By Juan Julián Merelo, Agostinho Rosa, José M. Cadenas, António Dourado Correia, Kurosh Madani, António Ruano, Joaquim Filipe
This ebook contains a number of revised and prolonged types of the simplest papers from the 7th foreign Joint convention on Computational Intelligence (IJCCI 2015), held in Lisbon, Portugal, from 12 to fourteen November 2015, which used to be composed of 3 co-located meetings: The overseas convention on Evolutionary Computation thought and functions (ECTA), the foreign convention on Fuzzy Computation concept and functions (FCTA), and the foreign convention on Neural Computation concept and functions (NCTA). The publication provides fresh advances in medical advancements and functions in those 3 parts, reflecting the IJCCI’s dedication to top quality standards.
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Additional resources for Computational Intelligence: International Joint Conference, IJCCI 2015 Lisbon, Portugal, November 12-14, 2015, Revised Selected Papers
Sequences of the CA steps) need to be designed to produce the replicas. Table 2 summarises the results of experiments with the small loop and provides an overview of some basic parameters of the CA that can be observed during its development using the evolved transition functions. Although the shape of the small loop is simpler than the big loop, the requirement of two 34 M. Bidlo Fig. 8. The structure of the small loop in the cellular automaton that was evaluated during evolution: (a) the initial CA state containing the loop to be replicated, (b) the target state specifying the replicas arrangement, (c) example of a symmetric loop.
In order to assess the quality of games and game content we need to be able to playtest them. Therefore we need strong AI capable of playing any game—which, not coincidentally, is what the ﬁrst part of this chapter focuses on. Once you have a strong game-playing AI, you might also need to restrict it or otherwise modify it so that it plays the game in a human-like manner; it is common that strong AI players play in a somewhat “machine-like way” [60–62]. By now you probably see how it all ﬁts together.
As shown by the last step, more replicas can be created in the same way according to the original speciﬁcation if the CA development continues. However, a more detailed investigation of this result showed that the complete initial loop is not strictly needed in order to successfully perform the replication. For example, the loop is able to emerge even from a single seed – the lower parts of each step presented in Fig. 4 shows a development of the loop from 30 M. Bidlo Fig. 4. Develpment of a CA performing replication of the loop from Fig.