Towards a System Dynamics Framework for Human–Machine Learning Decisions: A Case Study of New York Citi Bike by Ganesh Sankaran, Marco A. Palomino, Martin Knahl, Guido Siestrup

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Fast Dynamic P-RRT*-Based UAV Path Planning and Trajectory Tracking Control Under Dense Obstacles by Xiangyu Zhu, Yufeng Gao, Yanyan Li, Bo Li

“…Utilizing the potential function-based rapid-exploration random tree star (P-RRT*), a bidirectional dynamic informed P-RRT* (BDIP-RRT*) algorithm is first introduced to enhance sampling efficiency, facilitating swift path generation. …”
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Cooperative target allocation for heterogeneous agent models using a matrix-encoding genetic algorithm by Shan Gao, Lei Zuo, Xiaofei Lu, Bo Tang

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Mangrove Extraction Algorithm Based on Orthogonal Matching Filter-Weighted Least Squares by Yongze Li, Jin Ma, Dongyang Fu, Jiajun Yuan, Dazhao Liu

“…To address this issue, in this paper we propose a new algorithm for mangrove identification and extraction based on Orthogonal Matching Filter–Weighted Least Squares (OMF-WLS) target spectral information. …”
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Optimization of Communication Quality for Energy-Limited Inspection AAV: A Hybrid Algorithm by Wei Wang, Jiangling Cao, Dingcheng Yang, Hao He, Zhihai Xu

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Train adaptive energy saving strategy based on iterative induced genetic algorithm by MEI Wenqing, SHI Ke, ZHANG Zhengfang

“…The simulation results of different line information show that the adaptive energy-saving strategy based on iterative induced genetic algorithm has good energy-saving performance under the condition of ensuring running time, with an energy-saving index improvement of 3%-13% compared to constant speed and constant force operation.…”
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Smart city planning focused on the US cities in need of policing innovations and public health safety technologies and strategies by Delores Springs

“…In particular, the article proposes the following for implementation: identifying crime hotspots by means of advanced geographic information systems, applying machine learning algorithms to predict future crime trends, using advanced real-time surveillance technologies and firearms detection systems, applying geospatial analysis to optimise patrol routes, dynamically adjusting patrol routes depending on real-time data analytics, deploying mobile command centres. …”
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PDAA: An End-to-End Polygon Dynamic Adjustment Algorithm for Building Footprint Extraction by Longjie Luo, Jiangchen Cai, Bin Feng, Liufeng Tao

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Smart City Landscape Design Based on Improved Particle Swarm Optimization Algorithm by Wenting Yao, Yongjun Ding

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Algorithms Facilitating the Observation of Urban Residential Vacancy Rates: Technologies, Challenges and Breakthroughs by Binglin Liu, Weijia Zeng, Weijiang Liu, Yi Peng, Nini Yao

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Defect identification of fan blade based on adaptive parameter region growth algorithm by Wang Yifan, Wang Xueyao, Yang Dongmei, Ru Xinqin, Zhang Yuxin

“…Secondly, a wind turbine blade defect recognition algorithm based on the adaptive parameter region growth algorithm is proposed, where the number of seed selection points and location information are planned through the results of image preprocessing and the conventional defect features of wind turbine blades; and a threshold adapted to a variety of defects is determined through the results of filtering and equalization. …”
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Evaluating the Effectiveness of Dimensionality Reduction on Machine Learning Algorithms in Time Series Forecasting by Rida Zaheer, Muhammad Kashif Hanif, Muhammad Umer Sarwar, Ramzan Talib

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Identification of soil texture and color using machine learning algorithms and satellite imagery by Jiyang Wang

“…Abstract The demand for high-quality and cost-effective soil information is increasing due to its importance in land-use planning and precision agriculture. …”
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An algorithm for the management of chronic obstructive pulmonary disease patients in units of internal medicine by Ombretta Para, Carmen Stabile, Donato Cinquepalmi, Maria Sandra Magnoni, Francesco Nasso, Flavio Tangianu, Mauro Silingardi, Antonella Valerio, Dario Manfellotto, Francesco Dentali

“…After this preliminary phase, a second version was released, which was again brought to the attention of the participating centers, leading to the final algorithm. The algorithm reports the steps for the management of patients with severe exacerbations of known or suspected COPD, namely: correct diagnosis, treatment of the acute phase, management of comorbidities, appropriate therapy at discharge, and planning of the follow-up. …”
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A Low-Latency Dynamic Object Detection Algorithm Fusing Depth and Events by Duowen Chen, Liqi Zhou, Chi Guo

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Adaptive Management of Multi-Scenario Projects in Cybersecurity: Models and Algorithms for Decision-Making by Vadim Tynchenko, Alexander Lomazov, Vadim Lomazov, Dmitry Evsyukov, Vladimir Nelyub, Aleksei Borodulin, Andrei Gantimurov, Ivan Malashin

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Optimization of Sightseeing Paths in Tourism Park Based on Improved Ant Colony Algorithm by LIANG Jianheng

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Multi-Objective Optimization Methods for University Campus Planning and Design—A Case Study of Dalian University of Technology by Lin Qi, Chaoran Chen, Jun Dong

“…On this basis, an integrated optimization strategy targeting “form–function–environment–culture” was proposed, offering data-informed support and procedural reference for systematic campus planning. …”
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RISK MANAGEMENT ALGORITHM FOR ENSURING THE SANITARY SAFETY OF THE POPULATION IN THE AREA OF THE OIL REFINERY by M. A. Fomenko, G. A. Fomenko, E. A. Skuratova

“…Methodologically, the algorithm implements the provisions of existing standards, regulatory documents and recommendations on health risk assessment of the population and is a sequence of procedures for making informed decisions on ensuring that health risk to the population exposed to potential negative environmental impacts meets the regulatory level. …”
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DYNAMIC DISCIPLINE OF PARALLEL SERVICE IN CONCEPT FLIGHT AND FLOW – INFORMATION FOR A COLLABORATIVE ENVIRONMENT by L. E. Rudel'son, S. N. Smorodskiy, V. A. Chernyshyova

“…In order to realize this intention, every ground center and every crew should have consistent information about the real situation in the air and its development, so that each new intention (decision) is modeled, agreed on by the colleagues and fixed in flight plans. …”
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