| 来源类型 | Monograph (IIASA Working Paper) |
| 规范类型 | 论文 |
| The Applicability of Neural Nets for Decision Support. | |
| Aarts EHL; Wessels J; Zwietering PJ | |
| 发表日期 | 1993 |
| 出版者 | IIASA, Laxenburg, Austria: WP-93-005 |
| 出版年 | 1993 |
| 语种 | 英语 |
| 摘要 | The aim of this paper is to discuss the possible role of neural nets for decision support. The discussion will be conducted along two connected lines. The first line regards the possibilities to solve combinatorial optimization problems with multi-layered perceptrons. Particular attention is paid to the required complexity of such neural nets. The second line regards the use of neural nets as a kind of black-box decision mechanism for decision problems for which the underlying processes are difficult or even not well understood. For direct use of the results of the first line it would be essential to have cheap neuro-based computing aids available. However, even without the availability of such aids, the results are useful for supporting the second line. The second line itself has its value independent of the availability of special neural computing aids. Its essence is that it provides an alternative paradigm for decision support, which can also be simulated on traditional computing equipment. |
| 主题 | Methodology of Decision Analysis (MDA) |
| URL | http://pure.iiasa.ac.at/id/eprint/3806/ |
| 来源智库 | International Institute for Applied Systems Analysis (Austria) |
| 资源类型 | 智库出版物 |
| 条目标识符 | http://119.78.100.153/handle/2XGU8XDN/124165 |
| 推荐引用方式 GB/T 7714 | Aarts EHL,Wessels J,Zwietering PJ. The Applicability of Neural Nets for Decision Support.. 1993. |
| 条目包含的文件 | ||||||
| 文件名称/大小 | 资源类型 | 版本类型 | 开放类型 | 使用许可 | ||
| WP-93-005.pdf（645KB） | 智库出版物 | 限制开放 | CC BY-NC-SA | 浏览 | ||
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