Irizarry Roberto
DuPont Electronics Microcircuits Industries, P.O. Box 30200 Manati, PR.
Evol Comput. 2004 Winter;12(4):435-59. doi: 10.1162/1063656043138897.
This article introduces a new global optimization procedure called LARES. LARES is based on the concept of an artificial chemical process (ACP), a new paradigm which is described in this article. The algorithm's performance was studied using a test bed with a wide spectrum of problems including random multi-modal random problem generators, random LSAT problem generators with various degrees of epistasis, and a test bed of real-valued functions with different degrees of multi-modality, discontinuity and flatness. In all cases studied, LARES performed very well in terms of robustness and efficiency.
本文介绍了一种名为LARES的新的全局优化程序。LARES基于人工化学过程（ACP）的概念，这是本文所描述的一种新范式。使用包含广泛问题的测试平台对该算法的性能进行了研究，这些问题包括随机多模态随机问题生成器、具有不同程度上位性的随机LSAT问题生成器，以及具有不同程度多模态、不连续性和平坦度的实值函数测试平台。在所研究的所有情况下，LARES在鲁棒性和效率方面表现都非常出色。
