PROCEEDINGS IPMU '08
A fuzzy-set based strategy in dynamic environments
Carlos Cruz Corona, David Pelta,Jose Luis Verdegay.
Many complex real-world optimization
problems are dynamic. In order
to approach them is necessary to
have tools that are able to adapt to
the changes that take place in the
time. In this work we propose a
strategy that jointly use a set of solutions
and a set of simple agents.
Implicit and explicit memory mechanisms
are used and we analyze the
behavior of the strategy when coupled
with a fuzzy rule to control the
updating of the solution’s set. Tests
are performed on the moving peaks
benchmark problem under different
scenarios.
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