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Natural Computing in Computational Finance - Michael O'Neill
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Natural Computing in Computational Finance - Taschenbuch

2010, ISBN: 3642096204

[EAN: 9783642096204], Neubuch, [SC: 0.0], [PU: Springer Berlin Heidelberg], AGENT-BASEDMODEL; AGENT-BASEDMODELING; ALGORITHM; ALGORITHMS; DIFFERENTIALEVOLUTION; EVOLUTION; EVOLUTIONARYALG… Mehr…

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Herausgegeben:Brabazon, Anthony; O'Neill, Michael:

Natural Computing in Computational Finance - Taschenbuch

2010, ISBN: 9783642096204

[ED: Softcover], [PU: Springer / Springer Berlin Heidelberg / Springer, Berlin], Natural Computing in Computational Finance is a innovative volume containing fifteen chapters which illust… Mehr…

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Herausgegeben von Brabazon, Anthony O'Neill, Michael:
Natural Computing in Computational Finance - Taschenbuch

2010

ISBN: 9783642096204

[ED: Softcover], [PU: Springer, Berlin], Natural Computing in Computational Finance is a innovative volume containing fifteen chapters which illustrate cutting-edge applications of natura… Mehr…

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Natural Computing in Computational Finance - Anthony Brabazon; Michael O'Neill
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Anthony Brabazon; Michael O'Neill:
Natural Computing in Computational Finance - Taschenbuch

ISBN: 9783642096204

Natural Computing in Computational Finance is a innovative volume containing fifteen chapters which illustrate cutting-edge applications of natural computing or agent-based modeling in mo… Mehr…

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ISBN: 9783642096204

Natural Computing in Computational Finance is a innovative volume containing fifteen chapters which illustrate cutting-edge applications of natural computing or agent-based modeling in mo… Mehr…

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Details zum Buch
Natural Computing in Computational Finance

Natural Computing in Computational Finance is a innovative volume containing fifteen chapters which illustrate cutting-edge applications of natural computing or agent-based modeling in modern computational finance. Following an introductory chapter the book is organized into three sections. The first section deals with optimization applications of natural computing demonstrating the application of a broad range of algorithms including, genetic algorithms, differential evolution, evolution strategies, quantum-inspired evolutionary algorithms and bacterial foraging algorithms to multiple financial applications including portfolio optimization, fund allocation and asset pricing. The second section explores the use of natural computing methodologies such as genetic programming, neural network hybrids and fuzzy-evolutionary hybrids for model induction in order to construct market trading, credit scoring and market prediction systems. The final section illustrates a range of agent-based applications including the modeling of payment card and financial markets. Each chapter provides an introduction to the relevant natural computing methodology as well as providing a clear description of the financial application addressed.The book was written to be accessible to a wide audience and should be of interest to practitioners, academics and students, in the fields of both natural computing and finance.

Detailangaben zum Buch - Natural Computing in Computational Finance


EAN (ISBN-13): 9783642096204
ISBN (ISBN-10): 3642096204
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2010
Herausgeber: Springer-Verlag GmbH
316 Seiten
Gewicht: 0,480 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 2011-03-11T05:39:28+01:00 (Vienna)
Detailseite zuletzt geändert am 2024-02-23T23:59:49+01:00 (Vienna)
ISBN/EAN: 9783642096204

ISBN - alternative Schreibweisen:
3-642-09620-4, 978-3-642-09620-4
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: michael neill, michael anthony


Daten vom Verlag:

Autor/in: Anthony Brabazon; Michael O'Neill
Titel: Studies in Computational Intelligence; Natural Computing in Computational Finance
Verlag: Springer; Springer Berlin
303 Seiten
Erscheinungsjahr: 2010-10-28
Berlin; Heidelberg; DE
Gedruckt / Hergestellt in Niederlande.
Sprache: Englisch
160,49 € (DE)
164,99 € (AT)
177,00 CHF (CH)
POD
X, 303 p.

BC; Hardcover, Softcover / Technik/Allgemeines, Lexika; Mathematik für Ingenieure; Verstehen; agent-based model; agent-based modeling; algorithm; algorithms; differential evolution; evolution; evolutionary algorithm; fuzzy; genetic programming; model; modeling; natural computing; network; optimization; programming; Mathematical and Computational Engineering Applications; Artificial Intelligence; Economics; Künstliche Intelligenz; Wirtschaftswissenschaft; BB

Optimisation.- Natural Computing in Computational Finance: An Introduction.- Constrained Index Tracking under Loss Aversion Using Differential Evolution.- An Evolutionary Approach to Asset Allocation in Defined Contribution Pension Schemes.- Evolutionary Strategies for Building Risk-Optimal Portfolios.- Evolutionary Stochastic Portfolio Optimization.- Non-linear Principal Component Analysis of the Implied Volatility Smile using a Quantum-inspired Evolutionary Algorithm.- Estimation of an EGARCH Volatility Option Pricing Model using a Bacteria Foraging Optimisation Algorithm.- Model Induction.- Fuzzy-Evolutionary Modeling for Single-Position Day Trading.- Strong Typing, Variable Reduction and Bloat Control for Solving the Bankruptcy Prediction Problem Using Genetic Programming.- Using Kalman-filtered Radial Basis Function Networks for Index Arbitrage in the Financial Markets.- On Predictability and Profitability: Would GP Induced Trading Rules be Sensitive to the Observed Entropy of Time Series?.- Hybrid Neural Systems in Exchange Rate Prediction.- Agent-based Modelling.- Evolutionary Learning of the Optimal Pricing Strategy in an Artificial Payment Card Market.- Can Trend Followers Survive in the Long-Run% Insights from Agent-Based Modeling.- Co-Evolutionary Multi-Agent System for Portfolio Optimization.
Reports recent research results on natural computation in computational economics and finance Includes supplementary material: sn.pub/extras

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