Research on Reverse Search System of Intelligent Parking Lot by MA Jihui, WANG Lijie, ZHAO Yuanzhen, SUN Jianbo

“…Comparing the simulation results of path optimization in different environments, the improved A ∗ algorithm reduces the number of search nodes by 60% ~ 80% compared with the breadth first algorithm.…”
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Hybrid transformer and convolution iteratively optimized pyramid network for brain large deformation image registration by Xinxin Cui, Yuee Zhou, Caihong Wei, Guodong Suo, Fengqing Jin, Jianlan Yang

“…However, there are two main limitations in existing research: one is that it over-focuses on the fusion of multi-layer deformation sub-fields on the decoding path, while ignoring the impact of feature encoders on network performance; the other is the lack of specialized design for the characteristics of feature maps at different scales. …”
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Enhancing Spatial Legibility through Building Layout Optimization: The Case of Erbil City Shopping Malls by Sally Ghanim, Faris Mustafa

“…Results demonstrated significant improvements in spatial legibility through GA-optimized layouts, resulting in a substantial reduction in occlusivity, an increased visibility area, shorter path lengths, and reduced navigation times. …”
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Optimizing Superior Seed Bunches: A New Approach to Artificial Pollination with Machine Learning Models by Yabani Yabani, Retna Astuti Kuswardani

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Temporal and Spatial Evolution and Driving Force Analysis of Water Conservation Function in Yunnan Province Based on Climate and Land Use Change by LIU Fengru, ZHAO Junsan, LIN Yilin, CHEN Guoping, ZHANG Longjiang, PENG Sufen

“…The framework can predict land use change and assess water conservation in the context of future climate change and different economic developments. Water conservation in Yunnan Province was evaluated based on the coupling scenarios of three shared socioeconomic paths and typical concentration paths (SSP1-1.9, SSP2-4.5, SSP5-8.5). …”
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Straightness monitoring of scraper conveyor based on CUDA-accelerated dynamic programming and optimized panoramic stitching by LI Bo, SHI Shouyi, ZHANG Jianjun, XIA Rui, WANG Xuewen, CUI Weixiu, NI Qiang

“…CUDA was employed to accelerate the processing by assigning tasks such as Sobel operator reading, gradient computation, total energy difference calculation, loop initialization of weights and paths, and optimal seam finding to different threads. …”
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Solving 0-1 Knapsack and Bin Packing Problem Using Logical Social Group Optimization by Rhiddhi Prasad Das, Junali Jasmine Jena, Suresh Chandra Satapathy, Naeem M. S. Hannoon

“…The 0-1 Knapsack Problem (KP) and Bin Packing Problem (BPP) are NP-hard combinatorial optimization challenges often tackled using metaheuristics. …”
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Differentiated service and ant colony optimization based routing protocol for wireless multimedia sensor networks by Yan-jing SUN, Wei FANG, Wei-dong LIU, Chong MENG

“…There are many kinds of data in wireless multimedia sensor networks,which have different quality of service requirements.A novel routing protocol(DSACO)based on ant colony optimization was proposed.In the protocol,the time and energy spent on searching paths were reduced by limiting ants searching region after dividing the network into many layers.The protocol chose different paths for different kinds of data to meet the QoS requirements from the data.The simulation results show that the protocol provides better QoS for multimedia data and outperforms the other routing protocol in terms of data transmission average delay,packet loss rate and energy consumption.…”
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Differentiated service and ant colony optimization based routing protocol for wireless multimedia sensor networks by Yan-jing SUN, Wei FANG, Wei-dong LIU, Chong MENG

“…There are many kinds of data in wireless multimedia sensor networks,which have different quality of service requirements.A novel routing protocol(DSACO)based on ant colony optimization was proposed.In the protocol,the time and energy spent on searching paths were reduced by limiting ants searching region after dividing the network into many layers.The protocol chose different paths for different kinds of data to meet the QoS requirements from the data.The simulation results show that the protocol provides better QoS for multimedia data and outperforms the other routing protocol in terms of data transmission average delay,packet loss rate and energy consumption.…”
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Design and Optimization of Optical NAND and NOR Gates Using Photonic Crystals and the ML-FOLD Algorithm by Alireza Mohammadi, Fariborz Parandin, Pouya Karami, Saeed Olyaee

“…Symmetrical waveguides are used for the input paths to make the structure relatively more straightforward to fabricate. …”
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Assessing and Optimizing the Connectivity of the Outdoor Green Recreation Network in Zhengzhou from the Perspective of Green Travel by Jingjing Yan, Siyu Fan, Guohang Tian, Tao Mu, He Liu, Yali Zhang, Bo Mu

“…The results show that: (1) The scale, number, and distribution of OGR spots and the connectivity of the OGR network are significantly different in urban and rural areas. Numerous small-scale OGR spots and short-distance recreational paths are distributed in urban areas, while a limited number of large-scale OGR spots and long-distance recreational paths are situated in rural areas with better natural resources. (2) Compared with driving travel, the connectivity of the OGR network is poor when walking and cycling. …”
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A constructal theory framework for optimizing HRSG design: Enhancing thermal performance and cost-effectiveness by Morteza Mehrgoo, Majid Amidpour

“…The framework utilizes both single- and multi-objective optimization techniques across three HRSG types, each linked to five different gas turbine models. …”
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Beyond the Current Curve: A Novel Curve Warning System Considering Subsequent Curve Speed Limits by N. S. Manikandan, Ganesan Kaliyaperumal

“…We evaluate the existing path-tracking algorithms across various speed scenarios (50, 70, and 80 km/h) and different speed considerations: curve-aware speed and our proposed adjacent curve-speed-limit-aware speed. …”
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Genetic Algorithm Approach to a Concurrent Real-Time Optimization Problem in the Embedded System Design Process by Górski Adam M., Ogorzałek Maciej

“…During the implementation of the embedded system, unexpected situations can arise, each of which can be solved in many ways; each way, in turn, may require the execution of different unexpected tasks. However, identifying the optimal path to follow is significantly challenging. …”
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Propagation of Laguerre-Gaussian beam intensities through optically thick turbid media by Ganesh M. Balasubramaniam, Gokul Manavalan, Shlomi Arnon

“…In this study, we experimentally investigate the transmission characteristics of LG beams with various topological charges as they propagate through a turbid multiple-scattering medium at different depths. By analyzing the resulting transmission data, we calculate the scattering mean free path ( $$\:{{\Lambda\:}}^{*}$$ ) for each LG mode and show that $$\:{{\Lambda\:}}^{*}$$ increases with increasing values of l. …”
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A Study on the Exit Width of Typical High-Speed Railway Platforms to Reduce the Risk of Passengers Falling off by Fan Li, Dongsheng Wang, Zhifei Wang, Zhenzhong Guan

“…Empirical analysis reveals that the ranges of exit width and achieving different aims of risk probabilities are negatively correlated. …”
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Impact of high-speed rail on intercity technology transfer and its mediating pathways by JIAO Jingjuan, ZHANG Yaolong, DU Delin

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Experimental Optimization of the Energy Characteristics of a Ground Penetrating Radar with Continuous Linear-Frequency-Modulated Radiation by I. Yu. Malevich, A. S. Lopatchenko

“…Response studies were performed for two types of antennas at different suspension heights. The responses of the system to an increase in the durtion of the probing pulse and a change in the type of window function were evaluated. …”
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Machine Learning-Driven Structural Optimization of a Bistable RF MEMS Switch for Enhanced RF Performance by J. Joslin Percy, S. Kanthamani, S. Mohamed Mansoor Roomi

“…Among different configurations, electrothermally actuated bistable lateral RF MEMS switches are preferred for their energy efficiency, requiring power only during transitions. …”
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Energy-/Carbon-Aware Evaluation and Optimization of 3-D IC Architecture With Digital Compute-in-Memory Designs by Hyung Joon Byun, Udit Gupta, Jae-Sun Seo

“…We have investigated different types of 3-D DCIM architectures and dataflows, which have shown 42.5% energy savings compared with 2-D systolic arrays on average. …”
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