A survey argues that bioinspired optimization suffers from a 'paradox of success' in which many metaphor-based algorithms lack real novelty, and lays out methodological remedies.
Yao, Evolutionary computation: Theory and applications, World Scientific, 1999
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The Paradox of Success in Evolutionary and Bioinspired Optimization: Revisiting Critical Issues, Key Studies, and Methodological Pathways
A survey argues that bioinspired optimization suffers from a 'paradox of success' in which many metaphor-based algorithms lack real novelty, and lays out methodological remedies.