Agent-based modeling 2.0: Data-driven selection of model structure

Thorben Jensen; Emile Chappin

Agent-based modeling 2.0: Data-driven selection of model structure

Energy and Industry

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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Abstract

Agent-based modeling is useful to simulate the human role in socio-technical systems. Thereby, the complexity of such systems can be captured. For instance, it has shown to be useful at simulating innovation in socio-technical systems. We develop a next step in which laborious model building is automated. We present a working example on innovation diffusion leading to consumers changing their heating behavior.

Original language	English
Title of host publication	Proceedings of CESUN conference 2016
Pages	1-2
Number of pages	2
Publication status	Published - 2016
Event	International Engineering Systems Symposium: Cesun 2016 - Washington, United States Duration: 27 Jun 2016 → 29 Jun 2016 Conference number: 5

Conference

Conference	International Engineering Systems Symposium
Country/Territory	United States
City	Washington
Period	27/06/16 → 29/06/16

Keywords

Agent-based modeling
Simulation
Innovation diffusion
Automation

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Jensen2016bFinal published version, 369 KB

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title = "Agent-based modeling 2.0: Data-driven selection of model structure",

abstract = "Agent-based modeling is useful to simulate the human role in socio-technical systems. Thereby, the complexity of such systems can be captured. For instance, it has shown to be useful at simulating innovation in socio-technical systems. We develop a next step in which laborious model building is automated. We present a working example on innovation diffusion leading to consumers changing their heating behavior.",

keywords = "Agent-based modeling, Simulation, Innovation diffusion, Automation",

author = "Thorben Jensen and Emile Chappin",

year = "2016",

language = "English",

pages = "1--2",

booktitle = "Proceedings of CESUN conference 2016",

note = "International Engineering Systems Symposium : Cesun 2016 ; Conference date: 27-06-2016 Through 29-06-2016",

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AU - Jensen, Thorben

AU - Chappin, Emile

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N2 - Agent-based modeling is useful to simulate the human role in socio-technical systems. Thereby, the complexity of such systems can be captured. For instance, it has shown to be useful at simulating innovation in socio-technical systems. We develop a next step in which laborious model building is automated. We present a working example on innovation diffusion leading to consumers changing their heating behavior.

AB - Agent-based modeling is useful to simulate the human role in socio-technical systems. Thereby, the complexity of such systems can be captured. For instance, it has shown to be useful at simulating innovation in socio-technical systems. We develop a next step in which laborious model building is automated. We present a working example on innovation diffusion leading to consumers changing their heating behavior.

KW - Agent-based modeling

KW - Simulation

KW - Innovation diffusion

KW - Automation

UR - http://resolver.tudelft.nl/uuid:c7aa1595-b135-46f4-99df-5bf28735e487

M3 - Conference contribution

SP - 1

EP - 2

BT - Proceedings of CESUN conference 2016

Y2 - 27 June 2016 through 29 June 2016

ER -

Agent-based modeling 2.0: Data-driven selection of model structure

Abstract

Conference

Keywords

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