Výsledky vyhledávání - Metaheuristic algorithm design

Automated Metaheuristic Algorithm Design With Autoregressive Learning Autor Zhao, Qi, Liu, Tengfei, Yan, Bai, Duan, Qiqi, Yang, Jian, Shi, Yuhui

“…Automated design of metaheuristic algorithms offers an attractive avenue to reduce human effort and gain enhanced performance beyond human intuition…”
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Thinking Innovation Strategy (TIS): A novel mechanism for metaheuristic algorithm design and evolutionary update Autor Jia, Heming, Zhou, Xuelian, Zhang, Jinrui

“…The metaheuristic optimization algorithm(MHS) is a global optimization method inspired by natural phenomena, demonstrating superior performance in specific application scenarios…”
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Elephant clan optimization: A nature-inspired metaheuristic algorithm for the optimal design of structures Autor Jafari, Malihe, Salajegheh, Eysa, Salajegheh, Javad

“…The current study proposes a new metaheuristic algorithm based on the clan behavior of elephants, called elephant clan optimization (ECO…”
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Guided learning strategy: A novel update mechanism for metaheuristic algorithms design and improvement Autor Jia, Heming, Lu, Chenghao

“…Meta-heuristic algorithms (MH) are naturally inspired global optimization algorithms…”
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Design of optimal model-free PI controllers using metaheuristic algorithms for a distillation column: Design of optimal model-free PI controllers using metaheuristic algorithms for a distillation Autor Pazoki, Danial, Sarbandi, Moein, Kazemi, Reza, Modirrousta, Mohammad Hossein, Nikoofard, Amirhossein, Khaki-Sedigh, Ali

“… This paper introduces two model-free approaches for tuning centralized proportional–integral (PI) controllers employing metaheuristic algorithms instead of trial-and-error techniques…”
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Sustainable tire closed-loop supply chain network design: Hybrid metaheuristic algorithms for large-scale networks Autor Sahebjamnia, Navid, Fathollahi-Fard, Amir Mohammad, Hajiaghaei-Keshteli, Mostafa

“… opportunities and work's damages. To alleviate the drawbacks of existing metaheuristic algorithms when solving the large-scale networks, four new hybrid metaheuristic algorithms based on the advantages…”
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Improving Metaheuristic Algorithm Design Through Inequality and Diversity Analysis: A Novel Multi-Population Differential Evolution Autor Ramos-Michel, Alfonso, Navarro, Mario A., Oliva, Diego, Morales-Castaneda, Bernardo, Casas-Ordaz, Angel, Valdivia, Arturo, Rodriguez-Esparza, Erick, Jalaleddin Mousavirad, Seyed

“…In evolutionary algorithms and metaheuristics, defining when applying a specific operator is important…”
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An improved newton metaheuristic algorithm for design optimization of steel moment-resisting frames Autor Zaerreza, Ataollah, Gholizadeh, Saeed, Mohammadi, Mirali

“…•Introducing an Improved Newton Metaheuristic Algorithm (INMA).•Demonstrating the superior performance of INMA over existing algorithms through benchmark design…”
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An efficient double-loop reliability-based optimization with metaheuristic algorithms to design soil nail walls under uncertain condition Autor Shirgir, Sina, Shamsaddinlou, Amir, Zare, Reza Najafi, Zehtabiyan, Sorour, Bonab, Masoud Hajialilue

“…•The atomic orbital search algorithm is improved, inspiring from positronium formation to solve engineering problems…”
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Arctic puffin optimization: A bio-inspired metaheuristic algorithm for solving engineering design optimization Autor Wang, Wen-chuan, Tian, Wei-can, Xu, Dong-mei, Zang, Hong-fei

“…•A new metaheuristic algorithm named arctic puffin optimization (APO) was proposed.•The APO algorithm simulates the aerial flight and underwater foraging behavior of arctic puffins…”
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Modified metaheuristic algorithms to design a closed-loop supply chain network considering quantity discount and fixed-charge transportation Autor Chaharmahali, Golara, Ghandalipour, Davoud, Jasemi, Milad, Molla-Alizadeh-Zavardehi, Saber

“…•Application of eight basic and modified algorithms for the new NP-hard model.•Application of Taguchi method to calibrate the proposed algorithms' parameters and operators…”
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Advancements in Microstrip Patch Antenna Design Using Nature-Inspired Metaheuristic Optimization Algorithms: A Systematic Review Autor Ghewari, Pravin, Patil, Vinod

“… To address these limitations, nature-inspired metaheuristic optimization algorithms have emerged as a popular alternative…”
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A novel metaheuristic optimizer inspired by behavior of jellyfish in ocean Autor Chou, Jui-Sheng, Truong, Dinh-Nhat

“…•JS optimizer outperforms well-known metaheuristic algorithms and prior studies. This study develops a novel metaheuristic algorithm that is motivated…”
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Efficient design, operation and control of commercial proton exchange membrane fuel cells (PEMFCs) in clean energy technology Autor Bakır, Hüseyin, Ağbulut, Ümit

“… The accurate and reliable identification of PEMFC model parameters is a major challenge that requires further research and advanced algorithms…”
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HWOA‐TTA: A New Hybrid Metaheuristic Algorithm for Global Optimization and Engineering Design Applications Autor Najm, Huda Y., Khaleel, Elaf Sulaiman, Hamed, Eman T., Ahmed, Huda I.

“…Hybrid metaheuristics is one of the most exciting improvements in optimization and metaheuristic algorithms…”
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Energy-Efficient Optimization of Jaw-Type Blowout Preventer Activation Using Combined Experimental Design and Metaheuristic Algorithms Autor Marković, Milan, Novaković, Borivoj, Đurđev, Mića, Jovanović, Saša, Desnica, Eleonora, Blažić, Marko, Tolmač, Jasna

“…This paper presents the optimization of the power required to activate a jaw-type blowout preventer (BOP) in the oil industry using an axial piston pump…”
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Modelling and optimization of corrosion rate of Ni-Co-P coating using box-behnken design, gradient descent with RMSprop & metaheuristic algorithm Autor Hassan, Tarik, Mallick, Ankita, Lamichaney, Sameer, Mandal, Sukhen Das, Sarkar, Subhasish, Mondal, Nitesh, Majumdar, Gautam

“…, Artificial Bee Colony, Firefly, and Teaching-Learning-Based-Optimization algorithms. Fifteen coated samples with variable compositions are synthesized as per the three…”
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A Comparative Study of Metaheuristic Algorithms for Reliability-Based Design Optimization Problems Autor Meng, Zeng, Li, Gang, Wang, Xuan, Sait, Sadiq M., Yıldız, Ali Rıza

“… This study presents a comprehensive work on the application of ten popular and recent metaheuristic algorithms of five engineering problems…”
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Application of state-of-the-art multiobjective metaheuristic algorithms in reliability-based design optimization: a comparative study Autor Meng, Zeng, Yıldız, Betül Sultan, Li, Gang, Zhong, Changting, Mirjalili, Seyedali, Yildiz, Ali Riza

“… This work conducts an exhaustive study of fifteen new and popular metaheuristic multiobjective RBDO algorithms, including non-dominated sorting genetic algorithm II, differential evolution…”
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Nutcracker optimizer: A novel nature-inspired metaheuristic algorithm for global optimization and engineering design problems Autor Abdel-Basset, Mohamed, Mohamed, Reda, Jameel, Mohammed, Abouhawwash, Mohamed

“…This work presents a novel nature-inspired metaheuristic called Nutcracker Optimization Algorithm (NOA) inspired by Clark’s nutcrackers…”
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