Evolutionary Climate-Change Modelling: A Multi-Agent Climate-Economic Model
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Other applications of ABMs include modeling how behavior under social norms changes with external pressures, how the economy and climate may evolve given a diversity of political and economic beliefs, and how individuals may migrate in response to environmental changes.
“Other applications of ABMs include modeling how behavior under social norms changes with external pressures [715], how the economy and climate may evolve given a diversity of political and economic beliefs [272], and how individuals may migrate in response to environmental changes [787].”
From Tackling climate change with machine learning (2023) · cites this paper as [272]
Cites
Genetic algorithms in search, optimization, and machine learning
(1989) · Choice Reviews Online · doi:10.5860/choice.27-0936 · Cited by 49,169 · see citing works
Genetic Algorithms in Search, Optimization and Machine Learning
Goldberg, D. E., & Robson, D. (1988) · Cited by 18,391 · see citing works
Filders, R. (1992) · International Journal of Forecasting · doi:10.1016/0169-2070(92)90130-2 · Cited by 16,765 · see citing works
An Introduction to Genetic Algorithms
Mitchell, M. (1996) · doi:10.7551/mitpress/3927.001.0001 · Cited by 11,340 · see citing works
(2007) · London School of Economics and Political Science Research Online (London School of Economics and Political Science) · Cited by 9,690 · see citing works
The Economics of Climate Change: The Stern Review
Stern, N. (2007) · doi:10.1017/cbo9780511817434 · Cited by 8,371 · see citing works
Risk and Culture: An Essay on the Selection of Technological and Environmental Dangers.
Kingston, P. W., Douglas, M., & Wíldavsky, A. (1983) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2067477 · Cited by 2,275 · see citing works
Managing the global commons: the economics of climate change
(1995) · Choice Reviews Online · doi:10.5860/choice.32-6292 · Cited by 1,551 · see citing works
Cultural dimensions of climate change impacts and adaptation
Adger, W. N., Barnett, J., Brown, K. M., Marshall, N., & O’Brien, K. L. (2012) · Nature Climate Change · doi:10.1038/nclimate1666 · Cited by 1,462 · see citing works
A question of balance: weighing the options on global warming policies
(2008) · Choice Reviews Online · doi:10.5860/choice.46-1603 · Cited by 1,237 · see citing works
Why different interpretations of vulnerability matter in climate change discourses
O’Brien, K. L., Eriksen, S., Nygaard, L. P., & Schjolden, A. (2007) · Climate Policy · doi:10.1080/14693062.2007.9685639 · Cited by 1,142 · see citing works
Nordhaus, W. D. (2008) · Yale University Press eBooks · doi:10.2307/j.ctt1npzkh · Cited by 1,092 · see citing works
A Review of the <i>Stern Review on the Economics of Climate Change</i>
Weitzman, M. L. (2007) · Journal of Economic Literature · doi:10.1257/jel.45.3.703 · Cited by 1,024 · see citing works
Manne, A. S., Mendelsohn, R. O., & Richels, R. (1995) · Energy Policy · doi:10.1016/0301-4215(95)90763-w · Cited by 746 · see citing works
Transport and storage of CO2 in the ocean—an inorganic ocean-circulation carbon cycle model
Maier-Reimer, E., & Hasselmann, K. (1987) · Climate Dynamics · doi:10.1007/bf01054491 · Cited by 709 · see citing works
Agent-based Computational Finance
LeBaron, B. D. (1989) · Cited by 701 · see citing works
Handbook of computational economics
McAdam, P. (1998) · Journal of Economic Dynamics and Control · doi:10.1016/s0165-1889(97)00094-8 · Cited by 612 · see citing works
Artificial Adaptive Agents in Economic Theory
Holland, J. H., & Miller, J. H. (1991) · American Economic Review · Cited by 587 · see citing works
Modeling human decisions in coupled human and natural systems: Review of agent-based models
Li, A. (2012) · Ecological Modelling · doi:10.1016/j.ecolmodel.2011.07.010 · Cited by 585 · see citing works
Genetic algorithm learning and the cobweb model
Arifovic, J. (1994) · Journal of Economic Dynamics and Control · doi:10.1016/0165-1889(94)90067-1 · Cited by 471 · see citing works
CETA: A Model for Carbon Emissions Trajectory Assessment
Peck, S. C., & Teisberg, T. J. (1992) · The Energy Journal · doi:10.5547/issn0195-6574-ej-vol13-no1-4 · Cited by 380 · see citing works
The Behavior of the Exchange Rate in the Genetic Algorithm and Experimental Economies
Arifovic, J. (1996) · Journal of Political Economy · doi:10.1086/262032 · Cited by 347 · see citing works
Dynamics in human and primate societies: agent-based modeling of social and spatial processes
Kohler, T. A., & Gummerman, G. J. (2000) · Cited by 275 · see citing works
AD-DICE: an implementation of adaptation in the DICE model
de Bruin, K. C., Dellink, R., & Tol, R. S. J. (2009) · Climatic Change · doi:10.1007/s10584-008-9535-5 · Cited by 273 · see citing works
Image: An Integrated Model to Assess the Greenhouse Effect
Rotmans, J. I. (1990) · Environment & assessment · doi:10.1007/978-94-009-0691-4 · Cited by 250 · see citing works
Behavioral economics and climate change policy
Gowdy, J. M. (2008) · Journal of Economic Behavior & Organization · doi:10.1016/j.jebo.2008.06.011 · Cited by 245 · see citing works
Lorscheid, I., Heine, B.-O., & Meyer, M. (2011) · Computational and Mathematical Organization Theory · doi:10.1007/s10588-011-9097-3 · Cited by 238 · see citing works
Sociology and Simulation: Statistical and Qualitative Cross‐Validation
Moss, S., & Edmonds, B. (2005) · American Journal of Sociology · doi:10.1086/427320 · Cited by 217 · see citing works
Understanding Anasazi Culture Change Through Agent-Based Modeling
Dean, J. S., & Gumerman, G. J. (2000) · Dynamics in Human and Primate Societies · doi:10.1093/oso/9780195131673.003.0013 · Cited by 215 · see citing works
The major transitions in evolution
Miller, A. I. (1997) · Complexity · doi:10.1002/(sici)1099-0526(199705/06)2:5 · Cited by 201 · see citing works
Climate Change: Perceptions and Discourses of Risk
Etkin, D. A., & Ho, E. (2007) · Journal of Risk Research · doi:10.1080/13669870701281462 · Cited by 182 · see citing works
Replication, Replication and Replication: Some Hard Lessons from Model Alignment
Edmonds, B., & Hales, D. (2003) · Journal of Artificial Societies and Social Simulation · Cited by 170 · see citing works
Dynamics of coupled human-landscape systems
Werner, B. T., & McNamara, D. E. (2007) · Geomorphology · doi:10.1016/j.geomorph.2007.04.020 · Cited by 166 · see citing works
Ziervogel, G., Bithell, M., Washington, R., et al. (2004) · Agricultural Systems · doi:10.1016/j.agsy.2004.02.009 · Cited by 162 · see citing works
Auctions with Artificial Adaptive Agents
Andreoni, J., & Miller, J. H. (1995) · Games and Economic Behavior · doi:10.1006/game.1995.1024 · Cited by 153 · see citing works
Evolutionary thinking in environmental economics
van den Bergh, J. (2007) · Journal of Evolutionary Economics · doi:10.1007/s00191-006-0054-0 · Cited by 150 · see citing works
The battle of perspectives: a multi-agent model with adaptive responses to climate change
Janssen, M. A., & de Vries, B. J. M. (1998) · Ecological Economics · doi:10.1016/s0921-8009(97)00062-1 · Cited by 142 · see citing works
Building and assurance of agent-based models: An example and challenge to the field
Midgley, D. F., Marks, R., & Kunchamwar, D. (2007) · Journal of Business Research · doi:10.1016/j.jbusres.2007.02.004 · Cited by 134 · see citing works
GOVERNING SOCIAL-ECOLOGICAL SYSTEMS
Janssen, M. A., & Elinor Ostrom, B. (2005) · Digital Library Of The Commons Repository (Indiana University) · Cited by 129 · see citing works
Chapter 30 Governing Social-Ecological Systems
Janssen, M. A., & Elinor Ostrom, B. (2006) · Handbook of computational economics · doi:10.1016/s1574-0021(05)02030-7 · Cited by 128 · see citing works
Agent-based modeling of climate policy: An introduction to the ENGAGE multi-level model framework
Gerst, M. D., Wang, P., Roventini, A., et al. (2012) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2012.09.002 · Cited by 122 · see citing works
Learning to speculate: Experiments with artificial and real agents
Duffy, J. F. (2001) · Journal of Economic Dynamics and Control · doi:10.1016/s0165-1889(00)00028-2 · Cited by 121 · see citing works
Bharwani, S., Bithell, M., Downing, T. E., New, M. G., Washington, R., & Ziervogel, G. (2005) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2005.1742 · Cited by 120 · see citing works
Berman, M., Nicolson, C., Kofinas, G. P., Tetlichi, J., & Martin, S. M. (2004) · ARCTIC · doi:10.14430/arctic517 · Cited by 111 · see citing works
Adaptive Learning by Genetic Algorithms
Dawid, H. (1999) · Springer eBooks · doi:10.1007/978-3-642-18142-9 · Cited by 107 · see citing works
Optimal climate policy is a utopia: from quantitative to qualitative cost-benefit analysis
van den Bergh, J. C. J. M. (2004) · Ecological Economics · doi:10.1016/j.ecolecon.2003.10.011 · Cited by 105 · see citing works
Barthel, R., Janisch, S., Schwarz, N., et al. (2008) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2008.02.004 · Cited by 104 · see citing works
Haruvy, E. E., Roth, A. E., & Ünver, M. U. (2005) · Journal of Economic Dynamics and Control · doi:10.1016/j.jedc.2005.02.002 · Cited by 87 · see citing works
Agent-Based Modelling of Socio-Ecosystems
Balbi, S., & Giupponi, C. (2010) · International Journal of Agent Technologies and Systems · doi:10.4018/jats.2010100103 · Cited by 79 · see citing works
Agent Based Modeling and Adaptation to Climate Change
Patt, A., & Siebenhüner, B. (2005) · Vierteljahrshefte zur Wirtschaftsforschung · doi:10.3790/vjh.74.2.310 · Cited by 70 · see citing works
Modular technical change and genetic algorithms
Birchenhall, C. R. (1995) · Computational Economics · doi:10.1007/bf01298461 · Cited by 68 · see citing works
Economics of climate change under uncertainty: Benefits of flexibility
Anda, J., Golub, A. A., & Борисовна, С. Е. (2009) · Energy Policy · doi:10.1016/j.enpol.2008.11.034 · Cited by 67 · see citing works
Modelling UK domestic energy and carbon emissions: an agent-based approach
Natarajan, S., Padget, J. A., & Elliott, L. (2011) · Energy and Buildings · doi:10.1016/j.enbuild.2011.05.013 · Cited by 63 · see citing works
Weber, M., Barth, V., & Hasselmann, K. (2005) · Ecological Economics · doi:10.1016/j.ecolecon.2004.12.035 · Cited by 62 · see citing works
Policy instruments for evolution of bounded rationality: Application to climate–energy problems
Nannen, V., & van den Bergh, J. C. J. M. (2009) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2009.05.003 · Cited by 59 · see citing works
Miller, B. W., & Morisette, J. T. (2014) · Ecology and Society · doi:10.5751/es-06813-190341 · Cited by 59 · see citing works
The role of uncertainty and learning for the success of international climate agreements
Finus, M., & Pintassilgo, P. (2013) · Journal of Public Economics · doi:10.1016/j.jpubeco.2013.04.003 · Cited by 56 · see citing works
Dasgupta, P. S. (2007) · Journal of Applied Ecology · doi:10.1111/j.1365-2664.2007.01316.x · Cited by 55 · see citing works
Simulating Human Behavior for Understanding and Managing Environmental Resource Use
Jager, W., & Mosler, H. J. (2007) · Journal of Social Issues · doi:10.1111/j.1540-4560.2007.00498.x · Cited by 55 · see citing works
Climate Change: The Uncertainties, the Certainties and What They Imply About Action
Schelling, T. C. (2007) · The Economists Voice · doi:10.2202/1553-3832.1276 · Cited by 50 · see citing works
Influence of climate change on short term management of field crops – A modelling approach
Aurbacher, J., Parker, P. S., Sánchez, G. A. C., Steinbach, J., Reinmuth, E., Ingwersen, J., & Dabbert, S. (2013) · Agricultural Systems · doi:10.1016/j.agsy.2013.04.005 · Cited by 48 · see citing works
Cultural Analysis: Politics, Public Law, and Administration
Wíldavsky, A. (2005) · Cited by 48 · see citing works
A Critique of theStern Review's Mitigation Cost Analyses and Integrated Assessment
Weyant, J. P. (2008) · Review of Environmental Economics and Policy · doi:10.1093/reep/rem022 · Cited by 46 · see citing works
Dawid, H. (1999) · PUB – Publications at Bielefeld University (Bielefeld University) · Cited by 43 · see citing works
An agent-based model of household dynamics and land use change
Entwisle, B., Malanson, G. P., Rindfuss, R. R., & Walsh, S. J. (2008) · Journal of Land Use Science · doi:10.1080/17474230802048193 · Cited by 40 · see citing works
Progress in Model-To-Model Analysis
Rouchier, J., Cioffi‐Revilla, C. A., Polhill, G., et al. (2008) · RePEc: Research Papers in Economics · Cited by 40 · see citing works
How deep should the deep cuts be? Optimal CO 2 emissions over time under uncertainty
Hope, C. (2009) · Climate Policy · doi:10.3763/cpol.2008.0544 · Cited by 39 · see citing works
The Psychology of Global Climate Change
Rachlinski, J. J. (2000) · Scholarship @ Cornell Law (Cornell University) · Cited by 38 · see citing works
Internal selection and market selection in economic Genetic Algorithms
Geisendorf, S. (2010) · Journal of Evolutionary Economics · doi:10.1007/s00191-010-0193-1 · Cited by 37 · see citing works
Self-citationThree strategies for sustainable consumption
Boulanger, P.-M. (2010) · Cited by 32 · see citing works
Innovative approaches to integrated global change modelling
Giupponi, C., Borsuk, M. E., de Vries, B. J. M., & Hasselmann, K. (2013) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2013.01.013 · Cited by 32 · see citing works
Certainty and Uncertainty in Climate Change Predictions: What Use are Climate Models?
Watson, A. J. (2007) · Environmental and Resource Economics · doi:10.1007/s10640-007-9173-9 · Cited by 23 · see citing works
Meeting targets : tools to support integrated assessment modelling of global change
Janssen, M. A. (1996) · doi:10.26481/dis.19961129mj · Cited by 22 · see citing works
Energy Policy Modeling in the 21st Century
Qudrat‐Ullah, H. (2013) · Understanding complex systems · doi:10.1007/978-1-4614-8606-0 · Cited by 21 · see citing works
Can Genetic Algorithms Explain Experimental Anomalies?
Casari, M. (2004) · Computational Economics · doi:10.1007/s10614-004-4197-5 · Cited by 21 · see citing works
Bounded rationality and social interaction in negotiating a climate agreement
Gsottbauer, E., & van den Bergh, J. (2013) · International Environmental Agreements: Politics, Law and Economics · doi:10.1007/s10784-012-9182-1 · Cited by 21 · see citing works
Climate Change: An Integrated Perspective
Martens, P., & Rotmans, J. I. (1999) · Advances in global change research · doi:10.1007/0-306-47982-6_1 · Cited by 20 · see citing works
The Influence of Innovation and Imitation on Economic Performance
Geisendorf, S. (2009) · RePEc: Research Papers in Economics · Cited by 12 · see citing works
Self-citationComputer Testbeds and Mechanism DesignPreprint
Arifovic, J., & Ledyard, J. O. (2002) · RePEc: Research Papers in Economics · Cited by 6 · see citing works
Land markets from the bottom up
Filatova, T. (2009) · doi:10.3990/1.9789036528023 · Cited by 6 · see citing works
Climate Change: An Integrated Perspective
Martens, P., Vrieze, K., Jansen, D., et al. (1999) · Advances in global change research · doi:10.1007/0-306-47982-6 · Cited by 6 · see citing works
Cultural Analysis. Politics, Public Law and Administration
Weimer, D. L. (2009) · Journal of Comparative Policy Analysis Research and Practice · doi:10.1080/13876980903083423 · Cited by 5 · see citing works
Exploring Energy and Economic Futures Using Agent-Based Modeling and Scenario Discovery
Wang, P., Gerst, M. D., & Borsuk, M. E. (2013) · Understanding complex systems · doi:10.1007/978-1-4614-8606-0_13 · Cited by 4 · see citing works
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Tackling climate change with machine learning
Rolnick, D., Donti, P. L., Kaack, L. H., Kochanski, K., Lacoste, A., Sankaran, K., Ross, A. S., Milojevic-Dupont, N., Jaques, N., Waldman-Brown, A., et al. (2023) · ACM Computing Surveys · doi:10.1145/3485128 · Cited by 336 · see citing works
- Authors
- Geisendorf, S.
- Affiliations
- ESCP Business School (DE)
- Corresponding author
- Geisendorf, Sylvie
- ORCID
- Geisendorf, Sylvie
- Venue
- Computational Economics
- Published
- 2017-09-12
- Volume
- 52
- Issue
- 3
- Pages
- 921-951
- ISSN
- 0927-7099 (ISSN-L)
- 1572-9974
- OpenAlex
- W2754706133
- Cited by
- 11
- References
- 83
- Citations by year
- 2025: 2 · 2023: 1 · 2022: 4 · 2021: 1 · 2020: 2 · 2019: 1
- FWCI
- 1.48
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Computational Economics (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Climate Change Policy and Economics
- Physical Sciences › Computer Science › Artificial Intelligence › Multi-Agent Systems and Negotiation
- Physical Sciences › Environmental Science › Global and Planetary Change › Climate Change and Geoengineering
- Keywords
- agent-based modeling, multi-agent systems, model replication, model updating, model robustness, climate change
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