New Insights Into Optimal Control of Nonlinear Dynamic Econometric Models: Application of a Heuristic Approach
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- 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.
References listed on IDEAS
- Alex Cukierman, 2002.
"Are contemporary central banks transparent about economic models and objectives and what difference does it make?,"
Review, Federal Reserve Bank of St. Louis, vol. 84(Jul), pages 15-36.
- Cukierman, Alex, 2001. "Are Contemporary Central Banks Transparent about Economic Models and Objectives and What Difference Does it Make?," Discussion Paper Series 1: Economic Studies 2001,05, Deutsche Bundesbank.
- Friedman, Benjamin Morton, 1972. "Optimal Economic Stabilization Policy: An Extended Framework," Scholarly Articles 4554308, Harvard University Department of Economics.
- Friedman, Benjamin M, 1972. "Optimal Economic Stabilization Policy: An Extended Framework," Journal of Political Economy, University of Chicago Press, vol. 80(5), pages 1002-1022, Sept.-Oct.
- Lyra, M. & Paha, J. & Paterlini, S. & Winker, P., 2010.
"Optimization heuristics for determining internal rating grading scales,"
Computational Statistics & Data Analysis, Elsevier, vol. 54(11), pages 2693-2706, November.
- Marianna Lyra & Johannes Paha & Sandra Paterlini & Peter Winker, 2008. "Optimization Heuristics for Determining Internal Rating Grading Scales," Working Papers 005, COMISEF.
- Marianna Lyra & Johannes Paha & Sandra Paterlini & Peter Winker, 2009. "Optimization Heuristics for Determining Internal Rating Grading Scales," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0015, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
- Marianna Lyra & Johannes Paha & Sandra Paterlini & Peter Winker, 2008. "Optimization Heuristics for Determining Internal Rating Grading Scales," Center for Economic Research (RECent) 023, University of Modena and Reggio E., Dept. of Economics "Marco Biagi".
- 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.
- Neck, Reinhard, 1984. "Stochastic control theory and operational research," European Journal of Operational Research, Elsevier, vol. 17(3), pages 283-301, September.
- Chen, Baoline & Zadrozny, Peter A., 2009. "Multi-step perturbation solution of nonlinear differentiable equations applied to an econometric analysis of productivity," Computational Statistics & Data Analysis, Elsevier, vol. 53(6), pages 2061-2074, April.
- Ivan Savin & Peter Winker, 2012.
"Heuristic Optimization Methods for Dynamic Panel Data Model Selection: Application on the Russian Innovative Performance,"
Computational Economics, Springer;Society for Computational Economics, vol. 39(4), pages 337-363, April.
- Ivan Savin & Peter Winker, 2010. "Heuristic Optimization Methods for Dynamic Panel Data Model Selection. Application on the Russian Innovative Performance," Working Papers 027, COMISEF.
- Peter Winker & Marianna Lyra & Chris Sharpe, 2011.
"Least median of squares estimation by optimization heuristics with an application to the CAPM and a multi-factor model,"
Computational Management Science, Springer, vol. 8(1), pages 103-123, April.
- Peter Winker & Marianna Lyra & Chris Sharpe, 2008. "Least Median of Squares Estimation by Optimization Heuristics with an Application to the CAPM and Multi Factor Models," Working Papers 006, COMISEF.
- Reinhard Neck & Dmitri Blueschke & Klaus Weyerstrass, 2011. "Optimal macroeconomic policies in a financial and economic crisis: a case study for Slovenia," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 38(3), pages 435-459, July.
- A. Robert Nobay & David A. Peel, 2003. "Optimal Discretionary Monetary Policy in a Model of Asymmetric Central Bank Preferences," Economic Journal, Royal Economic Society, vol. 113(489), pages 657-665, July.
- Dietmar Maringer, 2008. "Risk Preferences and Loss Aversion in Portfolio Optimization," Springer Books, in: Erricos J. Kontoghiorghes & Berç Rustem & Peter Winker (ed.), Computational Methods in Financial Engineering, pages 27-45, Springer.
- Erricos J. Kontoghiorghes & Berç Rustem & Peter Winker (ed.), 2008. "Computational Methods in Financial Engineering," Springer Books, Springer, number 978-3-540-77958-2, April.
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Cited by:
- Savin, Ivan & Egbetokun, Abiodun, 2016.
"Emergence of innovation networks from R&D cooperation with endogenous absorptive capacity,"
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- Ivan Savin & Abiodun Egbetokun, 2013. "Emergence of Innovation Networks from R&D Cooperation with Endogenous Absorptive Capacity," Jena Economics Research Papers 2013-022, Friedrich-Schiller-University Jena.
- Ivan Savin & Abiodun Egbetokun, 2016. "Emergence of innovation networks from R&D cooperation with endogenous absorptive capacity," Post-Print hal-01725400, HAL.
- Ivan Savin & Abiodun Egbetokun, 2013. "Emergence of Innovation Networks from R&D Cooperation with Endogenous Absorptive Capacity," Working Papers CEB 13-022, ULB -- Universite Libre de Bruxelles.
- D. Blueschke & I. Savin & V. Blueschke-Nikolaeva, 2020. "An Evolutionary Approach to Passive Learning in Optimal Control Problems," Computational Economics, Springer;Society for Computational Economics, vol. 56(3), pages 659-673, October.
- Abiodun Egbetokun & Ivan Savin, 2015.
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Economic Complexity and Evolution, in: Andreas Pyka & John Foster (ed.), The Evolution of Economic and Innovation Systems, edition 127, pages 373-399,
Springer.
- Abiodun Egbetokun & Ivan Savin, 2014. "Absorptive capacity and innovation: when is it better to cooperate?," Journal of Evolutionary Economics, Springer, vol. 24(2), pages 399-420, April.
- Abiodun Egbetokun & Ivan Savin, 2012. "Absorptive Capacity and Innovation: When Is It Better to Cooperate?," Jena Economics Research Papers 2012-056, Friedrich-Schiller-University Jena.
- Herrmann, J.K. & Savin, I., 2017.
"Optimal policy identification: Insights from the German electricity market,"
Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 71-90.
- Johannes Herrmann & Ivan Savin, 2016. "Optimal Policy Identification: Insights from the German Electricity Market," Working Papers of BETA 2016-16, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
- Herrmann, Johannes Karl & Savin, Ivan, 2016. "Optimal policy identification: Insights from the German electricity market," Working Paper Series in Economics 87, Karlsruhe Institute of Technology (KIT), Department of Economics and Management.
- Johannes Karl Herrmann & Ivan Savin, 2016. "Optimal Policy Identification: Insights from the German Electricity Market," Jena Economics Research Papers 2016-004, Friedrich-Schiller-University Jena.
- Dmitri Blueschke & Ivan Savin, 2015. "No such thing like perfect hammer: comparing different objective function specifications for optimal control," Jena Economics Research Papers 2015-005, Friedrich-Schiller-University Jena.
- 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.
- Ivan Savin & Dmitri Blueschke, 2013. "Solving nonlinear stochastic optimal control problems using evolutionary heuristic optimization," Jena Economics Research Papers 2013-051, Friedrich-Schiller-University Jena.
- Maurizio Bovi & Roy Cerqueti, 2016. "Forecasting macroeconomic fundamentals in economic crises," Annals of Operations Research, Springer, vol. 247(2), pages 451-469, December.
- 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.
- Herrmann, Johannes & Savin, Ivan, 2015. "Evolution of the electricity market in Germany: Identifying policy implications by an agent-based model," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112959, Verein für Socialpolitik / German Economic Association.
- Dimitri Blueschke & Viktoria Blüschke-Nikolaeva & Ivan Savin, 2015. "Slow and steady wins the race: approximating Nash equilibria in nonlinear quadratic tracking games," Jena Economics Research Papers 2015-011, Friedrich-Schiller-University Jena.
- Sana Ben Abdallah & Dhafer Saidane & Mihaly Petreczky, 2023. "Application of Robust Control for CSR Formalization and Stakeholders Interest," Computational Economics, Springer;Society for Computational Economics, vol. 62(3), pages 891-934, October.
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More about this item
Keywords
Differential evolution; dynamic programming; nonlinear optimization; optimal control;All these keywords.
JEL classification:
- C54 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Quantitative Policy Modeling
- C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
- E27 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Forecasting and Simulation: Models and Applications
- E61 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Policy Objectives; Policy Designs and Consistency; Policy Coordination
- E62 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Fiscal Policy; Modern Monetary Theory
NEP fields
This paper has been announced in the following NEP Reports:- NEP-CMP-2012-03-21 (Computational Economics)
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