A novel initialization of PSO for costly portfolio selection problems
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- Schaerf, Andrea, 2002. "Local Search Techniques for Constrained Portfolio Selection Problems," Computational Economics, Springer;Society for Computational Economics, vol. 20(3), pages 177-190, December.
- Marco Corazza & Giovanni Fasano & Riccardo Gusso, 2011. "Particle Swarm Optimization with non-smooth penalty reformulation for a complex portfolio selection problem," Working Papers 2011_10, Department of Economics, University of Venice "Ca' Foscari".
- Emilio Fortunato Campana & Giovanni Fasano & Daniele Peri, 2012. "Penalty function approaches for ship multidisciplinary design optimisation (MDO)," European Journal of Industrial Engineering, Inderscience Enterprises Ltd, vol. 6(6), pages 765-784.
- Chen, Zhiping & Wang, Yi, 2008. "Two-sided coherent risk measures and their application in realistic portfolio optimization," Journal of Banking & Finance, Elsevier, vol. 32(12), pages 2667-2673, December.
- E.F. Campana & Matteo Diez & Giovanni Fasano & Daniele Peri, 2013. "Initial particles position for PSO, in Bound Constrained Optimization," Working Papers 6, Venice School of Management - Department of Management, Università Ca' Foscari Venezia.
- Renato Leone & Giovanni Fasano & Massimo Roma & Yaroslav D. Sergeyev, 2020. "Iterative Grossone-Based Computation of Negative Curvature Directions in Large-Scale Optimization," Journal of Optimization Theory and Applications, Springer, vol. 186(2), pages 554-589, August.
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Cited by:
- Marco Corazza & Giovanni Fasano & Stefania Funari & Riccardo Gusso, 2021. "MURAME parameter setting for creditworthiness evaluation: data-driven optimization," Decisions in Economics and Finance, Springer;Associazione per la Matematica, vol. 44(1), pages 295-339, June.
- Marco Corazza & Giovanni Fasano & Stefania Funari & Riccardo Gusso, 2017. "PSO-based tuning of MURAME parameters for creditworthiness evaluation of Italian SMEs," Working Papers 04, Venice School of Management - Department of Management, Università Ca' Foscari Venezia.
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More about this item
Keywords
Deterministic PSO; Global Optimization; Portfolio Selection Problems; Exact Penalty functions.;All these keywords.
JEL classification:
- G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
- C44 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Operations Research; Statistical Decision Theory
- C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
NEP fields
This paper has been announced in the following NEP Reports:- NEP-CMP-2015-08-30 (Computational Economics)
- NEP-GER-2015-08-30 (German Papers)
- NEP-ORE-2015-08-30 (Operations Research)
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