brief introductory guide to agent-based modeling and an illustration from urban health research

دليل تمهيدي موجز للنمذجة القائمة على الوكلاء ومثال توضيحي من بحوث الصحة الحضرية

Clicks: 429
ID: 219228
2015
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Abstract
Abstract There is growing interest among urban health researchers in addressing complex problems using conceptual and computation models from the field of complex systems. Agent-based modeling (ABM) is one computational modeling tool that has received a lot of interest. However, many researchers remain unfamiliar with developing and carrying out an ABM, hindering the understanding and application of it. This paper first presents a brief introductory guide to carrying out a simple agent-based model. Then, the method is illustrated by discussing a previously developed agent-based model, which explored inequalities in diet in the context of urban residential segregation.
ملخص: يتزايد اهتمام الباحثين في مجال الصحة الحضرية بمعالجة المشكلات المعقدة باستخدام نماذج مفاهيمية وحاسوبية مستمدة من مجال النظم المعقدة. وتُعد النمذجة القائمة على الوكلاء (ABM) إحدى أدوات النمذجة الحاسوبية التي حظيت بقدر كبير من الاهتمام؛ غير أن العديد من الباحثين لا يزالون غير ملمين بكيفية تطوير نموذج قائم على الوكلاء وتنفيذه، الأمر الذي يعوق فهمه وتطبيقه. تقدم هذه الورقة أولاً دليلاً تمهيدياً موجزاً لتنفيذ نموذج بسيط قائم على الوكلاء، ثم توضح المنهجية من خلال مناقشة نموذج قائم على الوكلاء طُوِّر سابقاً لاستكشاف أوجه التفاوت في النظام الغذائي في سياق الفصل السكني الحضري.
Reference Key
auchincloss2015cadernosbrief Use this key to autocite in the manuscript while using SciMatic Manuscript Manager or Thesis Manager
Authors ;Amy H. Auchincloss;Leandro Martin Totaro Garcia
Journal iberian conference on information systems and technologies, cisti
Year 2015
DOI
10.1590/0102-311X00051615
URL
http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0102-311X2015001300065&lng=en&tlng=en
Keywords
salud urbanamedicinepublic aspects of medicine

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