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Limits of Optimization.

Authors :
Carissimo, Cesare
Korecki, Marcin
Source :
Minds & Machines. 2024 Suppl 1, Vol. 34, p117-137. 21p.
Publication Year :
2024

Abstract

Optimization is about finding the best available object with respect to an objective function. Mathematics and quantitative sciences have been highly successful in formulating problems as optimization problems, and constructing clever processes that find optimal objects from sets of objects. As computers have become readily available to most people, optimization and optimized processes play a very broad role in societies. It is not obvious, however, that the optimization processes that work for mathematics and abstract objects should be readily applied to complex and open social systems. In this paper we set forth a framework to understand when optimization is limited, particularly for complex and open social systems. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09246495
Volume :
34
Database :
Academic Search Index
Journal :
Minds & Machines
Publication Type :
Academic Journal
Accession number :
176119791
Full Text :
https://doi.org/10.1007/s11023-023-09633-1