Advances in Practical Applications of Survivable Agents and Multi-Agent Systems: The PAAMS Collection by Yves Demazeau & Eric Matson & Juan Manuel Corchado & Fernando De la Prieta

Author:Yves Demazeau & Eric Matson & Juan Manuel Corchado & Fernando De la Prieta
Language: eng
Format: epub
ISBN: 9783030242091
Publisher: Springer International Publishing

Optimality of the Composition: This simulation aims at comparing the optimality of the compositions obtained in the case of the SG-QCA and TL-QCA algorithms. Figure 3 shows that the optimality obtained in the case of the SG-QCA and TL-QCA algorithms decreases slightly when the number of concrete services increases but the SG-QCA algorithm remains more efficient than the TL-QCA algorithm. This is due to the fact that 100 iterations are not enough for these algorithms to fully explore the search space of the compositions in order to find the near-to-optimal composition.

Fig. 3.Optimality vs. the number of concrete services (scenario 1).

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