By Juan Julián Merelo, Agostinho Rosa, José M. Cadenas, António Dourado Correia, Kurosh Madani, António Ruano, Joaquim Filipe
This e-book features a collection of revised and prolonged types of the easiest papers from the 7th overseas Joint convention on Computational Intelligence (IJCCI 2015), held in Lisbon, Portugal, from 12 to fourteen November 2015, which was once composed of 3 co-located meetings: The overseas convention on Evolutionary Computation idea and purposes (ECTA), the foreign convention on Fuzzy Computation concept and purposes (FCTA), and the overseas convention on Neural Computation thought and purposes (NCTA). The booklet offers contemporary advances in medical advancements and purposes in those 3 components, reflecting the IJCCI’s dedication to top of the range standards.
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Extra info for Computational Intelligence: International Joint Conference, IJCCI 2015 Lisbon, Portugal, November 12-14, 2015, Revised Selected Papers
Less than 10 individuals) with a simple mutation operator may represent a suitable class of algorithms to obtain working solutions with a reasonable success rate and computational eﬀort. However, the detailed analysis and wider comparison of diﬀerent techniques is not a subject of this study. For each experiment, the GA is executed for 3 million generations. If no correct solution is found within this limit, the evolution is terminated. e. the ﬁtness function) and details regarding various experimental settings are described in the next section.
8c according to the transition function shown in Fig. 13. Note that the number of steps needed to develop a replica on the right side is half the number of steps required to ﬁnish a replica on the left side. 38 M. Bidlo Fig. 13. The transition function designed by evolution for the parallel replication of the symmetric loop from Fig. 8c. 3 Summary and Discussion Both the proposed loops proved the ability to replicate according to the given speciﬁcation. It is worth to note that although the development of the loop from a seed was not explicitly required, the evaluation of the results obtained for both the loops showed that this ability is not rare.
In this solution, not only the algorithms for the replication to the left and right side diﬀer signiﬁcantly, the number of steps needed to create the replica on the left side is nearly the double of the number of steps required for the replication to the right side. As evident from Fig. 12, the ﬁrst replica of the initial loop is created on the right side after the 15th step, the ﬁrst replica on the left side needs 26 steps to be completed. After the 27th step, the second replica on the right side is completed whilst the second copy on the left side has just started to develop.