Case studies in evolutionary experimentation and computation
Case studies in evolutionary experimentation and computation
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DOI：
10.1016/s0045-7825(99)00381-3
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发表时间：
2000-01-01
影响因子：
7.2
通讯作者：
Rechenberg, I
中科院分区：
文献类型：
--
作者：
Rechenberg, I
14个实例证明了进化策略的有效性。示例性的编译从机翼的阻力最小化开始;就像在风洞中建造一样，以在计算机上创建一个非凡的幻方结束。一个成功的进化优化的先决条件是质量函数的强（或至少是分段强）因果关系的有效性。问题解决方案失败，没有任何内在的质量函数的顺序。欧拉对费马最后定理的扩展不能用进化算法来证明，因为一个分段因果支付函数的设计还没有出现。(C)2000 Elsevier Science S.A，版权所有。
14 examples prove the potency of the evolution strategy. The exemplary compilation starts with the drag-minimization of a wing; like construction in a wind tunnel and ends with the creation of an extraordinary magic square on a computer. Prerequisite for a successful evolutionary optimization is the validity of strong (or at least piecemeal strong) causality for the quality function. The problem solution fails without any inherent order of the quality function. Euler's extension of Fermat's last theorem cannot be disproved with an evolutionary algorithm, because the design of a piecemeal causal pay-off function is not in sight. (C) 2000 Elsevier Science S.A, All rights reserved.