Intelligent Trading Systems: Applying Artificial Intelligence to Financial Markets (Paperback)
暫譯: 智能交易系統:將人工智慧應用於金融市場 (平裝本)
Ondrej Martinsky
- 出版商: Harriman House
- 出版日期: 2010-02-15
- 售價: $3,810
- 貴賓價: 9.5 折 $3,620
- 語言: 英文
- 頁數: 212
- 裝訂: Paperback
- ISBN: 1906659532
- ISBN-13: 9781906659530
-
相關分類:
程式交易 Trading、AI Coding
海外代購書籍(需單獨結帳)
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商品描述
This book deals with the issue of problematic market price prediction in the context of crowd behaviour affected by the psychology of the masses. It highlights the contrast between a phenomenon of mass psychology and the efficient market hypothesis, which is essentially based on a common economic theory. The basic assumption is that if there is a model of interaction between masses and agents participating in markets, then there also exist means for prediction of the whole market's behaviour, though nevertheless the behaviour of every single agent is not predictable. From a practical point of view, this book describes technical analysis methods used to predict price movements, and discusses a soft computing approach used in a composition of automated trading systems. This book brings alternative, soft computing computational models to trading strategies and innovatively combines two different areas of science - artificial intelligence and technical analysis. One of the main benefits of this book is a demonstration that the soft computing approach in a combination with the 'soft' social sciences accounts more reliable results than the conventional mathematical models. This book is for anyone interested in trading, financial markets and security exchanges, as well as for those who have theoretical or practical knowledge from the fields of artificial intelligence and soft computing, and want to know how these topics can be applied in financial markets.
商品描述(中文翻譯)
本書探討了在群眾行為受大眾心理影響的背景下,市場價格預測的問題。它突顯了大眾心理現象與有效市場假說之間的對比,後者基本上是基於一種共同的經濟理論。基本假設是,如果存在一種群眾與參與市場的代理人之間的互動模型,那麼也就存在預測整個市場行為的手段,儘管每個單獨代理人的行為仍然是不可預測的。從實際的角度來看,本書描述了用於預測價格變動的技術分析方法,並討論了一種在自動交易系統組合中使用的軟計算方法。本書將替代的軟計算計算模型引入交易策略,並創新性地結合了人工智慧與技術分析這兩個不同的科學領域。本書的一個主要優點是展示了軟計算方法與“軟”社會科學相結合所產生的結果比傳統數學模型更可靠。本書適合任何對交易、金融市場和證券交易所感興趣的人,以及那些擁有人工智慧和軟計算領域的理論或實踐知識,並希望了解這些主題如何應用於金融市場的人士。
