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The number of objectives to be optimized during the evolutionary computation increased from three to four or five.
The arrows appearing before each accuracy indicate whether that level of effect was minimized or maximized during the evolutionary computation.
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It is based on two branches of computational intelligence: the fuzzy connectedness (FC) and the evolutionary computation.
She is an associated editor of both the IEEE Transactions on Evolutionary Computation and the Evolutionary Computation Journal, MIT Press.
The chapter begins with a brief history of evolutionary computation, followed by an overview of the evolutionary computation field.
The evolutionary computation involves a novel chromosome structure and a hybrid crossover operator for it.
The method is based on the evolutionary computation paradigm and works obtaining incrementally better neuro-controllers.
The ICA is a new evolutionary algorithm in the evolutionary computation field based on the human's socio-political evolution (Atashpaz-Gargari and Lucas 2007).
Designing different estimation of distribution algorithms for continuous optimization is a recent emerging focus in the evolutionary computation field.
We denote this class of hybrid algorithmic techniques as the evolutionary computation versus reinforcement learning (ECRL) paradigm.
This paper presents an adaptive fitness function for the evolutionary computation to obtain the purposive behaviors through changing the weights for the fitness function.
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