Statistical equilibrium methods in analytical political economy

E Scharfenaker - Journal of Economic Surveys, 2022 - Wiley Online Library
Economic systems produce robust statistical patterns in key sate variables including prices
and incomes. Statistical equilibrium methods explain the distributional properties of state …

A maximum entropy model of bounded rational decision-making with prior beliefs and market feedback

BP Evans, M Prokopenko - Entropy, 2021 - mdpi.com
Bounded rationality is an important consideration stemming from the fact that agents often
have limits on their processing abilities, making the assumption of perfect rationality …

A Hierarchical Model for Complex Adaptive System: From Adaptive Agent to AI Society

D Zhou, X Xue, X Lu, Y Guo, P Ji, H Lv, W He… - ACM Transactions on …, 2024 - dl.acm.org
As complex adaptive system involves human and social factors (eg, changing demands,
competition and collaboration among agents), accurately modeling the complex features of …

Explaining herding and volatility in the cyclical price dynamics of urban housing markets using a large-scale agent-based model

KS Glavatskiy, M Prokopenko, A Carro… - SN Business & …, 2021 - Springer
Urban housing markets, along with markets of other assets, universally exhibit periods of
strong price increases followed by sharp corrections. The mechanisms generating such non …

Behavioural economics: What have we missed? Exploring 'classical'behavioural economics roots in AI, cognitive psychology and complexity theory

SJ Bickley, B Torgler - Handbook of Research Methods in …, 2023 - elgaronline.com
Behavioural economics (BE)'tries to explain (and ultimately, to apply these findings into
practice) why individuals frequently make [seemingly] irrational choices, and why and how …

Deep Learning Algorithm‐Based Financial Prediction Models

H Jia - Complexity, 2021 - Wiley Online Library
In this paper, a new FEPA portfolio forecasting model is based on the EMD decomposition
method. The model is based on the special empirical modal decomposition of financial time …

Complex network minority game model for the financial market modeling and simulation

L Chen - Complexity, 2020 - Wiley Online Library
This paper proposes a new financial market model based on the analysis of the minority
game model. The agent in this model forms a network through information sharing, and the …

[PDF][PDF] Maximum entropy economics: where do we stand?

E Scharfenaker, J Yang - The European Physical Journal Special Topics, 2020 - Springer
Economists have shown an increasing interest in statistical physics and information theory,
exploring how entropy concepts can provide useful insights for important economic …

Beyond Traditional Metrics: The Power of Value Entropy in Multidimensional Evaluation of the Service Ecosystem

X Yu, X Xue, D Zhou, L Fang… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
With the increasing prevalence of smart services in our daily lives, service ecosystems are
rapidly emerging across various domains, including E-commerce, cloud manufacturing, and …

Bridging complexity and behavioural economics: The constrained methods matrix

S Bickley - 2023 - eprints.qut.edu.au
This thesis develops the Constrained Methods Matrix (CMM), enriching the behavioural
economist's toolkit by facilitating the application of complex systems thinking in behavioural …