HEURISTICS

作品数:112被引量:117H指数:6
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Combining deep reinforcement learning with heuristics to solve the traveling salesman problem
《Chinese Physics B》2025年第1期96-106,共11页Li Hong Yu Liu Mengqiao Xu Wenhui Deng 
Project supported by the National Natural Science Foundation of China(Grant Nos.72101046 and 61672128)。
Recent studies employing deep learning to solve the traveling salesman problem(TSP)have mainly focused on learning construction heuristics.Such methods can improve TSP solutions,but still depend on additional programs...
关键词:traveling salesman problem deep reinforcement learning simulated annealing algorithm transformer model whale optimization algorithm 
The Intersection of Privacy by Design and Behavioral Economics: Nudging Users towards Privacy-Friendly Choices
《Journal of Information Security》2024年第4期557-563,共7页Vivek Kumar Agarwal 
This paper conducts a comprehensive review of existing research on Privacy by Design (PbD) and behavioral economics, explores the intersection of Privacy by Design (PbD) and behavioral economics, and how designers can...
关键词:Privacy by Design Behavioral Economics Nudges User-Centric Design Data Protection Cognitive Biases HEURISTICS 
An Effective Optimization Method for Integrated Scheduling of Multiple Automated Guided Vehicle Problems
《Tsinghua Science and Technology》2024年第5期1355-1367,共13页Hongyan Sang Zhongkai Li M.Fatih Tasgetiren 
supported by the National Natural Science Foundation of China(Nos.62273221 and 52205529);the Discipline with Strong Characteristics of Liaocheng University Intelligent Science and Technology(No.319462208).
Automated Guided Vehicle(AGV)scheduling problem is an emerging research topic in the recent literature.This paper studies an integrated scheduling problem comprising task assignment and path planning for AGVs.To reduc...
关键词:Automated Guided Vehicle(AGV) integrated scheduling staggered time departure heuristics 
Identification of optimal locations of adaptive traffic signal control using heuristic methods
《International Journal of Transportation Science and Technology》2024年第1期122-136,共15页Tanveer Ahmed Hao Liu Vikash V.Gayah 
This research was supported by NSF Grant CMMI-1749200.
Adaptive Traffic Signal Control(ATSC)adjusts signal timings to real-time traffic measure ments,increasing operational efficiency within a network.However,ATSC is both expen sive to install and operate making it infeas...
关键词:Adaptive traffic signal controls Optimal location OPTIMIZATION HEURISTICS Population based incremental learning 
Multi-Objective Rule System Based Control Model with Tunable Parameters for Swarm Robotic Control in Confined Environment
《Complex System Modeling and Simulation》2024年第1期33-49,共17页Yuan Wang Lining Xing Junde Wang Tao Xie Lidong Chen 
supported by the Hunan Provincial Natural Science Foundation of China(No.2023JJ40686).
Enhancing the adaptability of Unmanned Aerial Vehicle(UAV)swarm control models to cope with different complex working scenarios is an important issue in this research field.To achieve this goal,control model with tuna...
关键词:swarm robotics flocking model parameter tuning multi-objective optimization HEURISTICS 
Ten misconceptions regarding decision-making in critical care
《World Journal of Critical Care Medicine》2024年第2期72-82,共11页Tara Ramaswamy Jamie L Sparling Marvin G Chang Edward A Bittner 
Diagnostic errors are prevalent in critical care practice and are associated with patient harm and costs for providers and the healthcare system.Patient complexity,illness severity,and the urgency in initiating proper...
关键词:Clinical reasoning Cognitive bias Critical care Debiasing strategies decision making Diagnostic reasoning Diagnostic error HEURISTICS Medical knowledge Patient safety 
Intelligent Solution System for Cloud Security Based on Equity Distribution:Model and Algorithms
《Computers, Materials & Continua》2024年第1期1461-1479,共19页Sarah Mustafa Eljack Mahdi Jemmali Mohsen Denden Mutasim Al Sadig Abdullah M.Algashami Sadok Turki 
the deputyship for Research&Innovation,Ministry of Education in Saudi Arabia for funding this research work through the Project Number(IFP-2022-34).
In the cloud environment,ensuring a high level of data security is in high demand.Data planning storage optimization is part of the whole security process in the cloud environment.It enables data security by avoiding ...
关键词:Cyber-security cloud computing cloud security ALGORITHMS HEURISTICS 
Strategic Planning for Equitable RWIS Implementation:A Comprehensive Study Incorporating a Multi-variable Semivariogram Model
《Journal of Geographical Research》2023年第4期54-72,共19页Simita Biswa Tae J.Kwon 
supported by a grant from the MaineDOT and Vanasse Hangen Brustlin(VHB).Grant number:VHB 52874.03 WIN 026140.00,Name of the author who received the funding:Tae J.Kwon.
This paper extends the previously developed method of optimizing Road Weather Information Systems(RWIS)station placement by unveiling a sophisticated multi-variable semivariogram model that concurrently considers mult...
关键词:RWIS Location optimization Multi-variable semivariogram HEURISTICS Spatial simulated annealing(SSA) Collision rate(CR) 
HUSS:A Heuristic Method for Understanding the Semantic Structure of Spreadsheets
《Data Intelligence》2023年第3期537-559,共23页Xindong Wu Hao Chen Chenyang Bu Shengwei Ji Zan Zhang Victor S.Sheng 
supported in part by the National Natural Science Foundation of China under Grants(Nos.62120106008,61806065,61906059,62076085,91746209 and 62076087);the Fundamental Research Funds for the Central Universities(No.JZ2020HGQA0186).
Spreadsheets contain a lot of valuable data and have many practical applications.The key technology of these practical applications is how to make machines understand the semantic structure of spreadsheets,e.g.,identi...
关键词:Spreadsheet semantic structure Information extraction HEURISTICS Cell function analysis Table structure analysis 
Explainable Rules and Heuristics in AI Algorithm Recommendation Approaches——A Systematic Literature Review and Mapping Study
《Computer Modeling in Engineering & Sciences》2023年第8期1023-1051,共29页Francisco JoséGarcía-Penlvo Andrea Vázquez-Ingelmo Alicia García-Holgado 
funded by the Spanish Government Ministry of Economy and Competitiveness through the DEFINES Project Grant No. (TIN2016-80172-R);the Ministry of Science and Innovation through the AVisSA Project Grant No. (PID2020-118345RBI00);supported by the Spanish Ministry of Education and Vocational Training under an FPU Fellowship (FPU17/03276).
The exponential use of artificial intelligence(AI)to solve and automated complex tasks has catapulted its popularity generating some challenges that need to be addressed.While AI is a powerfulmeans to discover interes...
关键词:SLR systematic literature review artificial intelligence machine learning algorithm recommendation HEURISTICS explainability 
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