Literature DB >> 12011407

Agent-based modeling: methods and techniques for simulating human systems.

Eric Bonabeau1.   

Abstract

Agent-based modeling is a powerful simulation modeling technique that has seen a number of applications in the last few years, including applications to real-world business problems. After the basic principles of agent-based simulation are briefly introduced, its four areas of application are discussed by using real-world applications: flow simulation, organizational simulation, market simulation, and diffusion simulation. For each category, one or several business applications are described and analyzed.

Entities:  

Year:  2002        PMID: 12011407      PMCID: PMC128598          DOI: 10.1073/pnas.082080899

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  1 in total

1.  Simulating dynamical features of escape panic.

Authors:  D Helbing; I Farkas; T Vicsek
Journal:  Nature       Date:  2000-09-28       Impact factor: 49.962

  1 in total
  272 in total

1.  Modeling individual-level heterogeneity in racial residential segregation.

Authors:  Yu Xie; Xiang Zhou
Journal:  Proc Natl Acad Sci U S A       Date:  2012-07-02       Impact factor: 11.205

2.  Biosimulation of inflammation and healing in surgically injured vocal folds.

Authors:  Nicole Y K Li; Yoram Vodovotz; Patricia A Hebda; Katherine Verdolini Abbott
Journal:  Ann Otol Rhinol Laryngol       Date:  2010-06       Impact factor: 1.547

3.  Exploring the contribution of host susceptibility to epidemiological patterns of Schistosoma japonicum infection using an individual-based model.

Authors:  Shuo Wang; Robert C Spear
Journal:  Am J Trop Med Hyg       Date:  2015-04-13       Impact factor: 2.345

4.  An agent-based approach for modeling molecular self-organization.

Authors:  Alessandro Troisi; Vance Wong; Mark A Ratner
Journal:  Proc Natl Acad Sci U S A       Date:  2004-12-29       Impact factor: 11.205

5.  Agent-based modeling of drinking behavior: a preliminary model and potential applications to theory and practice.

Authors:  Dennis M Gorman; Jadranka Mezic; Igor Mezic; Paul J Gruenewald
Journal:  Am J Public Health       Date:  2006-10-03       Impact factor: 9.308

6.  Coarse-grained analysis of stochasticity-induced switching between collective motion states.

Authors:  Allison Kolpas; Jeff Moehlis; Ioannis G Kevrekidis
Journal:  Proc Natl Acad Sci U S A       Date:  2007-03-27       Impact factor: 11.205

Review 7.  Climate Change Impacts on Waterborne Diseases: Moving Toward Designing Interventions.

Authors:  Karen Levy; Shanon M Smith; Elizabeth J Carlton
Journal:  Curr Environ Health Rep       Date:  2018-06

8.  Agent-Based Modeling of Systemic Inflammation: A Pathway Toward Controlling Sepsis.

Authors:  Gary An; R Chase Cockrell
Journal:  Methods Mol Biol       Date:  2021

9.  An agent based simulation tool for scheduling emergency department physicians.

Authors:  Spencer S Jones; R Scott Evans
Journal:  AMIA Annu Symp Proc       Date:  2008-11-06

10.  Integrating Social Dynamics Into Modeling Cigarette and E-Cigarette Use.

Authors:  Kar-Hai Chu; Ariel Shensa; Jason B Colditz; Jaime E Sidani; Beth L Hoffman; David Sinclair; Mary G Krauland; Brian A Primack
Journal:  Health Educ Behav       Date:  2020-02-24
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