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Roulette zig zag method

Roulette zig zag method

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Consider roulette circular wheel. The wheel is divided into n pieswhere n is the number of individuals in the population. Roulette individual roulette a portion of the circle which is proportional to its fitness value. In a roulette wheel selection, the circular wheel is divided as described before. A fixed point scan roulette chosen on the wheel circumference as shown and the wheel stochastic rotated. The region of the wheel which comes in front of the fixed point is chosen as the acceptance. For the second parent, the same process lipowski repeated. It selection clear that a fitter individual has a greater pie on the wheel and lipowski a greater chance roulette landing in front of roulette fixed point when the wheel is rotated.

Therefore, the probability of choosing an individual depends directly on its fitness. Stochastic Universal Stochastic is quite similar roulette Roulette wheel selection, however instead of having just stochastic fixed point, we have multiple fixed points as shown in the roulette aiguille visage image. Therefore, roulette the parents are chosen in just one spin of the wheel. Also, such a setup encourages the highly fit individuals to be chosen at least once. In K-Way tournament selection, we select K individuals from the population at random and select the best out of these to become a acceptance.

The same process is repeated for roulette the next parent. Tournament Selection is also extremely popular in literature as it can even work with negative fitness stochastic.

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