Search Results - binary enhanced whale optimization algorithm

OptEF-BCI: An Optimization-Based Hybrid EEG and fNIRS–Brain Computer Interface by Ali, Muhammad Umair, Kim, Kwang Su, Kallu, Karam Dad, Zafar, Amad, Lee, Seung Won

“… The computed features were fused to create a training vector. A wrapper-based binary enhanced whale optimization algorithm (E-WOA…”
Get full text

A novel binary modified beluga whale optimization algorithm using ring crossover and probabilistic state mutation for enhanced bladder cancer diagnosis by Gharaibeh, Hasan, Alawad, Noor Aldeen, Nasayreh, Ahmad, Al Mamlook, Rabia Emhamed, Makhadmeh, Sharif Naser, Bashkami, Ayah, Al-Na'amneh, Qais, Abualigah, Laith, Ezugwu, Absalom E.

“… In this study, a new Binary Modified White Whale Optimization (B-MBWO) algorithm is proposed to address the BC problem…”
Get full text

Classification framework for faulty-software using enhanced exploratory whale optimizer-based feature selection scheme and random forest ensemble learning by Mafarja, Majdi, Thaher, Thaer, Al-Betar, Mohammed Azmi, Too, Jingwei, Awadallah, Mohammed A., Abu Doush, Iyad, Turabieh, Hamza

“… The performance of RF is improved further using a dimensionality reduction method called binary whale optimization algorithm (BWOA…”
Get full text

Enhanced whale optimization algorithm for medical feature selection: A COVID-19 case study by Nadimi-Shahraki, Mohammad H., Zamani, Hoda, Mirjalili, Seyedali

“… Therefore, this paper is devoted to proposing an enhanced whale optimization algorithm named E-WOA using a pooling mechanism and three effective search strategies named migrating, preferential…”
Get full text

Improving Amphetamine-type Stimulants drug classification using chaotic-based time-varying binary whale optimization algorithm by Mohd Yusof, Norfadzlia, Muda, Azah Kamilah, Pratama, Satrya Fajri, Carbo-Dorca, Ramon, Abraham, Ajith

“…A new chaotic time-varying binary whale optimization algorithm (CBWOATV) is introduced in this paper to optimize the feature selection process in Amphetamine-type Stimulants (ATS…”
Get full text

Comprehensive Learning Strategy Enhanced Chaotic Whale Optimization for High-dimensional Feature Selection by Ma, Hanjie, Xiao, Lei, Hu, Zhongyi, Heidari, Ali Asghar, Hadjouni, Myriam, Elmannai, Hela, Chen, Huiling

“… To alleviate the imbalance of explore search ability and exploit search ability of the Whale Optimization Algorithm (WOA…”
Get full text

Horizontal crossover and co-operative hunting-based Whale Optimization Algorithm for feature selection by Chakraborty, Sanjoy, Saha, Apu Kumar, Ezugwu, Absalom E., Chakraborty, Ratul, Saha, Ashim

Get full text

Boosted Whale Optimization Algorithm With Natural Selection Operators for Software Fault Prediction by Hassouneh, Yousef, Turabieh, Hamza, Thaher, Thaer, Tumar, Iyad, Chantar, Hamouda, Too, Jingwei

“…, Feature Selection (FS) is an excellent solution to reduce data dimensionality. In this paper, we proposed an enhanced version of the Whale Optimization Algorithm (WOA…”
Get full text

AI-Powered Skin Lesion Diagnosis using Whale Optimization Algorithm Enhanced ResNet 50 for Cancer Prediction by Urundai Meeran, Sabura Banu

“…The primary objective of this study is to enhance the accuracy and efficiency of binary skin lesion classification by optimizing the ResNet-50 convolutional neural network using the Whale Optimization Algorithm (WOA…”
Get more information

Efficient Hybrid Nature-Inspired Binary Optimizers for Feature Selection by Mafarja, Majdi, Qasem, Asma, Heidari, Ali Asghar, Aljarah, Ibrahim, Faris, Hossam, Mirjalili, Seyedali

“… This paper proposes an enhanced hybrid metaheuristic approach using grey wolf optimizer (GWO) and whale optimization algorithm…”
Get full text

An Enhanced Evolutionary Student Performance Prediction Model Using Whale Optimization Algorithm Boosted with Sine-Cosine Mechanism by Thaher, Thaer, Zaguia, Atef, Al Azwari, Sana, Mafarja, Majdi, Chantar, Hamouda, Abuhamdah, Anmar, Turabieh, Hamza, Mirjalili, Seyedali, Sheta, Alaa

“…’ performance. This paper proposes an evolutionary-based SPP model utilizing an enhanced form of the Whale Optimization Algorithm (EWOA…”
Get full text

A Hyper Learning Binary Dragonfly Algorithm for Feature Selection: A COVID-19 Case Study by Too, Jingwei, Mirjalili, Seyedali

“… HLBDA is an enhanced version of the Binary Dragonfly Algorithm (BDA) in which a hyper learning strategy is used to assist the algorithm to escape local optima and improve searching behavior…”
Get full text

Medical Big Data Analysis using Binary Moth-Flame with Whale Optimization Approach by Rao, Saka Uma Maheswara, Rao, K Venkata, PVGD, Prasad Reddy

“… However, existing techniques have lower efficiency in handling heterogeneous medical data and the complexity of the features was not enhanced using an optimal feature selection model…”
Get full text

Techno-economic planning of distributed generation using modified whale optimization techniques by Raslan, Hussein Mahmoud, Osman, Zeinab Hanem, Hassan, Heba Ahmed

“…) and the Enhanced Whale Optimization Algorithm (E-WOA). These algorithms are newly applied to the mixed integer nonlinear problem of optimal allocation and operating power factor selection of multiple, renewable, and grid connected distributed generation…”
Get full text

A Feature Selection Approach Based on Hybrid Binary Particle Swarm and Whale Optimisation for Bearing Fault Diagnosis by Lee, Chun‐Yao, Le, Truong‐An, Hsueh, Xu‐Heng, Huang, Chung‐Hao

“…This study proposes a hybrid feature selection method (HBPSWOA) based on binary particle swarm optimisation and whale optimisation algorithm for bearing fault diagnosis…”
Get full text

Effective Feature Selection Strategy for Supervised Classification based on an Improved Binary Aquila Optimization Algorithm by Abd El-Mageed, Amr A., Abohany, Amr A., Elashry, Ahmed

“…) algorithm is introduced. AO has stable exploration and exploitation capabilities. It is enhanced by integrating…”
Get full text

Improved Binary Adaptive Wind Driven Optimization Algorithm-Based Dimensionality Reduction for Supervised Classification by Abd El-Mageed, Amr A., Gad, Ahmed G., Sallam, Karam M., Munasinghe, Kumudu, Abohany, Amr A.

“…•An improved Binary Adaptive Wind Driven Optimization algorithm (iBAWDO) is proposed.•Improvements include the crossover technique and Simulated Annealing…”
Get full text

IoT‐Enhanced Meta‐Heuristic Hybrid Deep Learning Model for Predicting Cotton Leaf Diseases by Patil, Bhushan V., Patil, Pravin Sahebrao

“…ABSTRACT In the textile industry, cotton serves as a crucial raw material; however, diseases affecting cotton leaves can result in substantial financial losses…”
Get full text

An integrated binary metaheuristic approach in dynamic unit commitment and economic emission dispatch for hybrid energy systems by Syama, S, Ramprabhakar, J, Anand, R, Guerrero, Josep M.

“…The current generation portfolio is obligated to incorporate zero-emissions energy sources, predominantly wind and solar, due to the depletion of fossil fuels…”
Get full text

An enhanced adaptive dynamic metaheuristic optimization algorithm for rainfall prediction depends on long short-term memory by Elshewey, Ahmed M., Alhussan, Amel Ali, Khafaga, Doaa Sami, Radwan, Marwa, El-kenawy, El-Sayed M., Khodadadi, Nima

“… This study introduces the Adaptive Dynamic Particle Swarm Optimization enhanced with the Guided…”
Get full text