Computational Intelligence: The Experts Speak
暫譯: 計算智慧:專家見解
David B. Fogel, Charles J. Robinson
- 出版商: Wiley
- 出版日期: 2003-06-16
- 售價: $1,200
- 貴賓價: 9.8 折 $1,176
- 語言: 英文
- 頁數: 304
- 裝訂: Hardcover
- ISBN: 0471274542
- ISBN-13: 9780471274544
-
相關分類:
Machine Learning
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相關主題
商品描述
Computational intelligence is a fast-moving, multidisciplinary field–the nexus of diverse technical interest areas that include neural networks, fuzzy logic, and evolutionary computation. Keeping up with computational intelligence means understanding how it relates to an ever-expanding range of applications. This is the book that ties it all together–and puts that understanding well within your reach.
In Computational Intelligence: The Experts Speak, editors David B. Fogel and Charles J. Robinson present an unmatched compilation of expanded papers from plenary and special lecturers attending the 2002 IEEE World Congress on Computational Intelligence. Collectively, these papers provide a compelling snapshot of the issues that define the industry, as observed by some of the top minds in the computational intelligence community. In a series of topical chapters, this comprehensive volume shows how current technology is shaping computational intelligence, and it delivers eye-opening insights into the field’s future challenges.
The research detailed here covers an array of leading-edge applications, from coevolutionary robotics to underwater sensors and cognitive science, in such areas as:
- Self-organizing systems
- Situation awareness
- Human-machine interaction
- Automatic control
- Data recognition
Computational Intelligence also includes introductions to each grouping of contributions that provide helpful tutorials and discuss important parallels between topics.
Whatever your role might be in this dynamic, influential field, this is the one reference that no practitioner of computational intelligence should be without.
商品描述(中文翻譯)
計算智慧的權威調查,來自該領域的專家
計算智慧是一個快速發展的多學科領域,涵蓋了神經網絡、模糊邏輯和演化計算等多種技術興趣領域的交匯點。跟上計算智慧的步伐意味著要理解它與不斷擴展的應用範圍之間的關係。這本書將所有內容串聯在一起,並使這種理解變得觸手可及。
在《計算智慧:專家發言》中,編輯 David B. Fogel 和 Charles J. Robinson 提供了一份無與倫比的擴展論文彙編,這些論文來自於參加 2002 年 IEEE 計算智慧世界大會的全體和特邀講者。這些論文共同提供了一個引人注目的快照,展示了定義該行業的問題,這些問題由計算智慧社群中的一些頂尖思想家觀察而來。在一系列主題章節中,這本綜合性著作展示了當前技術如何塑造計算智慧,並提供了對該領域未來挑戰的深刻見解。
這裡詳細介紹的研究涵蓋了一系列前沿應用,從共演化機器人到水下傳感器和認知科學,涉及的領域包括:
- 自組織系統
- 情境感知
- 人機互動
- 自動控制
- 數據識別
《計算智慧》還包括對每組貢獻的介紹,提供有用的教程並討論主題之間的重要平行關係。
無論您在這個動態且具影響力的領域中擔任什麼角色,這都是每位計算智慧從業者必備的參考書籍。
