Výsledky vyhledávání - "binary metaheuristic algorithms"

A survey on binary metaheuristic algorithms and their engineering applications Autor Pan, Jeng-Shyang, Hu, Pei, Snášel, Václav, Chu, Shu-Chuan

“…This article presents a comprehensively state-of-the-art investigation of the engineering applications utilized by binary metaheuristic algorithms…”
Získat plný text

A survey on binary metaheuristic algorithms and their engineering applications: A survey on binary metaheuristic algorithms Autor Pan, Jeng-Shyang, Hu, Pei, Snášel, Václav, Chu, Shu-Chuan

“…This article presents a comprehensively state-of-the-art investigation of the engineering applications utilized by binary metaheuristic algorithms…”
Získat plný text

Multi-objective optimization of IoT-based green building energy system using binary metaheuristic algorithms Autor Wang, Qiong, Chen, Gang, Khishe, Mohammad, Ibrahim, Banar Fareed, Rashidi, Shima

“…Green building energy optimization systems (GBEOS) are of great interest to academics and industry professionals. One of the main challenges of GBEOS is…”
Získat plný text

Binary metaheuristic algorithms for 0–1 knapsack problems: Performance analysis, hybrid variants, and real-world application Autor Mohamed Abdel-Basset, Reda Mohamed, Safaa Saber, Ibrahim M. Hezam, Karam M. Sallam, Ibrahim A. Hameed

“…This paper examines the performance of three binary metaheuristic algorithms when applied to two distinct knapsack problems (0…”
Získat plný text

BE-GWO: Binary extremum-based grey wolf optimizer for discrete optimization problems Autor Banaie-Dezfouli, Mahdis, Nadimi-Shahraki, Mohammad H., Beheshti, Zahra

Získat plný text

B-MFO: A Binary Moth-Flame Optimization for Feature Selection from Medical Datasets Autor Nadimi-Shahraki, Mohammad H., Banaie-Dezfouli, Mahdis, Zamani, Hoda, Taghian, Shokooh, Mirjalili, Seyedali

“…Advancements in medical technology have created numerous large datasets including many features. Usually, all captured features are not necessary, and there…”
Získat plný text

Wrapper Feature Selection: Comparative Study of Binary Metaheuristic Algorithms Autor Salmi, Abderezak, Teklal, Kahina, Hammouche, Kamal

“…Feature selection is one of the major challenges in machine learning problems. It reduces the number of features and improves performance by removing the…”
Získat plný text

An Improved Binary Quantum-based Avian Navigation Optimizer Algorithm to Select Effective Feature Subset from Medical Data: A COVID-19 Case Study Autor Fatahi, Ali, Nadimi-Shahraki, Mohammad H., Zamani, Hoda

“…Feature Subset Selection (FSS) is an NP-hard problem to remove redundant and irrelevant features particularly from medical data, and it can be effectively…”
Získat plný text

Binary Approaches of Quantum-Based Avian Navigation Optimizer to Select Effective Features from High-Dimensional Medical Data Autor Nadimi-Shahraki, Mohammad H., Fatahi, Ali, Zamani, Hoda, Mirjalili, Seyedali

“…Many metaheuristic approaches have been developed to select effective features from different medical datasets in a feasible time. However, most of them cannot…”
Získat plný text

Binary Starling Murmuration Optimizer Algorithm to Select Effective Features from Medical Data Autor Nadimi-Shahraki, Mohammad H., Asghari Varzaneh, Zahra, Zamani, Hoda, Mirjalili, Seyedali

“…Feature selection is an NP-hard problem to remove irrelevant and redundant features with no predictive information to increase the performance of machine…”
Získat plný text

Binary Peacock Algorithm: A Novel Metaheuristic Approach for Feature Selection Autor Banati, Hema, Sharma, Richa, Yadav, Asha

“…Binary metaheuristic algorithms prove to be invaluable for solving binary optimization problems…”
Získat plný text

Comparative Analysis of Transfer Function-based Binary Metaheuristic Algorithms for Feature Selection Autor Taghian, Shokooh, Nadimi-Shahraki, Mohammad H., Zamani, Hoda

“… To address this issue, many binary metaheuristic algorithms are proposed to approximate the optimal solution by removing irrelevant features within an acceptable computational time…”
Získat plný text

Optimum Location of Field Hospitals for COVID-19: A Nonlinear Binary Metaheuristic Algorithm Autor Ali Hassan, Said, Alnowibet, Khalid, Agrawal, Prachi, Wagdy Mohamed, Ali

“…Determining the optimum location of facilities is critical in many fields, particularly in healthcare. This study proposes the application of a suitable…”
Získat plný text

Learning the transfer function in binary metaheuristic algorithm for feature selection in classification problems Autor Nassiri, Zahra, Omranpour, Hesam

“…One of the most challenging issues in pattern recognition is the data attribution selection process. Feature selection plays a key role in solving problems…”
Získat plný text

Examination and comparison of binary metaheuristic wrapper-based input variable selection for local and global climate information-driven one-step monthly streamflow forecasting Autor Ren, Kun, Wang, Xue, Shi, Xiaoyu, Qu, Jihong, Fang, Wei

“…•Binary metaheuristic-based shallow machine learning wrappers were examined.•MIC was employed to investigate the correlations.•Results underline selecting a…”
Získat plný text

Evaluating the impact of improved filter-wrapper input variable selection on long-term runoff forecasting using local and global climate information Autor Yang, Binlin, Chen, Lu, Yi, Bin, Li, Siming

“… However, binary metaheuristic algorithms (BMAs) in wrapper input variable selection (WIVS), such as golden jackal optimization…”
Získat plný text

Binary Aquila Optimizer for Selecting Effective Features from Medical Data: A COVID-19 Case Study Autor Nadimi-Shahraki, Mohammad H., Taghian, Shokooh, Mirjalili, Seyedali, Abualigah, Laith

“…Medical technological advancements have led to the creation of various large datasets with numerous attributes. The presence of redundant and irrelevant…”
Získat plný text

Improved cancer detection through feature selection using the binary Al Biruni Earth radius algorithm Autor M. El-Kenawy, El-Sayed, Khodadadi, Nima, Eid, Marwa M., Khodadadi, Ehsaneh, Khodadadi, Ehsan, Khafaga, Doaa Sami, Alhussan, Amel Ali, Ibrahim, Abdelhameed, Saber, Mohamed

“…With the advancement of medical technology, a large amount of complex data on cancers is produced for diagnosing and treating cancers. However, not all this…”
Získat plný text

Enhanced Transmission Expansion Planning with a High Confidence Strategy Considering Fluctuations in Solar PV Generation and Electricity Demand Autor Somchit, Siripat, Kaewdornhan, Niphon, Chatthaworn, Rongrit

“…Transmission Expansion Planning (TEP) is a popular approach to support the electricity demand increase and accommodate the solar photovoltaic systems increase…”
Získat plný text

Enhanced Polar Lights Optimization with Cryptobiosis and Differential Evolution for Global Optimization and Feature Selection Autor Gao, Yang, Cheng, Liang

“…Optimization algorithms play a crucial role in solving complex problems across various fields, including global optimization and feature selection (FS). This…”
Získat plný text