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Sharpened and Focused No Free Lunch and Complexity Theory

Darrell Whitley
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Darrell Whitley: Colorado State University

Chapter Chapter 16 in Search Methodologies, 2014, pp 451-476 from Springer

Abstract: 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:

Keywords: Search Space; Search Algorithm; Polynomial Time; Turing Machine; Travel Salesman Problem (search for similar items in EconPapers)
Date: 2014
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Persistent link: https://EconPapers.repec.org/RePEc:spr:sprchp:978-1-4614-6940-7_16

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DOI: 10.1007/978-1-4614-6940-7_16

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