Smart Techniques for a Smarter Planet: Towards Smarter Algorithms (Studies in Fuzziness and Soft Computing)
暫譯: 智慧技術為更智慧的星球:邁向更智慧的演算法(模糊性與軟計算研究)
- 出版商: Springer
- 出版日期: 2019-02-07
- 售價: $6,700
- 貴賓價: 9.5 折 $6,365
- 語言: 英文
- 頁數: 304
- 裝訂: Hardcover
- ISBN: 3030031306
- ISBN-13: 9783030031305
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相關分類:
Algorithms-data-structures
海外代購書籍(需單獨結帳)
商品描述
This book is intended to provide a systematic overview of so-called smart techniques, such as nature-inspired algorithms, machine learning and metaheuristics. Despite their ubiquitous presence and widespread application to different scientific problems, such as searching, optimization and /or classification, a systematic study is missing in the current literature. Here, the editors collected a set of chapters on key topics, paying attention to provide an equal balance of theory and practice, and to outline similarities between the different techniques and applications. All in all, the book provides an unified view on the field on intelligent methods, with their current perspective and future challenges.
商品描述(中文翻譯)
本書旨在提供所謂智慧技術的系統性概述,例如自然啟發演算法、機器學習和元啟發式演算法。儘管這些技術在不同科學問題(如搜尋、優化和/或分類)中無處不在且廣泛應用,但目前文獻中缺乏系統性的研究。在此,編輯們收集了一系列關鍵主題的章節,並注意在理論與實踐之間提供平衡,並概述不同技術和應用之間的相似性。總的來說,本書提供了對智慧方法領域的統一視角,涵蓋其當前的觀點和未來的挑戰。