QLFDGWO: Q-Learning-Guided Weighted Fitness-Distance Grey Wolf Optimizer for UAV Path Planning. [PDF]
Biomimetics (Basel)Huang C, Yang B, Huo Y.
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Advancing the pneumatic method to assess xylem vulnerability to embolism among distinct growth forms
Plant Biology, EarlyView.Our study shows that pneumatic vulnerability curves can be constructed across contrasting growth forms, with P50 showing the closest agreement across methods. Repeated relative water content measurements improved water potential estimation for graminoid culms. Abstract Drought‐driven plant mortality is closely linked to xylem embolism. Building useful,
M. M. Arens, R. P. Skelton, A. G. West
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Federated learning with swarm intelligence for efficient and secure medical image analysis. [PDF]
Sci RepSayedElahl MA +3 more
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Internet Use, Farm Investment, and Non‐Farm Employment: Evidence From Thailand and Vietnam
Review of Development Economics, EarlyView.ABSTRACT Internet usage has increased rapidly in rural Southeast Asia. However, the links among internet use, the growth of non‐farm sectors, and investment in agriculture remain insufficiently studied. This paper examines (i) the impact of internet use on rural non‐farm employment and non‐farm income of rural households, and (ii) the impact of non ...
Nguyet T. M. Tran +3 more
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An RVFLNs ensemble modeling method integrating PCA and PSO: Application to yield prediction of Nongxiang Baijiu. [PDF]
PLoS OneHan Q +8 more
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International Transactions in Operational Research, Volume 33, Issue 6, Page 4039-4071, November 2026.Abstract In response to the increasing complexity of modern products, dynamic markets, and intensified competition, project‐based organizations are actively seeking methodologies to efficiently manage their expanding project portfolios. This paper analyzes the project portfolio selection problem in uncertain environments. Despite recent advances in the
Miguel Saiz +3 more
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Protective effects of <i>Perilla frutescens</i> seed oil on cognitive function, oxidative stress and acetylcholinesterase activity in a D-galactose-induced accelerated aging model in rats. [PDF]
Biomed RepJeefoo WP +6 more
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Advanced Control for Applications, Volume 8, Issue 3, September 2026.Schematic diagram of the whale optimization algorithm (WOA)–optimized fuzzy proportional–integral–derivative (PID) controller. The WOA is employed to dynamically tune the scaling factor expressions and fuzzy control parameters (a(e)a(e), a(ec)a(ec), βpβp, βiβi), as well as the initial PID gains (kp0kp0, ki0ki0), based on the error (ee) and its ...
Xiaosong Tian +7 more
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A PSO-optimized self-supervised convolutional network for robust image watermark removal. [PDF]
Sci RepJavdani Gandomani T +3 more
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A hidden Markov model and reinforcement learning‐based strategy for fault‐tolerant control
The Canadian Journal of Chemical Engineering, Volume 104, Issue 8, Page 4322-4336, August 2026.Abstract This study introduces a data‐driven control strategy integrating hidden Markov models (HMM) and reinforcement learning (RL) to achieve resilient, fault‐tolerant operation against persistent disturbances in nonlinear chemical processes. Called hidden Markov model and reinforcement learning (HMMRL), this strategy is evaluated in two case studies
Tamera Leitao +2 more
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