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This work investigates the application of cultural algorithms in the field of evolutionary electronics. Cultural Algorithms is an evolutionary model inspired by the cultural evolution process which shows many excellent characteristics and has succeeded in solving some complicated problems. Based on the population space in which individual evolves, the belief space is constructed, in which effective...
For the evolutionary electronic circuit design, the representation of the circuit is important, because the representation of the circuit may affected the significance solution circuit or the optimize solution, and also should speeds up the convergence speed of the algorithm search. The hardware representation methods mainly include binary bit string representation and Cartesian Genetic Programming...
Large and complex problem can be solved easily and quickly by decomposing it to be small sub-problems. We propose a heuristic method to isolate the larger state space into some smaller state spaces for decomposing learning task. During the learning process, after remove the state loops in these learned episodes, we find some states are critical for agent can reach goal state. These critical states...
The wireless sensor networks (WSN) with their constant evolution, need new management methods to be monitored efficiently by taking into account their constraints such as energy consumption, reliability and remote monitoring. Note that WSN has diverse application domains: smart home, smart care, environmental data collection etc. In order to manage a large scale WSN, some wireless sensor network management...
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