Search Results - "Metaheuristic Optimization Algorithms"

Tumor bagging: a novel framework for brain tumor segmentation using metaheuristic optimization algorithms by Shivhare, Shiv Naresh, Kumar, Nitin

“…). For this purpose, three metaheuristic optimization algorithms viz. Gray Wolf Optimizer, Artificial Electric Field Optimization Algorithm and Spider Monkey Optimization have been exploited for learning the network parameters of MLP…”
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Comparison of popular metaheuristic optimization algorithms for the optimal design of DC-DC converters by Saharia, Barnam Jyoti, Sarmah, Nabin

“… Design optimization of a DC-DC Buck, Boost, Synchronous Buck and Double Buck converters to reduce overall operational losses is the subject of investigation in this study…”
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The design approaches of two-dimensional digital filters based on metaheuristic optimization algorithms: a review of the literature by Kockanat, Serdar, Karaboga, Nurhan

“… Thus, researchers and practitioners have investigated various advanced methods based on metaheuristic optimization algorithms for the design of the two-dimensional digital filter…”
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Excess energy management and techno-economic analysis of optimal designed isolated microgrid with reliability and environmental aspects by Yadav, Subhash, Kumar, Pradeep, Kumar, Ashwani

“…), subject to Deficiency of Power…”
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Calibration of Manning’s roughness coefficients for shallow-water flows on complex bathymetries using optimization algorithms and surrogate neural network models by Metcheka Kengne, Igor Gildas, Delmas, Vincent, Soulaïmani, Azzeddine

“…•The main features of a newly developed high-performance multi-GPU solver for the shallow-water equations are presented. This solver is used to build a…”
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Short-term photovoltaic power production forecasting based on novel hybrid data-driven models by Alrashidi, Musaed, Rahman, Saifur

“…) with different Metaheuristic Optimization Algorithms, namely Social Spider Optimization, Particle Swarm Optimization, Cuckoo Search Optimization, and Neural Network Algorithm…”
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Ọdịgbo Metaheuristic Optimization Algorithm for Computation of Real-Parameters and Engineering Design Optimization by V, Ikpo C, K, Akowuah E, J, Kponyo J, O, Boateng K

“…This paper proposes a new population-based global optimization algorithm, Ọdịgbo Metaheuristic Optimization Algorithm…”
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Metaheuristic Optimization-Based Feature Selection for Imagery and Arithmetic Tasks: An fNIRS Study by Zafar, Amad, Hussain, Shaik Javeed, Ali, Muhammad Umair, Lee, Seung Won

“…) were computed from all the available channels to form a training vector. Seven metaheuristic optimization algorithms were tested for their classification performance using a k-nearest neighbor-based cost function…”
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A fuzzy c-means bi-sonar-based Metaheuristic Optimization Algorithm by Khan, Koffka, Sahai, Ashok

“…Fuzzy clustering is an important problem which is the subject of active research in several real world applications. Fuzzy c-means (FCM…”
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Detection of Violations in Credit Cards of Banks and Financial Institutions based on Artificial Neural Network and Metaheuristic Optimization Algorithm by Monirzadeh, Zarrin, Habibzadeh, Mehdi, Farajian, Nima

“… for commercial and economic relations. These developments, although occurring for less than a century, electronic communications have always been subject to interference, cheating, fraud, and other acts of sabotage…”
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PyBioNetFit and the Biological Property Specification Language by Mitra, Eshan D., Suderman, Ryan, Colvin, Joshua, Ionkov, Alexander, Hu, Andrew, Sauro, Herbert M., Posner, Richard G., Hlavacek, William S.

“… PyBioNetFit performs parameterization with parallelized metaheuristic optimization algorithms that work directly with existing model definition standards…”
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Inverse analysis of strain distributions sensed by distributed fiber optic sensors subject to strain transfer by Mahjoubi, Soroush, Tan, Xiao, Bao, Yi

“…•Multiple metaheuristic optimization algorithms are used and compared for the inverse analysis…”
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CRLM: A cooperative model based on reinforcement learning and metaheuristic algorithms of routing protocols in wireless sensor networks by Wang, Zhendong, Shao, Liwei, Yang, Shuxin, Wang, Junling, Li, Dahai

“… However, the selection of cluster heads and routes is NP-hard. Most of the existing routing protocols use heuristic or metaheuristic optimization algorithms to solve this problem…”
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ABC+CNN-SH: Detection of peruvian coffea leaf diseases with a new hybrid classification algorithm based on ABC optimization and CNN by Çetiner, Halit, Metlek, Sedat

“…•ABC-based hyperparameter optimization outperforms traditional methods.•The innovative solution prevents yield losses due to mineral deficiencies in Peruvian…”
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A multi-faceted review of wind turbine optimization techniques: Metaheuristics and related issues by Rezk, Hegazy, Olabi, Abdul Ghani, Wilberforce, Tabbi, Sayed, Enas Taha

“… This article comprehensively reviews the current optimization state for wind energy systems and examines the use of metaheuristic optimization algorithms…”
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Optimization of K-nearest neighbor using particle swarm optimization for face recognition by Sasirekha, K., Thangavel, K.

“… The metaheuristic optimization algorithms such as genetic algorithm, PSO, and ant colony optimization are investigated for feature selection…”
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Simheuristics: An Introductory Tutorial by Juan, Angel A., Li, Yuda, Ammouriova, Majsa, Panadero, Javier, Faulin, Javier

“… Since many real-life optimization problems in the aforementioned industries are NP-hard and large scale, metaheuristic optimization algorithms are required…”
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Hybrid evolutionary optimization for takeaway order selection and delivery path planning utilizing habit data by Zhang, Min-Xia, Wu, Jia-Yu, Wu, Xue, Zheng, Yu-Jun

“… In this paper, we present a problem integrating order selection and delivery path planning for deliverymen, the objective of which is to maximize the revenue per unit time subject to maximum delivery…”
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A COMPARATIVE ANALYSIS OF CONSTRAINT-HANDLING MECHANISMS FOR SOLVING ENGINEERING DESIGN PROBLEMS by GÖLCÜK, İlker

“… The engineering design problems are usually subject to various constraints. Although many state-of-the-art metaheuristic optimization algorithms have been developed…”
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jHawanet: An Open-Source Project for the Implementation and Assessment of Multi-Objective Evolutionary Algorithms on Water Distribution Networks by Gutiérrez-Bahamondes, Jimmy H., Salgueiro, Yamisleydi, Silva-Rubio, Sergio A., Alsina, Marco A., Mora-Meliá, Daniel, Fuertes-Miquel, Vicente S.

“… Despite these computational advances, practical implementation of multi-objective optimization algorithms for water networks is an abstruse subject for researchers and engineers, particularly…”
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