吸烟者动态系统中的优化控制策略

Asmianto Asmianto, Kridha Pusawidjayanti, Vita Kusumasari
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摘要

本研究旨在调查吸烟动态模型中的最佳策略。吸烟动态模型分为 3 个亚人群,包括潜在吸烟者(非吸烟者)、每天吸烟的活跃吸烟者和永久戒烟者。吸烟动态模型控制策略有五个变量,包括与吸烟危害健康相关的教育、疫苗接种、烟草税收、治疗和康复。在解决优化问题时,本研究采用了最大庞特里亚金原理方法。此外,还使用了 4 阶 runge kutta 方法进行数值求解,并使用 Matlab 软件模拟了吸烟动态控制模型。根据模拟结果,可以看出所提供的控制能有效减少吸烟人数,增加戒烟人数。
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STRATEGI KONTROL OPTIMAL PADA SISTEM DINAMIK PEROKOK
This study aimed to investigate optimal strategies in dynamic models of smoking. The smoking dynamic model is divided into 3 subpopulations including potential smokers (non-smokers), active smokers who smoke daily, and people who have quit smoking permanently. There are five variables of the smoking dynamic model control strategy, including education related to the dangers of smoking for health, vaccination, tobacco taxation, treatment, and rehabilitation. In solving optimization problems, this study uses the Maximum Pontryagin Principle method. Furthermore, the 4th-order runge kutta method was used to implement numerical solutions and Matlab Software to simulate a control model of smoking dynamics. Based on the simulation results, it can be seen that the control provided is effective in reducing the number of smokers and increasing the number of people who quit smoking.
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PENERAPAN ALGORITMA STUDENT PSYCHOLOGY BASED OPTIMIZATION (SPBO) PADA OPEN VEHICLE ROUTING PROBLEM (OVRP) IMPLEMENTASI DIMENSI FRAKTAL BOX COUNTING DAN K-MEANS DALAM KLASIFIKASI JENIS IKAN LAUT BERDASARKAN CORAK TUBUH PENAMBAHAN METODE NEURAL NETWORK DALAM PEMODELAN GSTAR-SUR UNTUK MENGATASI KASUS NON LINIER PADA PERAMALAN DATA CURAH HUJAN Peramalan PDRB PERAMALAN PDRB DI JAWA TIMUR MENGGUNAKAN MODEL ARIMAX DENGAN VARIABElL EKSOGEN EKSPOR-IMPOR OPTIMASI PERSEDIAAN BAHAN BAKU DAN PRODUKSI USAHA GANEPO PUTRI YOSE DENGAN MENGGUNAKAN ALGORITMA GREY WOLF OPTIMIZER
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