Artificial Intelligence in Economics and Finance Theories
暫譯: 經濟學與金融理論中的人工智慧
Moloi, Tankiso, Marwala, Tshilidzi
- 出版商: Springer
- 出版日期: 2020-05-08
- 售價: $6,600
- 貴賓價: 9.5 折 $6,270
- 語言: 英文
- 頁數: 125
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 303042961X
- ISBN-13: 9783030429614
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相關分類:
人工智慧、經濟學 Economy
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相關主題
商品描述
As Artificial Intelligence (AI) seizes all aspects of human life, there is a fundamental shift in the way in which humans are thinking of and doing things. Ordinarily, humans have relied on economics and finance theories to make sense of, and predict concepts such as comparative advantage, long run economic growth, lack or distortion of information and failures, role of labour as a factor of production and the decision making process for the purpose of allocating resources among other theories. Of interest though is that literature has not attempted to utilize these advances in technology in order to modernize economic and finance theories that are fundamental in the decision making process for the purpose of allocating scarce resources among other things. With the simulated intelligence in machines, which allows machines to act like humans and to some extent even anticipate events better than humans, thanks to their ability to handle massive data sets, this book will use artificial intelligence to explain what these economic and finance theories mean in the context of the agent wanting to make a decision.
The main feature of finance and economic theories is that they try to eliminate the effects of uncertainties by attempting to bring the future to the present. The fundamentals of this statement is deeply rooted in risk and risk management. In behavioural sciences, economics as a discipline has always provided a well-established foundation for understanding uncertainties and what this means for decision making. Finance and economics have done this through different models which attempt to predict the future. On its part, risk management attempts to hedge or mitigate these uncertainties in order for "the planner" to reach the favourable outcome. This book focuses on how AI is to redefine certain important economic and financial theories that are specifically used for the purpose of eliminating uncertainties so as to allow agents to make informed decisions. In effect, certain aspects of finance and economic theories cannot be understood in their entirety without the incorporation of AI.
商品描述(中文翻譯)
隨著人工智慧(AI)佔據人類生活的各個方面,人類思考和行動的方式發生了根本性的變化。通常,人類依賴經濟學和金融理論來理解和預測如比較優勢、長期經濟增長、資訊的缺乏或扭曲及失敗、勞動作為生產要素的角色,以及資源配置的決策過程等概念。然而,值得注意的是,文獻並未嘗試利用這些技術進步來現代化經濟和金融理論,這些理論在資源稀缺的情況下的決策過程中是根本性的。隨著機器中模擬智慧的出現,這使得機器能夠像人類一樣行動,並在某種程度上甚至比人類更好地預測事件,這得益於它們處理大量數據集的能力,本書將利用人工智慧來解釋這些經濟和金融理論在代理人做出決策時的意義。
金融和經濟理論的主要特徵在於它們試圖通過將未來帶入現在來消除不確定性的影響。這一陳述的基本原理深深根植於風險和風險管理中。在行為科學中,經濟學作為一門學科,始終為理解不確定性及其對決策的意義提供了良好的基礎。金融和經濟學通過不同的模型來預測未來。風險管理則試圖對這些不確定性進行對沖或減輕,以便「規劃者」能夠達成有利的結果。本書專注於人工智慧如何重新定義某些重要的經濟和金融理論,這些理論特別用於消除不確定性,以便使代理人能夠做出明智的決策。實際上,某些金融和經濟理論的某些方面在未納入人工智慧的情況下無法完全理解。