Decision-Making Models: A Perspective of Fuzzy Logic and Machine Learning
Allahviranloo, Tofigh, Pedrycz, Witold, Seyyedabbasi, Amir
- 出版商: Academic Press
- 出版日期: 2024-07-25
- 售價: $5,310
- 貴賓價: 9.5 折 $5,045
- 語言: 英文
- 頁數: 678
- 裝訂: Quality Paper - also called trade paper
- ISBN: 044316147X
- ISBN-13: 9780443161476
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相關分類:
Machine Learning
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相關主題
商品描述
Decision Making Models: A Perspective of Fuzzy Logic and Machine Learning presents the latest developments in the field of uncertain mathematics and decision science. The book aims to deliver a systematic exposure to soft computing techniques in fuzzy mathematics as well as artificial intelligence in the context of real-life problems and is designed to address recent techniques to solving uncertain problems encountered specifically in decision sciences. Researchers, professors, software engineers, and graduate students working in the fields of applied mathematics, software engineering, and artificial intelligence will find this book useful to acquire a solid foundation in fuzzy logic and fuzzy systems.
Other areas of note include optimization problems and artificial intelligence practices, as well as how to analyze IoT solutions with applications and develop decision-making mechanisms realized under uncertainty.
商品描述(中文翻譯)
《決策模型:模糊邏輯與機器學習的視角》介紹了不確定數學和決策科學領域的最新發展。本書旨在系統性地介紹模糊數學中的軟計算技術以及人工智慧,並針對現實生活中的問題進行探討,設計上旨在解決決策科學中特別遇到的不確定問題的最新技術。從事應用數學、軟體工程和人工智慧領域的研究人員、教授、軟體工程師及研究生將會發現本書對於建立模糊邏輯和模糊系統的堅實基礎非常有幫助。
其他值得注意的領域包括優化問題和人工智慧實踐,以及如何分析物聯網解決方案的應用並開發在不確定性下實現的決策機制。