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PBIL Algorithm Implementation on Microcontrollers
The PBIL algorithm is investigated in depth to quantify the effects that its parameters have on its convergence rate, since these are important for its implementation in low-cost micro-controllers. A theory is proposed for analysing its performance in terms of learning rate and sample or generation numbers. Experimental results indicate that the theory is able to predict practical results adequately.