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Abstract: We introduce a simple evolution scheme for multiobjective optimization problems, called the Pareto Archived Evolution Strategy (PAES). We argue that PAES may represent the simplest possible non-trivial algorithm capable of generating diverse solutions in the Pareto optimal set. The algorithm, in its simplest form, is a (1 + 1) evolution strategy, employing local search but using a reference archive of previously found solutions in order to identify the approximate dominance ranking of the... (Update)
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BibTeX entry: (Update)
Knowles, J.D., Corne, D.W. (1999) Approximating the Nondominated Front using the Pareto Archived Evolution Strategy. Technical Report RUCS/1999/TR/005/A, submitted to the IEEE Transactions on Evolutionary Computation, March 1999. http://citeseer.ist.psu.edu/knowles99approximating.html More
@article{ knowles00approximating,
author = "Joshua D. Knowles and David Corne",
title = "Approximating the Nondominated Front Using the Pareto Archived Evolution Strategy",
journal = "Evolutionary Computation",
volume = "8",
number = "2",
pages = "149-172",
year = "2000",
url = "citeseer.ist.psu.edu/knowles99approximating.html" }
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