| 书目名称 | Natural Computing in Computational Finance |
| 编辑 | Anthony Brabazon (Head of Research),Michael O’Neil |
| 视频video | |
| 概述 | Reports recent research results on natural computation in computational economics and finance.Includes supplementary material: |
| 丛书名称 | Studies in Computational Intelligence |
| 图书封面 |  |
| 描述 | ..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 |
| 出版日期 | Book 2008 |
| 关键词 | agent-based model; agent-based modeling; algorithm; algorithms; differential evolution; evolution; evoluti |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-540-77477-8 |
| isbn_softcover | 978-3-642-09620-4 |
| isbn_ebook | 978-3-540-77477-8Series ISSN 1860-949X Series E-ISSN 1860-9503 |
| issn_series | 1860-949X |
| copyright | Springer-Verlag Berlin Heidelberg 2008 |
发表于 2025-3-21 18:57:52
