An Evolutionary Approach to Passive Learning in Optimal Control Problems
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DOI: 10.1007/s10614-019-09961-4
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- Tucci, Marco P. & Kendrick, David A. & Amman, Hans M., 2010.
"The parameter set in an adaptive control Monte Carlo experiment: Some considerations,"
Journal of Economic Dynamics and Control, Elsevier, vol. 34(9), pages 1531-1549, September.
- Marco P. Tucci & David A. Kendrick & Hans M. Amman, 2007. "The Parameter Set in an Adaptive Control Monte Carlo Experiment: Some Considerations," Department of Economics University of Siena 507, Department of Economics, University of Siena.
- Marco P. Tucci & David A. Kendrick & Hans M. Amman, 2010. "The parameter set in an adaptive control Monte Carlo experiment: Some considerations," Post-Print hal-00732676, HAL.
- Amman, Hans M. & Kendrick, David A., 2003.
"Mitigation of the Lucas critique with stochastic control methods,"
Journal of Economic Dynamics and Control, Elsevier, vol. 27(11), pages 2035-2057.
- Amman, Hans M. & Kendrick, David A., 2003. "Mitigation of the Lucas critique with stochastic control methods," Journal of Economic Dynamics and Control, Elsevier, vol. 27(11-12), pages 2035-2057, September.
- Hans Amman & David Kendrick, 2000. "Mitigation Of The Lucas Critique With Stochastic Control Methods," Computing in Economics and Finance 2000 182, Society for Computational Economics.
- Manfred Gilli & Enrico Schumann, 2009. "Optimal enough?," Working Papers 010, COMISEF.
- Blueschke-Nikolaeva, V. & Blueschke, D. & Neck, R., 2012.
"Optimal control of nonlinear dynamic econometric models: An algorithm and an application,"
Computational Statistics & Data Analysis, Elsevier, vol. 56(11), pages 3230-3240.
- Viktoria Blüschke-Nikolaeva & Dmitri Blüschke & Reinhard Neck, 2010. "Optimal Control of Nonlinear Dynamic Econometric Models: An Algorithm and an Application," Working Papers 032, COMISEF.
- Hans M. Amman & Marco Paolo Tucci, 2018. "How active is active learning: value function method vs an approximation method," Department of Economics University of Siena 788, Department of Economics, University of Siena.
- Ilzetzki, Ethan & Mendoza, Enrique G. & Végh, Carlos A., 2013.
"How big (small?) are fiscal multipliers?,"
Journal of Monetary Economics, Elsevier, vol. 60(2), pages 239-254.
- Ethan Ilzetzki & Enrique G. Mendoza & Carlos A. Végh, 2010. "How Big (Small?) are Fiscal Multipliers?," CEP Discussion Papers dp1016, Centre for Economic Performance, LSE.
- Ethan Ilzetzki & Enrique G. Mendoza & Carlos A. Végh Gramont, 2011. "How Big (Small?) are Fiscal Multipliers?," IMF Working Papers 2011/052, International Monetary Fund.
- Ethan Ilzetzki & Enrique G. Mendoza & Carlos A. Végh, 2010. "How Big (Small?) are Fiscal Multipliers?," NBER Working Papers 16479, National Bureau of Economic Research, Inc.
- Beck, Gunter W. & Wieland, Volker, 2002. "Learning and control in a changing economic environment," Journal of Economic Dynamics and Control, Elsevier, vol. 26(9-10), pages 1359-1377, August.
- Dimitri Blueschke & Viktoria Blüschke-Nikolaeva & Ivan Savin, 2015. "Slow and steady wins the race: approximating Nash equilibria in nonlinear quadratic tracking games," Jena Economic Research Papers 2015-011, Friedrich-Schiller-University Jena.
- David Kendrick & Hans Amman, 2006.
"A Classification System for Economic Stochastic Control Models,"
Computational Economics, Springer;Society for Computational Economics, vol. 27(4), pages 453-481, June.
- Hans M. Amman & David A. Kendrick, 2003. "A Classification System for Economic Stochastic Control Models," Computing in Economics and Finance 2003 114, Society for Computational Economics.
- Savin Ivan, 2013.
"A Comparative Study of the Lasso-type and Heuristic Model Selection Methods,"
Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 233(4), pages 526-549, August.
- Ivan Savin, 2010. "A comparative study of the Lasso-type and heuristic model selection methods," Working Papers 042, COMISEF.
- Ivan Savin & Dmitri Blueschke, 2016. "Lost in Translation: Explicitly Solving Nonlinear Stochastic Optimal Control Problems Using the Median Objective Value," Computational Economics, Springer;Society for Computational Economics, vol. 48(2), pages 317-338, August.
- Blueschke, D. & Blueschke-Nikolaeva, V. & Savin, I., 2013.
"New insights into optimal control of nonlinear dynamic econometric models: Application of a heuristic approach,"
Journal of Economic Dynamics and Control, Elsevier, vol. 37(4), pages 821-837.
- D. Blueschke & V. Blueschke-Nikolaeva & Ivan Savin, 2012. "New Insights Into Optimal Control of Nonlinear Dynamic Econometric Models: Application of a Heuristic Approach," Jena Economic Research Papers 2012-008, Friedrich-Schiller-University Jena.
- Emi Nakamura & J?n Steinsson, 2014.
"Fiscal Stimulus in a Monetary Union: Evidence from US Regions,"
American Economic Review, American Economic Association, vol. 104(3), pages 753-792, March.
- Emi Nakamura & Jón Steinsson, 2011. "Fiscal Stimulus in a Monetary Union: Evidence from U.S. Regions," NBER Working Papers 17391, National Bureau of Economic Research, Inc.
- D. Blueschke & I. Savin, 2017. "No such thing as a perfect hammer: comparing different objective function specifications for optimal control," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 25(2), pages 377-392, June.
- D. Blueschke & V. Blueschke-Nikolaeva & R. Neck, 2013. "Stochastic Control of Linear and Nonlinear Econometric Models: Some Computational Aspects," Computational Economics, Springer;Society for Computational Economics, vol. 42(1), pages 107-118, June.
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Cited by:
- V. Blueschke-Nikolaeva & D. Blueschke & R. Neck, 2020. "OPTCON3: An Active Learning Control Algorithm for Nonlinear Quadratic Stochastic Problems," Computational Economics, Springer;Society for Computational Economics, vol. 56(1), pages 145-162, June.
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Keywords
Optimal control; Stochastic problems; Differential Evolution; Passive learning;All these keywords.
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