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Feature-Based Diversity Optimization for Problem Instance Classification

Published in Evolutionary Computation • Mar 1, 2021
NobleIDNI2P18W20R88S23
Authors:
Wanru Gao
,
Samadhi Nallaperuma
,
Frank Neumann

Abstract

Understanding the behaviour of heuristic search methods is a challenge. This even holds for simple local search methods such as 2-OPT for the Travelling Salesperson Problem (TSP). In this article, we present a general framework that is able to construct a diverse set of instances which are hard or e...

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