Multiobjective whale optimization algorithm‐based feature selection for intelligent systems
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22979
Abstract: With regard to large dimensions of contemporary data sets and restricted computational time of intelligent systems, reducing the dimensions of data sets is necessary. Feature selection is a practical way to remove a set of… read more here.
Keywords: whale optimization; algorithm; intelligent systems; feature selection ... See more keywords
Implementing self adaptiveness in whale optimization for cluster head section in Internet of Things
Sign Up to like & getrecommendations! Published in 2018 at "Cluster Computing"
DOI: 10.1007/s10586-017-1628-3
Abstract: With ample technological developments and flourishing demand for digital assistance in daily life and work environments that goes along with it, technologies are required to derive this application domain to the subsequent level. Internet of… read more here.
Keywords: head; internet things; cluster head; whale optimization ... See more keywords
A Novel Whale Optimization Algorithm for Cryptanalysis in Merkle-Hellman Cryptosystem
Sign Up to like & getrecommendations! Published in 2018 at "Mobile Networks and Applications"
DOI: 10.1007/s11036-018-1005-3
Abstract: With the advance of the communication technology and the massive flow of information across the internet, it is becoming urgent to keep the confidentiality of the transmitted information. Using the internet has been extended to… read more here.
Keywords: merkle hellman; optimization; cryptanalysis; optimization algorithm ... See more keywords
Elephant herding with whale optimization enabled ORB features and CNN for Iris recognition
Sign Up to like & getrecommendations! Published in 2022 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-021-11746-7
Abstract: Iris biometrics is one of the frequently used biometrics for security purposes, and it provides the appropriate tools for identifying humans. Deep learners when used along with iris recognition can improve accuracy, automatic learning, and… read more here.
Keywords: orb features; whale optimization; elephant herding; recognition ... See more keywords
A novel PCA–whale optimization-based deep neural network model for classification of tomato plant diseases using GPU
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Real-Time Image Processing"
DOI: 10.1007/s11554-020-00987-8
Abstract: The human population is growing at a very rapid scale. With this progressive growth, it is extremely important to ensure that healthy food is available for the survival of the inhabitants of this planet. Also,… read more here.
Keywords: neural network; deep neural; plant; model ... See more keywords
Integration of RNN with GARCH refined by whale optimization algorithm for yield forecasting: a hybrid machine learning approach
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-020-01922-2
Abstract: Forecasting yield is a challenging task in all agricultural crops. So, it is imperative to develop a machine learning hybrid model with available data for yield forecasting. The main objective of this research is to… read more here.
Keywords: machine learning; yield; optimization algorithm; garch ... See more keywords
On Some Improved Versions of Whale Optimization Algorithm
Sign Up to like & getrecommendations! Published in 2019 at "Arabian Journal for Science and Engineering"
DOI: 10.1007/s13369-019-04016-0
Abstract: Whale optimization algorithm (WOA) is a recently developed swarm intelligence-based algorithm which is inspired from the social behavior of humpback whale. This algorithm mimics the bubble-net hunting strategy of whales and has been applied to… read more here.
Keywords: optimization; improved versions; optimization algorithm; whale optimization ... See more keywords
A Novel Approach Based on Average Swarm Intelligence to Improve the Whale Optimization Algorithm
Sign Up to like & getrecommendations! Published in 2021 at "Arabian Journal for Science and Engineering"
DOI: 10.1007/s13369-021-06042-3
Abstract: In this study, a new technique has been introduced by changing the convergence of the whale optimization algorithm, which has the principle of approaching its prey by following the pack leader strictly. For this, first… read more here.
Keywords: whale optimization; new technique; novel approach; optimization algorithm ... See more keywords
Optimized controller design for islanded microgrid using non-dominated sorting whale optimization algorithm (NSWOA)
Sign Up to like & getrecommendations! Published in 2021 at "Ain Shams Engineering Journal"
DOI: 10.1016/j.asej.2021.01.035
Abstract: Abstract Swarm-based nature-inspired optimization techniques are developing rapidly due to their universal acceptance and capability in solving various real-life challenges efficiently. Hybridization of swarm intelligence based optimization algorithms with multi-objective based solution techniques is creating… read more here.
Keywords: optimization; optimization algorithm; dominated sorting; whale optimization ... See more keywords
AltWOA: Altruistic Whale Optimization Algorithm for feature selection on microarray datasets.
Sign Up to like & getrecommendations! Published in 2022 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2022.105349
Abstract: The data-driven modern era has enabled the collection of large amounts of biomedical and clinical data. DNA microarray gene expression datasets have mainly gained significant attention to the research community owing to their ability to… read more here.
Keywords: microarray; optimization algorithm; feature selection; whale optimization ... See more keywords
An efficient terminal voltage control for PEMFC based on an improved version of whale optimization algorithm
Sign Up to like & getrecommendations! Published in 2020 at "Energy Reports"
DOI: 10.1016/j.egyr.2020.02.035
Abstract: Abstract Recently, the application of the proton exchange membrane fuel cells (PEMFCs) is extensively increasing as a popular renewable energy source. PEMFCs need low temperature for the operation along with high power density and easy… read more here.
Keywords: whale optimization; pemfc; optimization algorithm; version whale ... See more keywords