Výsledky vyhledávání - Hyper-heuristic optimization algorithm

LLMOA: A novel large language model assisted hyper-heuristic optimization algorithm Autor Zhong, Rui, Hussien, Abdelazim G., Yu, Jun, Munetomo, Masaharu

“…This work presents a novel approach, the large language model assisted hyper-heuristic optimization algorithm (LLMOA…”
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An interpretable dual-output multivariate wind speed interval prediction scheme using hyper-heuristic optimization algorithm and deep neural networks Autor Lv, Mengzheng, Wang, Jianzhou, Wang, Shuai, Zhao, Yang, Gao, Jialu, Qian, Yuansheng

“…) that utilizes a hyper-heuristic optimization algorithm and a deep neural network is proposed, along with a novel loss function for training…”
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A particle swarm optimization based hyper-heuristic algorithm for the classic resource constrained project scheduling problem Autor Koulinas, Georgios, Kotsikas, Lazaros, Anagnostopoulos, Konstantinos

“… In this paper, we propose a particle swarm optimization (PSO) based hyper-heuristic algorithm for solving the resource constrained project scheduling problem (RCPSP…”
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A hybrid hyper-heuristic whale optimization algorithm for reusable launch vehicle reentry trajectory optimization Autor Su, Ya, Dai, Ying, Liu, Yi

“… The method combines the strong robustness and global optimization properties of hyper-heuristic whale optimization algorithm (HHWOA…”
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A new index‐based hyper‐heuristic algorithm for global optimisation problems Autor Hasanzadeh, Mohammad Reza, Keynia, Farshid, Hashemipour, Maliheh

“…In this research study, a new combination search algorithm, based on indexing its constituent processes, is proposed to solve global optimisation problems…”
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Evolutionary multi-mode slime mold optimization: a hyper-heuristic algorithm inspired by slime mold foraging behaviors Autor Zhong, Rui, Zhang, Enzhi, Munetomo, Masaharu

“…This paper proposes a novel hyper-heuristic algorithm termed evolutionary multi-mode slime mold optimization (EMSMO…”
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Surrogate Ensemble-Assisted Hyper-Heuristic Algorithm for Expensive Optimization Problems Autor Zhong, Rui, Yu, Jun, Zhang, Chao, Munetomo, Masaharu

“…This paper proposes a novel surrogate ensemble-assisted hyper-heuristic algorithm (SEA-HHA…”
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A hyper-heuristic algorithm via proximal policy optimization for multi-objective truss problems Autor Yin, Shihong, Xiang, Zhengrong

“…This paper proposes a hyper-heuristic evolutionary algorithm via proximal policy optimization, named HHEA-PPO, for solving multi-objective truss optimization problems…”
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A genetic programming hyper-heuristic with whale optimization algorithm for the dynamic resource-constrained multi-project scheduling problems Autor Chao, Yutong, Zhuang, Cunbo, Guo, Haoxin, Liu, Jianhua

“…). While traditional genetic programming hyper-heuristic (GPHH) algorithms struggle with large-scale problems, we propose an enhanced algorithm, GPHH-WOA, which integrates the whale optimization algorithm (WOA…”
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DEA2H2: differential evolution architecture based adaptive hyper-heuristic algorithm for continuous optimization Autor Zhong, Rui, Yu, Jun

“… ) for solving continuous optimization tasks. A representative hyper-heuristic algorithm consists of two main components…”
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A novel evolutionary status guided hyper-heuristic algorithm for continuous optimization Autor Zhong, Rui, Yu, Jun

“…This paper proposes a novel evolutionary status guided hyper-heuristic algorithm named ES-HHA for continuous optimization…”
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A hyper-heuristic optimization multi-task allocation in mobile crowdsensing based on inherent attributes Autor Cao, Heng, Yu, Yantao, Liu, Guojin, Wu, Yucheng

“…Task allocation is a critical issue in mobile crowdsensing (MCS) that significantly impacts the overall sensing quality of the system. However, previous…”
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DEA$$^2$$H$$^2$$: differential evolution architecture based adaptive hyper-heuristic algorithm for continuous optimization Autor Zhong, Rui, Yu, Jun

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Hyper Heuristic Memetic-Algorithm Based Optimization of Solar Photovoltaic Systems Autor Deshmukh, Rajesh Keshavrao, Shrivastav, Mohit

“…) with an increase in output power. In this study, Hyper-Heuristic Memetic Optimization (HHMO) technique for MPPT is introduced…”
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Comparitive Study of Intrusion Detection Using Hyper Heuristic Improved Particle Swarm Optimization and Hyper Heuristic Firefly Algorithm Based Convolutional Neural Network Autor Aswanandini, R.

“… The Hyper-Heuristic Improved Particle Swarm Optimization (HHIPSO) methodology is developed for optimizing the multi-objective problem of SVM…”
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A hyper-heuristic for improving the initial population of whale optimization algorithm Autor Elaziz, Mohamed Abd, Mirjalili, Seyedali

“…This paper improves the performance of the recently-proposed Whale Optimization Algorithm (WOA…”
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Evolutionary Algorithm-Based Iterated Local Search Hyper-Heuristic for Combinatorial Optimization Problems Autor Adubi, Stephen A., Oladipupo, Olufunke O., Olugbara, Oludayo O.

“…Hyper-heuristics are widely used for solving numerous complex computational search problems because of their intrinsic capability to generalize across problem domains…”
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A Study on Container Storage Optimization in Yards Based on a Hyper-Heuristic Algorithm with a Q-Learning Mechanism Autor Chen, Lifen, Lin, Jiajun, Xu, Shihao

“… Both heuristic algorithms and hyper-heuristic algorithms are employed to optimize…”
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A hyper-heuristic algorithm-based automatic monorail shuttle system for material feeding optimization in mixed-model assembly lines Autor Zhou, Binghai, Zhao, Lingwei

“…In recent years, the automotive industry has witnessed the increasing adoption of mixed-model assembly lines (MMALs) to meet the demands of mass customization…”
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An evaluation of Monte Carlo-based hyper-heuristic for interaction testing of industrial embedded software applications Autor Ahmed, Bestoun S., Enoiu, Eduard, Afzal, Wasif, Zamli, Kamal Z.

“…Hyper-heuristic is a new methodology for the adaptive hybridization of meta-heuristic algorithms to derive a general algorithm for solving optimization problems…”
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