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A Genetic Defense for Materials Research

机译：材料研究的基因防御

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摘要

Genetic Algorithms do not raise so many eyebrows in the materials community as it used to, once upon a time, not too for in the distant past: After all, this is for the third time we are coming up with a special issue on this topic in a pioneering journal called Materials and Manufacturing Processes. When we started out with the first Genetic Algorithms issue of this journal in 2003 [1], many in the materials' community were bemused by a ragtag international group of process modelers' apparently quixotic attempt, so some of them told me, to take the mainstream materials research head-on with their pseudobiology. The fact remained that what was attempted was neither frivolous nor ludicrous. In 2005 a highly focused second Genetic Algorithms issue of this journal [2], very convincingly hit that point home. Now, here we are once again ready with the third Genetic Algorithms issue: Hear ye, materials' world, you got very little choice but let us in! What I said in my first editorial back in 2003 [1] is certainly valid even toady: Genetic Algorithms simply denote the shape of things to come in the materials world. Today, mimicking the nature and the natural processes is certainly creating a difference there. Evolutionary applications are now ubiquitous in the materials' field; its practitioners are worldwide. It simply is not a surprise for anybody toady that here in this particular issue we are able to assemble some ground breaking efforts of researchers of nine different countries, that is, Brazil, Finland, India, Poland, Singapore, Slovenia, Turkey, U.K. and the U.S.A., on some diverse materials applications: from metals to polymers, assembling at a nano-scale to processing in industrial furnaces. Global participation has never been a problem for us, even in the first Genetic Algorithms issue; however, what we have started out in 2003 [1] has now blossomed into an enviable maturity.
机译：遗传算法并没有像过去那样在材料界引起如此广泛的关注，毕竟在过去很长一段时间内：毕竟，这是我们第三次提出有关此主题的特殊问题在名为《材料与制造过程》的开创性杂志上。当我们从2003年开始发行该杂志的第一本《遗传算法》 [1]时，材料界中的许多人都被一个国际标签组织的流程建模者显然不合时宜的尝试所迷惑，所以其中一些人告诉我，主流材料研究及其伪生物学。事实仍然是，尝试的既不是轻率也不是可笑的。 2005年，该期刊[2]的第二本遗传算法高度集中，令人信服地达到了这一点。现在，在这里我们再次准备好处理第三个遗传算法问题：听到，材料的世界，您别无选择，但是让我们加入吧！我在2003年的第一篇社论中所说的甚至是蟾蜍也肯定是正确的：遗传算法只是表示材料世界中事物的形状。如今，模仿自然和自然过程肯定会在这里产生差异。进化的应用现在在材料领域无处不在。其从业者遍布全球。对于任何一个笨拙的人来说，这都不足为奇，在这里，我们能够集结九个不同国家（巴西，芬兰，印度，波兰，新加坡，斯洛文尼亚，土耳其，英国和美国，涉及多种材料应用：从金属到聚合物，从纳米级组装到工业炉的加工。即使在第一个遗传算法问题中，全球参与对我们来说也从来不是问题。但是，我们从2003年[1]开始的工作如今已经发展到令人羡慕的成熟程度。

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