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A Systematic Review of Agent-Based Modelling in the Circular Economy Insights Towards a General Model

https://doi.org/10.2139/ssrn.4596732
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Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

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The 113 checked references that resolve
resolves10.1080/19397038.2011.581392
Sustainable tyre remanufacturing: an agent-based simulation modelling approach
resolves10.1016/j.techfore.2022.122182
Business management perspectives on the circular economy: Present state and future directions
resolves10.1177/0734242X18783843
A stochastic multi-agent system for Internet of Things-enabled waste management in smart cities
resolves10.1016/j.techfore.2022.122307
Digital technology and business model innovation: A systematic literature review and future research agenda
resolves10.1002/2014WR015382
Quantifying the economic importance of irrigation water reuse in a Chilean watershed using an integrated agent-based model
resolves10.1016/j.jedc.2014.07.001
Emergent dynamics of a macroeconomic agent based model with capital and credit
resolves10.1016/j.techfore.2021.120766
Big data analytics capability and decision-making: The role of data-driven insight on circular economy performance
resolves10.1016/j.ecolecon.2017.03.032
Complexity and the Economics of Climate Change: A Survey and a Look Forward
resolves10.1287/mnsc.15.5.215
A New Product Growth for Model Consumer Durables
resolves10.1016/j.strueco.2020.08.003
Impact of water and energy infrastructure on local well-being: an agent-based analysis of the water-energy-food nexus
resolves10.1016/j.techfore.2023.122363
Analysis of Industry 4.0 and circular economy enablers: A step towards resilient sustainable operations management
resolves10.1016/j.techfore.2020.120558
New generation acceptability towards durability and repairability of products: Circular economy in the era of the 4th industrial revolution
resolves10.1016/j.strueco.2022.06.004
Cultural consumption in times of lock-down: An agent-based model of choice
resolves10.1111/j.1540-5885.2010.00748.x
The Effects of Market Network Heterogeneity on Innovation Diffusion: An Agent‐Based Modeling Approach
resolves10.1016/j.techfore.2022.122146
How digitalization supports a sustainable business model: A literature review
resolves10.22517/23447214.24181
Agent-based Model for Environmental Awareness and Extended Producer Responsibility in Developing Countries
resolves10.1016/j.jenvman.2021.112938
Testing a norm-based policy for waste management: An agent-based modeling simulation on nudging recycling behavior
resolves10.1016/j.techfore.2022.121508
Linking circular economy and digitalisation technologies: A systematic literature review of past achievements and future promises
resolves10.1016/j.jclepro.2020.122654
A new learning interaction rule for municipal household waste classification behavior based on multi-agent-based simulation
resolves10.1016/j.jenvman.2021.113006
Formal or informal recycling sectors? Household solid waste recycling behavior based on multi-agent simulation
resolves10.1016/j.jedc.2022.104589
Enter the MATRIX model:a Multi-Agent model for Transition Risks with application to energy shocks.
resolves10.1007/s10845-015-1154-1
Impact of spare parts remanufacturing on the operation and maintenance performance of offshore wind turbines: a multi-agent approach
resolves10.1016/j.jclepro.2020.124942
A systematic review for measuring circular economy: The 61 indicators
resolves10.1016/j.jmsy.2022.02.002
Extending the lean value stream mapping to the context of Industry 4.0: An agent-based technology approach
resolves10.1016/j.jebo.2020.07.023
Rising to the challenge: Bayesian estimation and forecasting techniques for macroeconomic Agent Based Models
resolves10.1016/j.techfore.2016.01.018
National culture and innovation diffusion. Exploratory insights from agent-based modeling
resolves10.3917/redp.231.0083
La tertiarisation favorise-t-elle la production de déchets municipaux ? La discussion d'un paradoxe à partir d'un modèle multi-agents
resolves10.1016/j.techfore.2012.11.005
Environmental policies and eco-innovations by service firms: An agent-based model
resolves10.1016/j.techfore.2016.09.021
Unlocking value for a circular economy through 3D printing: A research agenda
resolves10.1111/joes.12249
AGENT‐BASED MACROECONOMICS AND DYNAMIC STOCHASTIC GENERAL EQUILIBRIUM MODELS: WHERE DO WE GO FROM HERE?
resolves10.1016/j.wasman.2021.10.036
Cost-benefit analysis of demolition waste management via agent-based modelling: A case study in Shenzhen
resolves10.3390/su10072484
System Dynamics versus Agent-Based Modeling: A Review of Complexity Simulation in Construction Waste Management
resolves10.1016/j.jclepro.2020.124897
An agent-based model approach for urban demolition waste quantification and a management framework for stakeholders
resolves10.1007/978-3-319-68619-6_30
Product Variants Recycling Cost Estimation with the Use of Multi-agent Support System
resolves10.1016/j.strueco.2021.10.009
How effective is the construction sector in promoting the circular economy in Brazil and France? : A waste input-output analysis
resolves10.1016/j.jclepro.2020.120060
Anaerobic Digestion of food waste: Eliciting sustainable water-energy-food nexus practices with Agent Based Modelling and visual analytics
resolves10.1038/460685a
The economy needs agent-based modelling
resolves10.1016/j.agsy.2019.102718
Flows in Agro-food Networks (FAN): An agent-based model to simulate local agricultural material flows
resolves10.3389/fsufs.2020.00041
Co-benefits and Trade-Offs From Agro-Food System Redesign for Circularity: A Case Study With the FAN Agent-Based Model
resolves10.1016/j.ecolecon.2019.106587
Quantifying the direct network effect for online platforms supporting industrial symbiosis: an agent-based simulation study
resolves10.1016/j.ijpe.2019.08.006
The role of redundancy in industrial symbiotic business development: A theoretical framework explored by agent-based simulation
resolves10.1016/j.strueco.2020.01.008
The impact of eco-innovation on CO2 emission reductions: Evidence from selected petroleum companies
resolves10.1016/j.aei.2015.01.004
Formulation and analysis of dynamic supply chain of backfill in construction waste management using agent-based modeling
resolves10.1007/s10098-017-1464-4
Heterogeneous multi-agent optimization framework with application to synthesizing optimal nuclear waste blends
resolves10.1016/j.jclepro.2016.12.048
The Circular Economy – A new sustainability paradigm?
resolves10.1016/j.jclepro.2017.05.128
Agent-based model of self-organized industrial symbiosis
resolves10.1016/j.jclepro.2015.09.007
A review on circular economy: the expected transition to a balanced interplay of environmental and economic systems
resolves10.1007/978-3-540-71335-7_20
The Concept of Closed-loop Supply Chain Integration Through Agents-based System
resolves10.1109/CHICC.2008.4605156
Agent based model for solid waste management and policy simulating analysis
resolves10.1016/j.techfore.2018.06.030
Circular economy and big data analytics: A stakeholder perspective
resolves10.1016/j.erss.2018.10.021
Agent-based modelling and socio-technical energy transitions: A systematic literature review
resolves10.1016/j.ejor.2017.05.028
Managing competitive municipal solid waste treatment systems: An agent-based approach
resolves10.1111/j.1749-6632.2009.05286.x
Agent‐based modeling in ecological economics
resolves10.1016/j.techfore.2017.09.010
Unlocking the circular economy through new business models based on large-scale data: An integrative framework and research agenda
resolves10.1016/j.techfore.2020.120567
A large multi-group decision-making technique for prioritizing the big data-driven circular economy practices in the automobile component manufacturing industry
resolves10.4324/9780429462795-25
Modelling Approaches to Food Waste
resolves10.1111/risa.12760
An Empirical Agent‐Based Model to Simulate the Adoption of Water Reuse Using the Social Amplification of Risk Framework
resolves10.1016/j.procir.2020.01.083
Environmental evaluation of distributed versus centralized plastic waste recycling: Integrating life cycle assessment and agent-based modeling
resolves10.1007/s10100-011-0210-y
Agent-based simulation of innovation diffusion: a review
resolves10.18564/jasss.2528
Enhancing Recycling of Construction Materials: An Agent Based Model with Empirically Based Decision Parameters
resolves10.1016/j.ecolecon.2017.06.041
Circular Economy: The Concept and its Limitations
resolves10.1016/j.jclepro.2019.118531
A review of micro level indicators for a circular economy – moving away from the three dimensions of sustainability?
resolves10.1016/j.techfore.2019.119806
Climate change and green transitions in an agent-based integrated assessment model
resolves10.18564/jasss.1928
Participatory Agent-Based Simulation for Renewable Resource Management: The Role of the Cormas Simulation Platform to Nurture a Community of Practice
resolves10.1016/j.jebo.2012.12.021
Agent-based macroeconomics: A baseline model
resolves10.1007/s10458-017-9365-9
Towards Circular Economy implementation: an agent-based simulation approach for business model changes
resolves10.1007/s00170-017-0610-9
Towards circular economy implementation in manufacturing systems using a multi-method simulation approach to link design and business strategy
resolves10.1016/j.jclepro.2019.02.128
Towards the sustainable development of waste household appliance recovery systems in China: an agent-based modeling approach
resolves10.1016/j.strueco.2021.11.018
A new artificial neural networks algorithm to analyze the nexus among logistics performance, energy demand, and environmental degradation
resolves10.1016/j.jclepro.2018.03.142
Agent-based simulation to evaluate and categorize industrial symbiosis indicators
resolves10.1115/1.4034159
Agent Based Simulation Optimization of Waste Electrical and Electronics Equipment Recovery
resolves10.1016/j.jclepro.2017.12.112
How do scholars approach the circular economy? A systematic literature review
resolves10.1016/j.jclepro.2021.128960
Mapping the social dimension of the circular economy
resolves10.1007/s10980-017-0495-x
Agent-based modeling of complex social–ecological feedback loops to assess multi-dimensional trade-offs in dryland ecosystem services
resolves10.1016/j.techfore.2021.120607
Big data-enabled large-scale group decision making for circular economy: An emerging market context
resolves10.1016/j.envsoft.2020.104839
Economy-wide impacts of behavioral climate change mitigation: Linking agent-based and computable general equilibrium models
resolves10.1016/j.jclepro.2021.127973
The quest for a circular economy final definition: A scientific perspective
resolves10.1016/j.techfore.2015.06.011
Modeling the diffusion of residential photovoltaic systems in Italy: An agent-based simulation
resolves10.1016/j.im.2014.08.008
Synthesizing information systems knowledge: A typology of literature reviews
resolves10.1016/j.ecolecon.2017.08.022
An Agent-based Stock-flow Consistent Model of the Sustainable Transition in the Energy Sector
resolves10.1504/IJCEE.2019.097793
Technology diffusion of Industry 4.0: an agent-based approach
resolves10.1016/j.techfore.2021.120858
Circular economy for fashion industry: Use of waste from the food industry for the production of biotextiles
resolves10.1016/j.resconrec.2019.104538
A spatial agent based model for simulating and optimizing networked eco-industrial systems
resolves10.1016/j.jclepro.2021.128009
Two decades of research on waste management in the circular economy: Insights from bibliometric, text mining, and content analyses
resolves10.1016/j.apenergy.2015.04.071
Determinants of spatio-temporal patterns of energy technology adoption: An agent-based modeling approach
resolves10.1111/jiec.12032
Framework for Applying a Complex Adaptive System Approach to Model the Operation of Eco‐Industrial Parks
resolves10.1016/j.jclepro.2019.119137
Circular economy indicators for organizations considering sustainability and business models: Plastic, textile and electro-electronic cases
resolves10.1057/eej.2010.64
Open- and Closed-Loop Supply Chain Dynamics: Specification and Exploration of an Agent-based Model
resolves10.1016/j.jclepro.2023.136753
The circular economy mitigates the material rebound due to investments in renewable energy
resolves10.1016/j.jclepro.2018.10.014
A taxonomy of circular economy indicators
resolves10.1016/j.ejor.2014.10.035
Waste paper procurement optimization: An agent-based simulation approach
resolves10.1016/j.techfore.2008.03.024
Agent-based modeling of the diffusion of environmental innovations — An empirical approach
resolves10.1109/ECODIM.2001.992443
Indirect control methods for navigating the agent-based recycle society
resolves10.1016/j.jclepro.2015.12.020
Resource recovery from post-consumer waste: important lessons for the upcoming circular economy
resolves10.1016/j.envsci.2018.05.011
Agent-based modelling to predict policy outcomes: A food waste recycling example
resolves10.1038/531435a
The circular economy
resolves10.1007/s43546-021-00103-3
Advances in the agent-based modeling of economic and social behavior
resolves10.1038/530407a
Economics: Current climate models are grossly misleading
resolves10.1016/j.ejor.2015.03.008
Innovation diffusion of repeat purchase products in a competitive market: An agent-based simulation approach
resolves10.1016/j.techfore.2021.120719
Multi-attribute large-scale group decision making with data mining and subgroup leaders: An application to the development of the circular economy
resolves10.1016/S1574-0021(05)02016-2
Chapter 16 Agent-Based Computational Economics: A Constructive Approach to Economic Theory
resolves10.1111/j.1468-2370.2005.00116.x
Using knowledge within small and medium‐sized firms: A systematic review of the evidence
resolves10.1016/j.jclepro.2018.03.261
Behaviour change in post-consumer recycling: Applying agent-based modelling in social experiment
resolves10.1111/1467-8551.00375
Towards a Methodology for Developing Evidence‐Informed Management Knowledge by Means of Systematic Review
resolves10.1016/j.enpol.2023.113567
Energy price shocks and stabilization policies in the MATRIX model
resolves10.1016/j.jclepro.2020.125090
Circular economy metrics: Literature review and company-level classification framework
resolves10.1016/j.techfore.2020.120275
How product and process knowledge enable consumer switching to remanufactured laptop computers in circular economy
resolves10.1111/pirs.12069
Multi‐agent‐based simulation on technology innovation‐diffusion in China
resolves10.1080/00207543.2019.1590660
Sustainable operations of industrial symbiosis: an enterprise input-output model integrated by agent-based simulation
resolves10.1016/j.apenergy.2017.12.074
Cooperation in manure-based biogas production networks: An agent-based modeling approach
resolves10.1016/j.strueco.2021.03.008
An economic mechanism of industrial ecology: Theory and evidence
resolves10.1016/j.strueco.2023.04.010
An assessment of the green development efficiency of industrial parks in China: Based on non-desired output and non-radial DEA model
resolves10.1016/j.strueco.2021.12.007
The threshold effect of manufacturing Servitization on carbon emission: An empirical analysis based on multinational panel data
The 43 references without a DOI — listed, not checked
no DOI — not checkedA hybrid agent-based and probabilistic model for finegrained behavioural energy waste simulation
no DOI — not checkedAgent-based conceptual framework for energy and material synergy patterns in a territory with non-cooperative governance
no DOI — not checkedBusiness model innovation
no DOI — not checkedImplementing circular economy in a regional context: A systematic literature review and a research agenda
no DOI — not checkedMacroeconomics of unbalanced growth: the anatomy of urban crisis
no DOI — not checkedref20
no DOI — not checkedAgent-Based Modeling in a Simple Circular Economy
no DOI — not checkedAn Investigation on a Closed-Loop Supply Chain of Product Recycling Using a Multi-Agent and Priority Based Genetic Algorithm Approach
no DOI — not checkedSuccessful qualitative research: A practical guide for beginners
no DOI — not checkedAgent-based simulation of complex systems: application to collective management of animal wastes
no DOI — not checkedResearch Design: Qualitative, Quantitative, and Mixed Methods Approaches
no DOI — not checkedref34
no DOI — not checkedAgent-based macroeconomics
no DOI — not checkedref39
no DOI — not checkedCommunication from the commission to the european parliament, the council, the european economic and social committee and the committee of the regions a new Circular Economy
no DOI — not checkedref51
no DOI — not checkedref65
no DOI — not checkedref66
no DOI — not checkedReuse of wasted thermal energy in power plants for agricultural crops by means of multi-agent approach
no DOI — not checkedGarbmas: Simulation of the application of gamification techniques to increase the amount of recycled waste through a multi-agent system
no DOI — not checkedBehavioural economics: Linking Bayesian and agent-based models to assess consumer food waste
no DOI — not checkedref73
no DOI — not checkedEmpirical Acceptance-Resistance Agent-Based Modeling Approach for Simulating the Adoption of Water Reuse
no DOI — not checkedref83
no DOI — not checkedFinancial strategy optimization of Municipal solid waste clean incineration power generation based on multi-agent evolutionary game model
no DOI — not checkedTowards the circular economy
no DOI — not checkedref98
no DOI — not checkedref99
no DOI — not checkedOptimization of municipal solid waste transportation by integrating GIS analysis, equation-based, and agent-based model
no DOI — not checkedOvercoming Inconvenience: How Society Can Incentivize Individual Recycling Behaviour ; An Agent-Based Model
no DOI — not checkedref115
no DOI — not checkedSolid Waste Management using Georeferenced Multi-agent Systems
no DOI — not checkedAgent-based modeling to integrate elements from different disciplines for ambitious climate policy
no DOI — not checkedApplication of psychological theories in agent-based modeling: the case of the theory of planned behaviour
no DOI — not checkedref128
no DOI — not checkedMulti-agent evolutionary game in the recycling utilization of construction waste
no DOI — not checkedImplementation of Construction Waste Recycling under Construction Sustainability Incentives: A Multi-Agent Stochastic Evolutionary Game Approach
no DOI — not checkedThe circular economy and consumer behaviour: Literature review and research directions
no DOI — not checkedClosing the Loops on Solar Photovoltaics Modules: An Agent-Based Modeling Approach for the Study of Circular Economy Strategies (No. NREL/PO-6A20-76139)
no DOI — not checkedExploring Social Dynamics of Hard-Disk Drives Circularity with an Agent-Based Approach
no DOI — not checkedThe effects of customer perceived disposal hardship on post-consumer product remanufacturing: A multi-agent perspective
no DOI — not checkedAgent-based simulation of economic sustainability in waste-to-material recovery
no DOI — not checkedAgent-based Modelling and Simulation of Circular Economy Scenarios
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