Discrete Sizing Optimization of Steel Structures Using Modified Fireworks Algorithm by Navid Seraji, Mehdi Babaei

“…Fireworks algorithm (FWA) is an artificial intelligence algorithm developed by emulating the burst process of fireworks. …”
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A Streaming Algorithm for Online Estimation of Temporal and Spatial Extent of Delays by Kittipong Hiriotappa, Suttipong Thajchayapong, Pimwadee Chaovalit, Suporn Pongnumkul

“…The proposed algorithm also outperforms the previously proposed streaming algorithm.…”
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The Application of Tree-Based Algorithms on Classifying Shunting Yard Departure Status by Niloofar Minbashi, Markus Bohlin, Carl-William Palmqvist, Behzad Kordnejad

“…Shunting yards are one of the main areas impacting the reliability of rail freight networks, and delayed departures from shunting yards can further also affect the punctuality of mixed-traffic networks. …”
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A Dynamic State Cluster-Based Particle Swarm Optimization Algorithm by Zhenya Diao, Fei Yu, Hongrun Wu, Xuewen Xia

“…In addition, the Wilcoxon-test of the algorithm verifies the validity of the algorithm, and also applies the algorithm to a high-dimensional feature selection problem, which demonstrates the ability of the proposed algorithm to solve real-world problems.…”
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Steel Surface Defect Detection Based on Improved GCHS-YOLO Algorithm by Ruiqiang Guo, Peiyong Ji, Yapin Zhang, Jingqi Hu, Wenlong Liu, Xuejian Li, Min Li

“…In this paper, we address challenges in steel surface defect inspection, such as missed detections and false detections, by proposing the GCHS-YOLO detection algorithm. Built on YOLOv8s, our approach replaces the traditional Feature Pyramid Network (FPN) in the NECK section with a multi-scale fusion network (GFPN). …”
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Opening the AI Black Box: Distilling Machine-Learned Algorithms into Code by Eric J. Michaud, Isaac Liao, Vedang Lad, Ziming Liu, Anish Mudide, Chloe Loughridge, Zifan Carl Guo, Tara Rezaei Kheirkhah, Mateja Vukelić, Max Tegmark

“…Although this mission sounds extremely challenging, we show that it is not entirely impossible by presenting a proof-of-concept method, MIPS, that can synthesize programs based on the automated mechanistic interpretability of neural networks trained to perform the desired task, auto-distilling the learned algorithm into Python code. We test MIPS on a benchmark of 62 algorithmic tasks that can be learned by an RNN and find it highly complementary to GPT-4: MIPS solves 32 of them, including 13 that are not solved by GPT-4 (which also solves 30). …”
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Pedestrian Detection in Fisheye Images Based on Improved YOLOv8 Algorithm by ZHU Yumin, SUN Guangling, MIAO Fei

“…The experiment uses the public fisheye image dataset WEPDTOF. The improved algorithm increases the detection accuracy mAP0.50:0.95 by 2.3 percentage points compared with the original YOLOv8s; the number of parameters is reduced by 38.8% compared with the YOLOv8m algorithm, and the accuracy mAP0.50:0.95 is also 0.5 percentage points higher, indicating that the improved algorithm based on YOLOv8s is better suitable for pedestrian detection tasks in fisheye images.…”
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Structural Damage Identification Using Novel Objective Functions and Metaheuristic Algorithms by Moeinoddin Rokhsati, Mohamad Mohamadi Dehcheshmeh, Gholamreza Ghodrati Amiri, Morteza Raissi Dehkordi

“…Modal assurance criterion (MAC) was also employed to form the objective functions. Moreover, three metaheuristic optimization algorithms (EO, Jaya, and TLBO) were implemented to execute the model updating process. …”
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Adaptive Lossy Color Image Compression System Based on Hybrid Algorithm by Husam Khalid Khammas, Ayça Kurnaz Türkben

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Harris Hawk optimization algorithm with combined perturbation strategy and its application by Zihe Wang, Xiaohui Wei

“…Additionally, the combined perturbation strategy not only enhances population diversity but also improves the algorithm’s convergence speed. …”
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A comparison of modern metaheuristic algorithms in the operation of multi-purpose dams by Hossain Azargoon, Seyed reza Hashemi, Abbas KhasheiSiuki

“…Also, the performance of the algorithms was evaluated using the performance indicators of the reservoir, and these algorithms were assessed using ZDT functions. …”
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Greedy Graph Coloring and Hungarian Algorithms for Resource Scheduling in TWDM-PON by Sandra Arnaout, Md Arifur Rahman, Md Munjure Mowla, Slawomir Hausman, Piotr Korbel

“…Moreover, we also propose a Hungarian algorithm (HA) to solve the wavelength scheduling problem within the scheduled timeslots by the GGCA. …”
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Analysis of Algorithms for Detecting Users’ Behavioral Models based on Sessions Data by Vitaly Zabiniako, Toms Rožkalns, Erika Nazaruka, Jurijs Kornienko

“…During the research, the properties of algorithms were analyzed through a literature review and also experimentally. …”
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Initial Orbit Determination Solution Distribution with Gooding Algorithm and Performance Enhancement by Zhengyuan Zhang, Bin Li, Zhenwei Li, Xiaohong Zhang, Jizhang Sang

“…Modern optical observations can collect tens or even hundreds of data points over a short arc, thus enabling a large number of IOD solutions to be determined when using an IOD algorithm of 3 lines of sight (3-LOSs), such as the Gooding algorithm. …”
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Combining Windowed Enveloping and the Delay and Sum Algorithm for Photoacoustic Image Reconstruction by Mengyu Fang, Xili Jing, Shan Gao, Jingru Zhao, Tianrun Zhang

“…In addition, this method also retains the advantage of the high parallelism of the DAS algorithm and is suitable for real-time imaging systems.…”
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Design of improved JAYA algorithm for cigarette finished product logistics delivery by Jun Wen, Yewei Hu, Le Li, Zongrui Wu, Guangwei Xiao, Kai Guo, Lei Li

“…The study also constructs a logistics delivery path planning model for finished cigarette products based on the enhanced algorithm. …”
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Advancements in detecting Deepfakes: AI algorithms and future prospects − a review by Laishram Hemanta Singh, Panem Charanarur, Naveen Kumar Chaudhary

“…The primary goal is to provide studies on protecting the integrity and authenticity of digital content using different algorithms and standard datasets, while also investigating potential future developments in the field. …”
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Visual System Inspired Algorithm for Enhanced Visibility in Coronary Angiograms (VIAEVCA) by Hedva Spitzer, Yosef Shai Kashi, Morris Mosseri, Jacob Erel

“…Despite its major advantages, the algorithm also caused the appearance of disturbing vertebral and bony artifacts, which could somewhat lower diagnostic accuracy. …”
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Adaptive neighbourhood for locally and globally tuned biogeography based optimization algorithm by Parimal Kumar Giri, Sagar S. De, Satchidananda Dehuri

“…Biogeography Based Optimization (BBO) is a population based metaheuristic algorithm using the idea of migration and mutation operation of species for solving complex optimization problems. …”
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A novel meta-heuristic algorithm based on candidate cooperation and competition by Yue Cong, Bingnan Yang, Jie Wei

“…Statistical analysis using the Mann–Whitney U test confirms that CCCA achieves significant performance improvements in over 90% of the test cases. We also compare CCCA with recently developed human-inspired algorithms and obtain similarly competitive results. …”
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