| Status | 已發表Published |
| Toward Evolutionary Autonomous Agents (EA2) for computational perception | |
| Liu Jiming; Maluf David A.; Tang Y.Y. | |
| 1997-12-01 | |
| Source Publication | Proceedings of the IEEE International Conference on Systems, Man and Cybernetics
 |
| Volume | 4 |
| Pages | 3096-3101 |
| Abstract | This paper introduces a new class of Evolutionary Autonomous Agents (EA) that evolve in a digital image environment and emerge (or extract) salient image features. The behavioral repository for the proposed autonomous agents consists of self-reproduction, diffusion, mutation-based search, decay, and cease to exist, each of which is triggered and hence determined by the specific local stimuli of the two-dimensional image environment. The proposed scheme of reproduction-and-diffusion through artificial-environmental selection, when employed as a method of evolutionary computation in image processing, can readily manifest both interesting fixed-point properties and robust behavior capable of dynamically adapting to different digital image environments. |
| URL | View the original |
| Language | 英語English |
| Fulltext Access | |
| Document Type | Conference paper |
| Collection | University of Macau |
| Affiliation | Hong Kong Baptist University |
| Recommended Citation GB/T 7714 | Liu Jiming,Maluf David A.,Tang Y.Y.. Toward Evolutionary Autonomous Agents (EA2) for computational perception[C], 1997, 3096-3101. |
| APA | Liu Jiming., Maluf David A.., & Tang Y.Y. (1997). Toward Evolutionary Autonomous Agents (EA2) for computational perception. Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 4, 3096-3101. |
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