Practical applications of evolutionary computation to financial engineering : robust techniques for forecasting, trading and hedging
Practical Applications of Evolutionary Computation to Financial Engineering presents the state of the art techniques in Financial Engineering using recent results in Machine Learning and Evolutionary Computation. This book bridges the gap between academics in computer science and traders and explain...
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| Auteurs principaux: | , |
|---|---|
| 格式: | Livre numérique |
| 語言: | Anglais |
| 出版: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| 版: | 2012. |
| 叢編: | Adaptation, Learning, and Optimization
11 |
| 在線閱讀: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| 提示: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Practical Applications of Evolutionary Computation to Financial Engineering, Texte imprimé, 9783642276477 • Practical Applications of Evolutionary Computation to Financial Engineering, Texte imprimé, 9783642276477 • Practical Applications of Evolutionary Computation to Financial Engineering, Texte imprimé, 9783642276491 • Practical Applications of Evolutionary Computation to Financial Engineering, Texte imprimé, 9783662520222 |
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| 100 | 1 | |a Iba, Hitoshi, |d 19..- | |
| 245 | 1 | 0 | |a Practical applications of evolutionary computation to financial engineering : |b robust techniques for forecasting, trading and hedging |c by Hitoshi Iba, Claus C. Aranha. |
| 250 | |a 2012. | ||
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Adaptation, Learning, and Optimization |v 11 |x 1867-4542 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 1 | |a Introduction to Genetic Algorithms Advanced topics in Evolutionary Computation Financial Engineering Predicting Financial Data Trend Analysis Trading Rule Generation for Foreign Exchange (FX) Portfolio Optimization | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a Practical Applications of Evolutionary Computation to Financial Engineering presents the state of the art techniques in Financial Engineering using recent results in Machine Learning and Evolutionary Computation. This book bridges the gap between academics in computer science and traders and explains the basic ideas of the proposed systems and the financial problems in ways that can be understood by readers without previous knowledge on either of the fields. To cement the ideas discussed in the book, software packages are offered that implement the systems described within. The book is structured so that each chapter can be read independently from the others. Chapters 1 and 2 describe evolutionary computation. The third chapter is an introduction to financial engineering problems for readers who are unfamiliar with this area. The following chapters each deal, in turn, with a different problem in the financial engineering field describing each problem in detail and focusing on solutions based on evolutionary computation. Finally, the two appendixes describe software packages that implement the solutions discussed in this book, including installation manuals and parameter explanations | ||
| 700 | 1 | |a Aranha, Claus C., |d 19..- |4 aut | |
| 776 | 0 | |t Practical Applications of Evolutionary Computation to Financial Engineering |b Texte imprimé |z 9783642276477 | |
| 776 | 0 | |t Practical Applications of Evolutionary Computation to Financial Engineering |b Texte imprimé |z 9783642276477 | |
| 776 | 0 | |t Practical Applications of Evolutionary Computation to Financial Engineering |b Texte imprimé |z 9783642276491 | |
| 776 | 0 | |t Practical Applications of Evolutionary Computation to Financial Engineering |b Texte imprimé |z 9783662520222 | |
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