javid, et al.
Publicado: (2022)

A hybrid decision-making framework to manage occupational stress in project-based organizations
por: Sazvar, Zeinab, et al.
Publicado: (2022)

Region of interest-based predictive algorithm for subretinal hemorrhage detection using faster R-CNN
por: Suchetha, M., et al.
Publicado: (2021)

Ziwi: indoor and outdoor planning network—framework to collection, modeling and network structure based on computational optimization and measurements
por: Rocha, Lidia, et al.
Publicado: (2022)

An approach for joint optimization of probabilistic group test based on cost and time value: taking nucleic acid detection of COVID-19 as an example
por: Ma, Qianli, et al.
Publicado: (2023)

A non-entropy-based optimal multilevel threshold selection technique for COVID-19 X-ray images using chance-based birds’ intelligence
por: Das, Gyanesh, et al.
Publicado: (2023)

Forecasting stock price using integrated artificial neural network and metaheuristic algorithms compared to time series models
por: Shahvaroughi Farahani, Milad, et al.
Publicado: (2021)

Evidence of the correlation between a city’s air pollution and human health through soft computing
por: Rampone, Salvatore, et al.
Publicado: (2021)

Deep neural networks for COVID-19 detection and diagnosis using images and acoustic-based techniques: a recent review
por: Hariri, Walid, et al.
Publicado: (2021)

A novel integrated intuitionistic fuzzy decision aid for agile outsourcing provider selection: a COVID-19 pandemic-based scenario analysis
por: Goker, Nazli
Publicado: (2021)

Neuro-fuzzy network incorporating multiple lexicons for social sentiment analysis
por: Vashishtha, Srishti, et al.
Publicado: (2021)

Blockchain for federated learning toward secure distributed machine learning systems: a systemic survey
por: Li, Dun, et al.
Publicado: (2021)

Applying the Delphi and fuzzy DEMATEL methods for identification and prioritization of the variables affecting Iranian citrus exports to Russia
por: Hosseini, Seyyed Mehdi, et al.
Publicado: (2022)

Wavelet packet and fuzzy logic theory for automatic fault detection in induction motor
por: Talhaoui, Hicham, et al.
Publicado: (2022)

A deep neural network for the classification of epileptic seizures using hierarchical attention mechanism
por: Chirasani, Sateesh Kumar Reddy, et al.
Publicado: (2022)

A comparative analysis of metaheuristics applied to adaptive curriculum sequencing
por: Martins, André Ferreira, et al.
Publicado: (2021)

Automating fake news detection using PPCA and levy flight-based LSTM
por: Dixit, Dheeraj Kumar, et al.
Publicado: (2022)

Fuzzy proximity-based robust data hiding scheme with interval threshold
por: Singh, Prabhash Kumar, et al.
Publicado: (2022)

The reliability analysis based on the generalized intuitionistic fuzzy two-parameter Pareto distribution
por: Roohanizadeh, Zahra, et al.
Publicado: (2022)

Intelligent attendance monitoring system with spatio-temporal human action recognition
por: Tsai, Ming-Fong, et al.
Publicado: (2022)

Automatic approach for mask detection: effective for COVID-19
por: Banik, Debajyoty, et al.
Publicado: (2022)

A prediction model of stock market trading actions using generative adversarial network and piecewise linear representation approaches
por: Wu, Jheng-Long, et al.
Publicado: (2022)

Evaluation of quality of online shopping services in times of COVID-19 based on E-S-QUAL model and Fuzzy TOPSIS method
por: de Melo, Fagner José Coutinho, et al.
Publicado: (2022)

Predicting examinee performance based on a fuzzy cloud cognitive diagnosis framework in e-learning environment
por: Ma, Hua, et al.
Publicado: (2023)

Locating the propagation source in complex networks with observers-based similarity measures and direction-induced search
por: Yang, Fan, et al.
Publicado: (2023)

Early infectious diseases identification based on complex probabilistic hesitant fuzzy N-soft information
por: Ashraf, Shahzaib, et al.
Publicado: (2023)

Combining SWOT analysis and neutrosophic cognitive maps for multi-criteria decision making: a case study of organic agriculture in India
por: Obbineni, Jagan, et al.
Publicado: (2023)

An interdisciplinary educational path to understand the economic phenomena of a fluid and complex world with mathematics
por: Bimonte, Giovanna, et al.
Publicado: (2023)

A comprehensive review of analyzing the chest X-ray images to detect COVID-19 infections using deep learning techniques
por: Subramaniam, Kavitha, et al.
Publicado: (2023)

Advances in electric power and energy systems: load and price forecasting
por: El-Hawary, Mohamed E
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_rplusd02s224blp36s28th6afp