A user-centric memetic algorithm (UcMA) represents an instance of the so-called interactive evolutionary computation, in which the subjacent algorithm that interacts with a human consists of a memetic algorithm (MA) that manages knowledge of the problem with the aim of accelerating the solution search process.
Feb 3, 2018
In particular, this paper pro- vides a general overview on user-centric memetic com- putation, providing principles for their design, identi- fying the places ...
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This paper considers user-centric MAs, a more global perspective of interactive MAs since it hints possibilities for the system to be proactive rather than ...
Jul 17, 2012 · As a solution strategy, we propose a memetic algorithm; which is based on the combination of an evolutionary algorithm and local search (2-opt), ...
Abstract: A user-centric memetic algorithm (UcMA) represents an instance of the so-called interactive evolutionary computation, in which the subjacent ...
On user-centric memetic algorithms. https://doi.org/10.1007/s00500-012-0893-6 ·. Journal: Soft Computing, 2012, № 2, p. 285-300. Publisher: Springer Science ...
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TL;DR: This paper considers user-centric MAs, a more global perspective of interactive MAs since it hints possibilities for the system to be proactive ...
On distributed user-centric memetic algorithms. Authors. Fernández-Leiva, Antonio J.; Gutiérrez-Fuentes, Álvaro. Abstract. A user-centric memetic algorithm ...
User-centric evolutionary computation is an optimization pa-radigm that tries to integrate the human user and the evolutionary algorithm in a smooth way, ...
This paper proposes two generic schemas to distribute a number of (interactive/proactive) UcMAs that act as independent agents and, eventually, synchronize to ...