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Multiobjective Genetic Programming Can Improve the Explanatory Capabilities of Mechanism-Based Models of Social Systems

The generative approach to social science, in which agent-based simulations (or other complex systems models) are executed to reproduce a known social phenomenon, is an important tool for realist explanation. However, a generative model, when suitably calibrated and validated using empirical data, r...

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Bibliographic Details
Published in:Complexity
Main Authors: Vu, Tuong M., Buckley, Charlotte, Bai, Hao, Nielsen, Alexandra, Probst, Charlotte, Brennan, Alan, Shuper, Paul, Strong, Mark, Purshouse, Robin C.
Format: Artigo
Language:Inglês
Published: 2020
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7743914/
https://ncbi.nlm.nih.gov/pubmed/33335382
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2020/8923197
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