Novel Adaptive Heuristic For Search And Optimisation

Authors:
Kalin Penev
Affiliations:
Southampton Solent University, Southampton, S014 0YN
Venue:
JVA '06 Proceedings of the IEEE John Vincent Atanasoff 2006 International Symposium on Modern Computing
Year:
2006

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Abstract

The article refines description of a heuristic algorithm for real-value search and optimisation called Free Search. The aim is to clarify the abilities of this method to return optimal solutions from unknown search spaces without the need for constant re-tuning of algorithm parameters, which is a common requirement of other stochastic search techniques.