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DOL-systems Described by Production Tree

机译:生产树描述的DOL系统

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People applied genetic algorithm and L-systems to simulate the evolution of artificial plant morphologies or solve other problems. However, not all the possible permutations of symbol set elements are valid in L-systems, therefore we often met some illegal situation when generating initial individuals randomly, performing crossover and mutation. To solve this problem, we introduced a new approach in this paper. Firstly, we introduced the definition of VDOL-systems, which is a subset of parametric DOL-systems. Secondly, we introduced a representation form for VDOL-systems, production tree. Then we designed genetic operators based on production tree. Finally the examples of genetic operations were shown. We hope to extend this representation form to more complex L-systems to facilitate genetic algorithms on the L-system.
机译:人们应用遗传算法和L-Systems,模拟人工植物形态的演变或解决其他问题。然而,并非符号集元素的所有可能排列在L系统中都有效,因此我们经常在随机生成初始个体时遇到一些非法情况,执行交叉和突变。为了解决这个问题,我们在本文中介绍了一种新方法。首先,我们介绍了VDOL系统的定义,这是参数化DOL系统的子集。其次,我们介绍了VDOL-Systems,生产树的代表表单。然后我们设计基于生产树的遗传运营商。最后显示了遗传操作的例子。我们希望将此表示表单扩展到更复杂的L-Systems,以便于L-System上的遗传算法。

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