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shah314/cilsassignment: Implementation of iterative local search (ILS) for the quadratic assignment problem

Authors: Shalin Shah;

shah314/cilsassignment: Implementation of iterative local search (ILS) for the quadratic assignment problem

Abstract

Implementation of iterative local search for the quadratic assignment problem (C++). The QAP is a strongly NP-hard problem, and solving instances with more than 20 variables is considered intractable. The implementation uses a population of individuals and performs local improvement on them. Local improvement accepts worse solutions with a probability of 0.0. The parameters of the algorithm can be adjusted by changing the global variables. The algorithm can be used to find approximate solutions for large QAP instances for which exact methods are not suitable. (The code finds optimal solutions to all nugXX instances in a few seconds).

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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