Agent-Based Models
Bibliographic Data
| ID | 6232886 |
|---|---|
| Authors | Scott De Marchi (0000-0003-4355-9800, Duke University), Sarah E Page (0000-0003-2723-5216, University of Michigan), Scott E Page |
| Year | 2014 |
| Volume | 17 |
| Issue | 1 |
| Pages | 1-20 |
| Publication date | 2014-05-11 |
| Peer Reviewed | Yes |
| Open Access | No |
| Type | ARTICLE |
| Venue | Annual Review of Political Science (BOOK_SERIES) |
| Journal identifiers | ISSN: 1094-2939 • E-ISSN: 1545-1577 |
| Publisher | Annual Reviews (PUBLISHER • US) |
| DOI | 10.1146/annurev-polisci-080812-191558 |
| OpenAlex | W2140090747 |
| Language | EN |
| Citations received | 44 |
| References cited | 118 |
Agent-based models (ABMs) provide a methodology to explore systems of interacting, adaptive, diverse, spatially situated actors. Outcomes in ABMs can be equilibrium points, equilibrium distributions, cycles, randomness, or complex patterns; these outcomes are not directly determined by assumptions but instead emerge from the interactions of actors in the model. These behaviors may range from rational and payoff-maximizing strategies to rules that mimic heuristics identified by cognitive science. Agent-based techniques can be applied in isolation to create high-fidelity models and to explore new questions using simple constructions. They can also be used as a complement to deductive techniques. Overall, ABMs offer the potential to advance social sciences and to help us better understand our complex world
Agent-based model · Complement (music · Complex adaptive system · Data science · Economics · Heuristics · Isolation (microbiology · Management science · Mathematical economics · Randomness · Range (aeronautics · Situated · Stochastic game · Computer Science · Engineering · Evolutionary Game Theory and Cooperation · Experimental Behavioral Economics Studies · Mathematics · Opinion Dynamics and Social Influence · Artificial Intelligence
Simulating Emergent Urban Form Using Agent-Based Modeling
Predicting urban futures
Neighborhoods and health
Tackling Climate Change with Machine Learning
The fidelity of large language models in social science
Simulating election results and party systems
Causality
Study on emergency evacuation behavior in heritage tourism destinations based on agent-based modeling
Simulating the influence of terror management strategies on the voter ideological distance using agent-based modeling
Regulating regional resource environmental effect through systematic integration of nexus-based environmental carrying capacity and multiple environmental footprints
Known unknowns and the osteological paradox
Gouverner les migrations par les hotspots en Grèce
Understanding the social determinants of behaviours
Taking Network Analysis Seriously
Sunshine or Shield? Secret Voting Procedures and Legislative Accountability
The impact of entrepreneurship research on other academic fields
Agent-Based Modeling in Criminology
Old World Trade Diasporas
The Belt and Road
Trilateral politics in hierarchy, war, and state formation
A human-like artificial intelligence for mathematics
Filtering out Euroskepticism
Addressing Adverse Selection in Public-Private Partnership (PPP) Procurement
The Invisible Primary in an Agent-Based Model
How ethnic structure affects civil conflict
Epidemiological models and Covid-19
Paradigm transformation, practical applications, and future prospects of leisure studies based on agent-based modeling
Complex systems models for causal inference in social epidemiology
Value of cognitive diversity in science
Exurbia from the bottom-up
Attachment preferences in diverse collective problem-solving networks and systemic performance
Artificial Utopia
The Bot Delusion. Large language models and anticipated consequences for academics’ publication and citation behavior
Measurement Uncertainty in Spatial Models
Reconceptualizing the Policy Subsystem
Indirect Reciprocity for Mitigating Intergroup Hostility
Free Riding, Network Effects, and Burden Sharing in Defense Cooperation Networks
Analyzing Computational Models
Irredentism and Institutions
Intelligent Computing Social Modeling and Methodological Innovations in Political Science in the Era of Large Language Models
Agent-based models and methodological individualism
On a branching route
Using Ego Network Data to Inform Agent-based Models of Diffusion
Recent Trends in Agent-based Computational Research
Micromotives and macrobehavior
Computing Machinery and Intelligence (1950)
Governing the Commons
Growing Artificial Societies
Political Disagreement
The Robust Federation
Development, Geography, and Economic Theory
Emergent Actors in World Politics
How Nature Works
The Origins of Order
System Effects
A Self-Modifying Cellular Automaton Model of Historical Urbanization in the San Francisco Bay Area
More Is Different
Simulating dynamical features of escape panic
Social force model for pedestrian dynamics
Crime and Social Interactions
Essay
Land-cover change model validation by an ROC method for the Ipswich watershed, Massachusetts, USA
Theory, data, methods
On Computable Numbers, with an Application to the Entscheidungsproblem
Requiem for Large-Scale Models
Identification of Endogenous Social Effects
A Mathematical Theory of Communication
The Structure and Function of Complex Networks
Governing the Commons
Rules, Games, and Common-Pool Resources
Polynucleated Urban Landscapes
Agent-Based Modeling
Agent-Based Modeling vs. Equation-Based Modeling
Complexity A Guided Tour
Diversity and Complexity
Mental Health and the Built Environment
Legislative cosponsorship networks in the US House and Senate
Delineating and Reviewing the Role of Newcomer Capital in Organizational Socialization
Where Global and Virtual Meet
Behaviour in commons dilemmas
On Emergence and Explanation
Simplifying complexity
Essay
Negotiation in legislatures over government formation
Uncertainty, Evolution, and Economic Theory
The checkerboard model of social interaction
Activity Analysis of Production and Allocation
A Theoretical Framework for Alternative Models of Spatial Decision and Behavior
Land-Cover-Change Trajectories in Southern Cameroon
Cabinet Formation and Portfolio Distribution in European Multiparty Systems
Generative Social Science
Simulating Society
Social and Economic Networks
The co‐evolution of individual and network
Friends, Brokers, and Transitivity
Modeling the Institutional Foundation of Parliamentary Government Formation
Habitual Voting and Behavioral Turnout
A Computational Model of the Citizen as Motivated Reasoner
Modeling Dependencies in International Relations Networks
Connecting the Congress
District Complexity and the Personal Vote
Uncertainty, Difficulty, and Complexity
Policy-Motivated Parties in Dynamic Political Competition
Adaptive Models and Electoral Instability
Institutionalism as a Methodology
A Tournament of Party Decision Rules
Violence and Ethnic Segregation
The Complexity of System Effects
District Complexity as an Advantage in Congressional Elections
Voting Weights and Formateur Advantages in the Formation of Coalition Governments
Fading Friendships
Can Game(s) Theory Explain Culture
Emergent cultural signatures and persistent diversity
Ecological Correlations and the Behavior of Individuals
Understanding Urban Models versus Understanding Cities
A Computer Movie Simulating Urban Growth in the Detroit Region
Global Change
Resistance to a Residential Aids Home
Bargaining in Legislatures
A Behavioral Model of Turnout
Policy and the Dynamics of Political Competition
Adaptive Parties in Spatial Elections
Secessionism in Multicultural States
Neighborhood Choice and Neighborhood Change
Dynamic Parties and Social Turnout
Computational Models of Social Forms
| Unique citing works | 44 |
|---|---|
| Citations per year | 2,32 |
| Citation span | 2007 - 2026 (20) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 42 |