Výsledky vyhledávání - "meta-heuristic optimization algorithm"

Optimal placement and sizing of battery energy storage system for losses reduction using whale optimization algorithm Autor Wong, Ling Ai, Ramachandaramurthy, Vigna K., Walker, Sara L., Taylor, Phil, Sanjari, Mohammad Javad

“…•Optimal allocation of battery energy storage system reduces the total system losses.•Different case studies with different number of storage were carried…”
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A short-term power load forecasting system based on data decomposition, deep learning and weighted linear error correction with feedback mechanism Autor Dong, Zhaochen, Tian, Zhirui, Lv, Shuang

“…Accurate power load forecasting enables Independent System Operators (ISOs) to precisely quantify the demand patterns of users and achieve efficient management…”
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New feature attribution method for explainable aspect-based sentiment classification Autor Pan, Jeng-Shyang, Wang, Gui-Ling, Chu, Shu-Chuan, Yang, Dongqiang, Snášel, Václav

“…Recently, the use of feature attribution methods in explainable artificial intelligence has attracted significant attention. While many proposed methods in…”
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Memory backtracking strategy: An evolutionary updating mechanism for meta-heuristic algorithms Autor Jia, Heming, Lu, Chenghao, Xing, Zhikai

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Effective Dimension Extraction Mechanism: A novel mechanism for meta-heuristic algorithms in solving complex high-dimensional problems Autor Su, Fang, Song, Jiahao, He, Rui

“…•Proposing a mechanism to improve heuristics by extracting effective dimensions.•Using manifold learning to filter redundant dimensions in particles.•Mapping…”
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Multi-model ensemble prediction of pan evaporation based on the Copula Bayesian Model Averaging approach Autor Seifi, Akram, Ehteram, Mohammad, Soroush, Fatemeh, Torabi Haghighi, Ali

“…Pan evaporation (Ep) is an efficient and practical tool for planning and managing water resources, understanding the water balance in hydrological processes,…”
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The runner-root algorithm: A metaheuristic for solving unimodal and multimodal optimization problems inspired by runners and roots of plants in nature Autor Merrikh-Bayat, F.

“…•A new optimization algorithm inspired by the plants propagated through runners is proposed.•Global search with random large steps is performed at all…”
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Stochastic wind energy integrated multi source power system control via a novel model predictive controller based on Harris Hawks optimization Autor Kumar, Vineet, Sharma, Veena, Arya, Yogendra, Naresh, R., Singh, Amita

“…Combined voltage and frequency control is a critical control problem of modern power system to avoid blackouts. This paper discusses the simultaneous voltage…”
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Enhancing performance of global path planning for mobile robot through Alpha–Beta Guided Particle Swarm Optimization (ABGPSO) algorithm Autor Ahmad, Javed, Wahab, Mohd Nadhir Ab, Ramli, Ahmad, Misro, Md Yushalify, Ezza, Wan Zafira, Hasan, Wan Zuha Wan

“…Efficient path planning is essential for mobile robots to navigate from a start to a goal position while avoiding obstacles. Particle Swarm Optimization (PSO)…”
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Runoff prediction of urban stream based on the discharge of pump stations using improved multi-layer perceptron applying new optimizers combined with a harmony search Autor Lee, Eui Hoon

“…•An improved multi-layer perceptron using new optimizers combined with a meta-heuristic optimization algorithm (IMLP) was developed.•Runoff Inflow was…”
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Heart arrhythmia diagnosis based on the combination of morphological, frequency and nonlinear features of ECG signals and metaheuristic feature selection algorithm Autor Mazaheri, Vajihe, Khodadadi, Hamed

“…•A new method for discrimination of seven types of ECG beats is proposed.•This method employs a combination of morphology, frequency, and nonlinear…”
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Modeling the effects of biodiesel chemical composition on iodine value using novel machine learning algorithm Autor Huang, Yundi, Li, Fashe, Bao, Guirong, Xiao, Qingtai, Wang, Hua

“…•The feature selection methods were used to identify the important fatty acid methyl ester combination.•LSSVM model is most appropriate as the predictive model…”
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Multi‐scale decomposition‐based CT‐MR neurological image fusion using optimized bio‐inspired spiking neural model with meta‐heuristic optimization Autor Das, Manisha, Gupta, Deep, Radeva, Petia, Bakde, Ashwini M.

“…Multi‐modal medical image fusion plays an important role in clinical diagnosis and works as an assistance model for clinicians. In this paper, a computed…”
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Development a computer-aided diagnosis system for dental caries detection applying radiographic images Autor Mehri Shervedani, Amin, Khodadadi, Hamed, Mousavian, Seyed Iman

“…Delayed diagnosis of certain diseases like dental caries frequently leads to intensified problems due to postponed treatment. Untreated cavities can progress…”
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Remora Optimization Algorithm Combining Joint Opposite Selection and Host Switching Autor JIA Heming, WEN Changsheng, WU Di, RAO Honghua, LIU Qingxin, LI Shanglong

“…The remora optimization algorithm (ROA) is a meta heuristic optimization algorithm proposed in 2021. It simulates the behavior of parasitic attachment to the…”
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Robust 2DOF state-feedback PI-controller based on meta-heuristic optimization for automatic voltage regulation system Autor Gozde, Haluk

“…The Automatic Voltage Regulation (AVR) system which works within the synchronous generator[s] locally is defined as the closed loop control system that keeps…”
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PM2.5 concentration prediction system combining fuzzy information granulation and multi-model ensemble learning Autor Chen, Yamei, Wang, Jianzhou, Li, Runze, Gao, Jialu

“…With the rapid development of economy, air pollution caused by industrial expansion has caused serious harm to human health and social development. Therefore,…”
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EECRPOA: energy efficient clustered routing using pelican optimization algorithm in WSNs Autor Mohan, Yogendra, Yadav, Rajesh Kumar, Manjul, Manisha

“…Energy efficiency and network life are crucial concerns in Wireless Sensor Networks (WSNs) due to the limited battery of sensor nodes. Cluster Head (CH)-based…”
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Experience Exchange Strategy: An evolutionary strategy for meta-heuristic optimization algorithms Autor Jia, Heming, Rao, Honghua

“…Meta-heuristic optimization algorithms typically change individual positions based on iterations, causing the population to switch search regions. This may…”
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Cleaner fish optimization algorithm: a new bio-inspired meta-heuristic optimization algorithm Autor Zhang, Wenya, Zhao, Jian, Liu, Hao, Tu, Liangping

“…This paper proposes a new meta-heuristic optimization algorithm called Cleaner Fish Optimization algorithm (CFO) inspired by cleaner fish. The CFO simulates…”
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