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丛 书 名:Studies in Fuzziness and Soft Computing
版本说明:1st ed. 2019
I S B N:(纸本) 9783030031305
出 版 社:Springer International Publishing
出 版 年:2019年
页 数:xii, 304 pages页
主 题 词:Engineering. Computers Computers Mathematics Pattern recognition. Artificial intelligence. Calculus of variations. Optical pattern recognition. Artificial intelligence. Mathematical optimization. Comp
学科分类:12[管理学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 07[理学] 081104[工学-模式识别与智能系统] 08[工学] 070105[理学-运筹学与控制论] 0835[工学-软件工程] 0701[理学-数学] 0811[工学-控制科学与工程] 0812[工学-计算机科学与技术(可授工学、理学学位)]
摘 要: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.