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gupta pankaj; mehlawat mukesh kumar; inuiguchi masahiro; chandra suresh - fuzzy portfolio optimization

Fuzzy Portfolio Optimization Advances in Hybrid Multi-criteria Methodologies

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 09/2016
Edizione: Softcover reprint of the original 1st ed. 2014





Trama

This monograph presents a comprehensive study of portfolio optimization, an important area of quantitative finance. Considering that the information available in financial markets is incomplete and that the markets are affected by vagueness and ambiguity, the monograph deals with fuzzy portfolio optimization models. At first, the book makes the reader familiar with basic concepts, including the classical mean–variance portfolio analysis. Then, it introduces advanced optimization techniques and applies them for the development of various multi-criteria portfolio optimization models in an uncertain environment. The models are developed considering both the financial and non-financial criteria of investment decision making, and the inputs from the investment experts. The utility of these models in practice is then demonstrated using numerical illustrations based on real-world data, which were collected from one of the premier stock exchanges in India. The book addresses both academics and professionals pursuing advanced research and/or engaged in practical issues in the rapidly evolving field of portfolio optimization.

 





Sommario

Portfolio optimization: an overview.- Portfolio optimization with interval coefficients.- Portfolio optimization in fuzzy environment.- Possibilistic programming approaches to portfolio optimization.- Portfolio optimization using credibility theory.- Multi-criteria fuzzy portfolio optimization.- Suitability considerations in multi-criteria fuzzy portfolio optimization-I.- Suitability considerations in multi-criteria fuzzy portfolio optimization-II.- Ethicality considerations in multi-criteria fuzzy portfolio optimization.- Multi-criteria portfolio optimization using support vector machines and genetic algorithms.










Altre Informazioni

ISBN:

9783662508565

Condizione: Nuovo
Collana: Studies in Fuzziness and Soft Computing
Dimensioni: 235 x 155 mm
Formato: Brossura
Illustration Notes:XVI, 320 p. 56 illus., 2 illus. in color.
Pagine Arabe: 320
Pagine Romane: xvi


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