| 发明名称 | Genetic optimization method and system | ||
| 摘要 | A multi-objective optimization method. The method comprises a population of objects for each objective utilizing an optimization process and determining a measure for the variation in values of each gene within each population. A crossbreed between objects from different ones of the populations is performed, wherein a selection of gene values for the child object is weighted based on the measures for the variations in the values of each gene within the respective populations. | ||
| 申请公布号 | US9047569(B2) | 申请公布日期 | 2015.06.02 |
| 申请号 | US200410995685 | 申请日期 | 2004.11.23 |
| 申请人 | International Business Machines Corporation | 发明人 | Todd Stephen James |
| 分类号 | G06N3/12 | 主分类号 | G06N3/12 |
| 代理机构 | Terrile, Cannatti, Chambers & Holland, LLP | 代理人 | Terrile, Cannatti, Chambers & Holland, LLP ;Terrile Stephen A. |
| 主权项 | 1. A computer implemented multi-objective optimization method to reduce a likelihood of crossbred children from parents of independently optimized populations having no characteristics of either parent, the method comprising the steps of: determining, via a computer system, a population of objects for each objective utilizing an optimization process, determining, via the computer system, a measure for the variation in values of each gene within each population, and performing, via the computer system a crossbreed between objects from different ones of the populations, wherein a selection of gene values for the child object is weighted based on the measures for the variations in the values of each gene within the respective populations, the crossbreed providing the multi-objective optimization to reduce the likelihood of crossbred children from parents of independently optimized populations having no characteristics of either parent. | ||
| 地址 | Armonk NY US | ||