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Individual expectations and aggregate behavior in learning to forecast experiments
Hommes, Cars (contributor); Lux, Thomas (contributor) - 2008
Models with heterogeneous interacting agents explain macro phenomena through interactions at the micro level. We propose genetic algorithms as a model for individual expectations to explain aggregate market phenomena. The model explains all stylized facts observed in aggregate price fluctuations...
Persistent link: https://www.econbiz.de/10003777257
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Individual expectations and aggregate behavior in learning-to-forecast experiments
Hommes, Cars H.; Lux, Thomas - In: Macroeconomic dynamics 17 (2013) 2, pp. 373-401
Persistent link: https://www.econbiz.de/10009754577
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Individual expectations and aggregate macro behavior
Assenza, Tiziana; Heemeijer, Peter; Hommes, Cars H.; … - 2013
Persistent link: https://www.econbiz.de/10010191431
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Individual expectations and aggregate macro behavior
Assenza, Tiziana; Heemeijer, Peter; Hommes, Cars H.; … - 2011
Persistent link: https://www.econbiz.de/10009151760
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Forecasting short-term oil price with a generalised pattern matching model based on empirical genetic algorithm
Zhao, Lu-Tao; Zeng, Guan-Rong; He, Ling-yun; Meng, Ya - In: Computational economics 55 (2020) 4, pp. 1151-1169
Persistent link: https://www.econbiz.de/10012223706
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Genetic algorithm learning in a New Keynesian macroeconomic setup
Hommes, Cars H.; Makarewicz, Tomasz; Massaro, Domenico; … - In: Journal of evolutionary economics : JEE 27 (2017) 5, pp. 1133-1155
Persistent link: https://www.econbiz.de/10011895220
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Portfolio optimization through hybrid deep learning and genetic algorithms vine Copula-GARCH-EVT-CVaR model
Bedoui, Rihab; Benkraiem, Ramzi; Guesmi, Khaled; … - In: Technological forecasting & social change : an … 197 (2023), pp. 1-13
Persistent link: https://www.econbiz.de/10014468847
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Learning to forecast : genetic algorithms and experiments
Makarewicz, Tomasz Aleksander - 2014
Persistent link: https://www.econbiz.de/10010423048
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Multi-objective optimisation of tool indexing problem : a mathematical model and a modified genetic algorithm
Amouzgar, Kaveh; Nourmohammadi, Amir; Ng, Amos H. C. - In: International journal of production research 59 (2021) 12, pp. 3572-3590
Persistent link: https://www.econbiz.de/10012589235
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Portfolio management with robustness in both prediction and decision : a mixture model based learning approach
Zhu, Shushang; Fan, Minjie; Li, Duan - In: Journal of economic dynamics & control 48 (2014), pp. 1-25
Persistent link: https://www.econbiz.de/10010485842