Sharpened and focused no free lunch and complexity theory

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Abstract

This tutorial reviews basic concepts in complexity theory, as well as various No Free Lunch results and how these results relate to computational complexity. The tutorial explains basic concepts in an informal fashion that illuminates key concepts. “No Free Lunch” theorems for search can be summarized by the following result.

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Whitley, D. (2014). Sharpened and focused no free lunch and complexity theory. In Search Methodologies: Introductory Tutorials in Optimization and Decision Support Techniques, Second Edition (pp. 451–476). Springer US. https://doi.org/10.1007/978-1-4614-6940-7_16

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