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Heuristic “Optimization”: Why, When, and How to Use It

INFORMS Journal on Applied AnalyticsPublished 1 October 1981
Stelios H. Zanakis, James R. Evans
Citations152

TL;DR

This paper presents a framework for heuristic “optimization” by systematically examining this change in attitudes towards heuristics, their desirable features and proper usage.

Abstract

The pressing need of real-world problems for quick, simple, and implementable solutions coupled with a recently increased research productivity on improved and rigorously evaluated heuristic methods are rapidly increasing the need, usage, and respect for heuristics. This paper presents a framework for heuristic “optimization” by systematically examining this change in attitudes towards heuristics, their desirable features and proper usage.

Keywords

Computer ScienceEngineering