Computational Intelligence Paradigms in Economic and Financial Decision Making (Intelligent Systems Reference Library)
暫譯: 經濟與金融決策中的計算智慧範式(智能系統參考文獻庫)
Marina Resta
- 出版商: Springer
- 出版日期: 2015-10-23
- 售價: $3,970
- 貴賓價: 9.5 折 $3,772
- 語言: 英文
- 頁數: 172
- 裝訂: Hardcover
- ISBN: 331921439X
- ISBN-13: 9783319214399
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商品描述
The book focuses on a set of cutting-edge research techniques, highlighting the potential of soft computing tools in the analysis of economic and financial phenomena and in providing support for the decision-making process. In the first part the textbook presents a comprehensive and self-contained introduction to the field of self-organizing maps, elastic maps and social network analysis tools and provides necessary background material on the topic, including a discussion of more recent developments in the field. In the second part the focus is on practical applications, with particular attention paid to budgeting problems, market simulations, and decision-making processes, and on how such problems can be effectively managed by developing proper methods to automatically detect certain patterns. The book offers a valuable resource for both students and practitioners with an introductory-level college math background.
商品描述(中文翻譯)
本書專注於一系列尖端研究技術,強調軟計算工具在經濟和金融現象分析中的潛力,以及在決策過程中提供支持的能力。在第一部分,教科書提供了自組織映射(self-organizing maps)、彈性映射(elastic maps)和社交網絡分析工具的全面且獨立的介紹,並提供了該主題所需的背景資料,包括對該領域最近發展的討論。在第二部分,重點放在實際應用上,特別關注預算問題、市場模擬和決策過程,以及如何通過開發適當的方法自動檢測某些模式來有效管理這些問題。本書為具有大學數學基礎的學生和從業者提供了寶貴的資源。