Dynamics of Drug Consumption: a Theoretical Model

نویسندگان

  • Alessandra Gragnani
  • Gustav Feichtinger
  • Sergio Rinaldi
چکیده

A continuous time model is proposed to describe the dynamics of drug consumption in a given country. The model has two state variables, addicts and dealers, and eleven parameters, including the total effort exerted by the State, which is considered as control parameter. The model is highly nonlinear and the analysis shows that it is characterized by a transcritical and a fold bifurcation. This implies that for intermediate values of the State's effort the model has two stable equilibria, one trivial, corresponding to the absence of drugs, and one positive, corresponding to drug consumption. On the contrary, for low and high values of the effort only one of the two equilibria is stable. This suggests a two-step control policy. First, exert a very high effort for a few years, so that the system has the time to approach the trivial equilibrium, and then reduce the effort but maintain it sufficiently high so that drug consumption can not rise anymore. Interesting results on the role played by the price of the drug and the severity of the punishment inflicted to dealers, as well as on the allocation of the effort between therapy and police, have also been obtained. DYNAMICS OF DRUG CONSUMPTION: A THEORETICAL MODEL A. Gragnani, G. Feichtinger, and S. Rinaldi

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

The Effect of the Origin of Oil Price Shocks on Macroeconomic Dynamics in an Oil-Exporting Country: An Open DSGE Model

In recent years, some research has focused on the importance of the origin of an oil shock for macroeconomic dynamics in both oil-exporting and importing countries. The existing literature lacks a proper open Stochastic Dynamic General Equilibrium (DSGE) framework to investigate the effect of the origins of oil shocks on macro variables in a two-country model consisting of an oil-exporting coun...

متن کامل

Using system dynamics approach to identify factors affecting energy consumption and CO2 emissions in urban transport: A Case Study of Tehran

The current trend of rising energy consumption in the world has hit mankind with two major crises: first, environmental pollution, and second, the acceleration of finishing energy supplies. Energy storage and reduction of pollutants in the city plays a crucial role in the process of maintaining existing energy. Meanwhile, the transportation sector needs attention due to its importance and posit...

متن کامل

شبیه‌سازی تقاضای برق صنایع ایران با استفاده از سیستم داینامیک

Nowadays, electricity is one of the most significant infrastructures required for economic development of countries. Hence, predicting electricity demand is very important especially in industry as a major electricity-consuming sector. The majority of studies under the subject of electricity demand have been performed by econometrics and it is not possible to investigate the effect of different...

متن کامل

Reinforcement learning based feedback control of tumor growth by limiting maximum chemo-drug dose using fuzzy logic

In this paper, a model-free reinforcement learning-based controller is designed to extract a treatment protocol because the design of a model-based controller is complex due to the highly nonlinear dynamics of cancer. The Q-learning algorithm is used to develop an optimal controller for cancer chemotherapy drug dosing. In the Q-learning algorithm, each entry of the Q-table is updated using data...

متن کامل

Predictors of Stages of Change in Fruit/Vegetable Consumption based on Trans-Theoretical Model: A Population-based Study

Background and Objectives: Low Fruit/Vegetable (FV) diet seems to be a global public health problem. The trans-theoretical stages of change model have long been considered a useful interventional approach in lifestyle modification programs. The aim of this study was to find the most important intermediating factors of FV consumption in Mashhad, Iran. Materials and Methods...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2016