Y. Ho, D. Pepyne
2001.12.4CYBERNETICS AND SYSTEMS ANALYSIS
tlooto Summary
A framework is presented for conceptualizing optimization problems that leads to useful insights and a simple explanation of the No Free Lunch Theorem of Optimization.
Abstract
The No Free Lunch Theorem of Optimization (NFLT) is an impossibility theorem telling us that a general-purpose universal optimization strategy is impossible, and the only way one strategy can outperform another is if it is specialized to the structure of the specific problem under consideration. In this paper, a framework is presented for conceptualizing optimization problems that leads to useful insights and a simple explanation of the NFLT.
Citation format
HO, Y.; PEPYNE, D. Simple explanation of the no free lunch theorem of optimization. CYBERNETICS AND SYSTEMS ANALYSIS, 2001, 38: 292–298.