Linear and Mixed Integer Programming for Portfolio Optimization / EURO Advanced Tutorials on Operational Research (PDF)
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This book presents solutions to the general problem of single period portfolio optimization. It introduces different linear models, arising from different performance measures, and the mixed integer linear models resulting from the introduction of real features. Other linear models, such as models for portfolio rebalancing and index tracking, are also covered. The book discusses computational issues and provides a theoretical framework, including the concepts of risk-averse preferences, stochastic dominance and coherent risk measures. The material is presented in a style that requires no background in finance or in portfolio optimization; some experience in linear and mixed integer models, however, is required. The book is thoroughly didactic, supplementing the concepts with comments and illustrative examples.
Wlodzimierz Ogryczak is Professor of Optimization & Decision Support at the Institute of Control & Computation Engineering of Warsaw University of Technology, Poland. He received both his M.Sc. and Ph.D. in Mathematics from University of Warsaw, and D.Sc. in Computer Science from Polish Academy of Sciences. He has published in many international journals including European Journal of Operational Research, Annals of Operations Research, Mathematical Programming, SIAM Journal on Optimization, Computational Optimization and Applications, OMEGA The International Journal of Management Science, IMA Journal of Management
M. Grazia Speranza is Professor of Operations Research at the Department of Economics and Management of the University of Brescia, Italy. She is author of more than 150 scientific papers that appeared in international volumes and journals such as Operations Research, Management Science, Computers and Operations Research, Discrete Applied Mathematics, European Journal of Operational Research, INFORMS Journal on Computing, Journal of Banking & Finance, Transportation Science, Transportation Research. Her main scientific interests include branch-and-cut and branch-and-price algorithms for mixed integer linear programming problems, heuristics and metaheuristics , combinatorial optimization, worst-case and competitive analysis, applications of mixed integer linear models to finance and to transportation and logistics. She is Associated Editor of international journals such as 4OR, International Transactions of Operations Research, Transportation Science, EURO Journal on Transportation and Logistics. She has been invited speaker and member of the scientific committee of several international conferences. She was Vice-President of IFORS (International Federation of Operational Research Societies) in 2008-09, President of EURO (Association of European Operational Research Societies) in 2011-12, President of TSL (Transportation Science and Logistics Society of INFORMS) in 2014.
- Autoren: Renata Mansini , Wlodzimierz Ogryczak , M. Grazia Speranza
- 2015, 2015, 119 Seiten, Englisch
- Verlag: Springer-Verlag GmbH
- ISBN-10: 3319184822
- ISBN-13: 9783319184821
- Erscheinungsdatum: 10.06.2015
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- Größe: 2.92 MB
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