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A hybrid algorithm based on genetic algorithm and plant growth simulation algorithm

机译:基于遗传算法和植物生长模拟算法的混合算法

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In order to solve the deceptive and pre-maturity problem of genetic algorithm, we combined plant growth simulation algorithm with genetic algorithm, so a new hybrid genetic algorithm occurred. Because of the searching way is better both in direction and randomness balance, which decided by plant hormone in plant growth simulation algorithm, so the deceptive problem of genetic algorithm is well settled and we got the globally optimal solution in a relatively efficient way. The simulation results show that very nice effects are obtained.
机译:为了解决遗传算法的欺骗性和过早性问题,我们将植物生长模拟算法与遗传算法相结合,从而产生了一种新的混合遗传算法。由于在植物生长模拟算法中,由植物激素决定的方向和随机性平衡都比较好,因此遗传算法的欺骗性问题得到了很好的解决,从而以相对有效的方式获得了全局最优解。仿真结果表明,取得了很好的效果。

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