作者
Michael A Lones
发表日期
2014/7/12
研讨会论文
Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary Computation
页码范围
1419-1422
出版商
ACM
简介
To many people, the terms nature-inspired algorithm and metaheuristic are interchangeable. However, this contemporary usage is not consistent with the original meaning of the term metaheuristic, which referred to something closer to a design pattern than to an algorithm. In this paper, it is argued that the loss of focus on true metaheuristics is a primary reason behind the explosion of "novel" nature-inspired algorithms and the issues this has raised. To address this, this paper attempts to explicitly identify the metaheuristics that are used in conventional optimisation algorithms, discuss whether more recent nature-inspired algorithms have delivered any fundamental new knowledge to the field of metaheuristics, and suggest some guidelines for future research in this field.
引用总数
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学术搜索中的文章
MA Lones - Proceedings of the Companion Publication of the 2014 …, 2014