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Št. zadetkov: 4
Use of a simulation environment and metaheuristic algorithm for human resource management in a cyber-physical system
Hankun Zhang, Borut Buchmeister, S. Liu, Robert Ojsteršek
Samostojni znanstveni sestavek ali poglavje v monografski publikaciji
Oznake: simulacijsko modeliranje;evolucijsko računanje;kiber-fizični sistem;genetski algoritmi;uporaba človeških zmogljivosti;simulation modelling;evolutionary computation;cyber-physical system;heuristic kalman algorithm;human resource management;
Use of a simulation environment and metaheuristic algorithm for human resource management in a cyber-physical system
Leto: 2019 Vir: Fakulteta za strojništvo (UM FS)
ǂAn ǂefficient metaheuristic algorithm for job shop scheduling in a dynamic environment
Hankun Zhang, Borut Buchmeister, Xueyan Li, Robert Ojsteršek
Izvirni znanstveni članek
Oznake: metahevristični algoritmi;izboljšana večfazna optimizacija roja delcev;proizvodni management;načrtovanje dela;odločanje;simulacijsko modeliranje;metaheuristic algorithm;improved multi-phase particle swarm optimization;cellular neighbor network;dynamic job shop scheduling;simulation modelling;
This paper proposes an Improved Multi-phase Particle Swarm Optimization (IMPPSO) to solve a Dynamic Job Shop Scheduling Problem (DJSSP) known as an non-deterministic polynomial-time hard (NP-hard) problem. A cellular neighbor network, a velocity reinitialization strategy, a randomly select sub-dimen ...
Leto: 2023 Vir: Fakulteta za strojništvo (UM FS)
MPPSO-based collaborative optimization for emergency medical supplies loading and scheduling
Hankun Zhang, Jiayu Shen, Jianna Yang, Robert Ojsteršek
Izvirni znanstveni članek
Oznake: nujne medicinske potrebščine;nalaganje in razporejanje skupnih nalog;optimizacija večfaznega roja delcev;javne izredne razmere;emergency medical supplies;loading and scheduling collaborative;multi-phase particle swarm optimization;public emergency;
Public emergency occurs frequently, which has a serious impact on people's life safety and social stability. When public emergency occurs, the government needs to respond quickly to reduce casualties and property losses. Emergency medical supplies scheduling is the key work of government response, w ...
Leto: 2026 Vir: Fakulteta za strojništvo (UM FS)
Optimizing emergency home healthcare scheduling with improved Quantum-behaved Particle Swarm Optimization
Hankun Zhang, S. Yang, Q. M. Zheng, H. R. Liang
Izvirni znanstveni članek
Oznake: nadzorni sistemi;sistemi za nujno zdravstveno pomoč;razvrščanje zmogljivosti;optimizacija;zdravstvena nega;emergency home monitoring system;emergency medical resource scheduling;treatment priority;quantum-behaved particle swarm optimization;cellular neighbor network;roulette wheel selection;machine learning;
With the intensification of China’s aging society, improving the health management and emergency response capabilities of the elderly at home has become an urgent issue that needs to be addressed. To meet this challenge, an Emergency Home Monitoring System (EHMS) that utilizes real-time data and wea ...
Leto: 2025 Vir: Digitalna knjižnica Univerze v Mariboru (DKUM)
Št. zadetkov: 4
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