Discont fator-based optimal control policy
Here, a distributed performance function with a discount factor is proposed to guarantee that each agent minimizes their performance function.
Define the discounted local performance index function of…
Category: 7. Maths
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An enhanced opposition-based African vulture optimizer for solving engineering design problems and global optimization
In this section, the proposed EOBAVO technique is examined for its performance and effectiveness by applying it to various real-world engineering design issues73. These issues encompass the pressure vessels, the speed reducers, the welded beams,…
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Low-rank adaptation for edge AI
Experimental design and configuration
Task definition and datasets
To address challenges in resource-constrained edge AI scenarios, LoRAE is evaluated on image classification, object detection, and image segmentation tasks, encompassing both…
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Impacts of soret and dufour possessions on micropolar fluid past a stretching sheet in a porous medium
Sakiadis, B. C. Boundary layer behavior on continuous solid surfaces: I. Boundary layer equations for two-dimensional and axisymmetric flow. AIChE J. 7(1), 26–28 (1961).
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Evaluation of performance properties in woven Terry towel by multi response optimization
Yarn and fabric performance
The results of yarn performance are given in Table 3.
The results/response of all the performance properties for the terry fabrics are given in Table 4.
Table 4 Sample ID and responses. The scatter plot shown in Fig. 6…
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Evaluation of planning policy scenarios for the water-food and energy nexus through the development of a multi-objective optimization model
Introduction of the study area
The Sefidroud irrigation and drainage network is located on the western coast of the Caspian Sea in Guilan Province, Iran, and is characterized by a moderate, humid climate with high levels of rainfall and humidity….
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Autonomous artificial intelligence prescribing a drug to prevent severe acute graft-versus-host disease in HLA-haploidentical transplants
Clinical definitions
An HLA-mismatched donor is defined as a donor who is ≤9/10 HLA-matched at HLA-A, -B, -C, -DR and -DQ. An HLA-haploidentical donor is defined as a donor who is a first- to third-degree relative ≥5/10 HLA-matched other than…
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Hierarchical reinforcement learning-based traffic signal control
In this section, we provide a detailed exposition of the SHLight framework. In order to achieve the local goals of the intersection and the global goals of the region at the same time, we introduce a hierarchical structure, where a region is…
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MRI grading of lumbar disc herniation based on AFFM-YOLOv8 system
Ethical approval
This study was approved by the review board of China Three Gorges University. All the study methods were conducted in accordance with the China Three Gorges University guidelines and regulations, and all the experimental protocols…
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Advanced gesture recognition in Indian sign language using a synergistic combination of YOLOv10 with Swin Transformer model
Building on the experimental setup, data collection procedure, and training methods described in the previous section, we now present the proposed Indian Sign Language (ISL) recognition architecture. The main objective of the system is to…
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