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人机结合免疫算法及其应用研究简报

Brief Report on Human Computer Cooperative Immune Algorithm and Its Application

中文摘要英文摘要

以简化的国际通信卫星(INTELSAT-III)舱布局设计为背景,给出了人机结合免疫算法(HCCIA)。该算法将人工方案(人工抗体)和算法方案(抗体)用相同的编码方式编码,作为抗体种群共同参与算法操作。人工抗体首先作为精英个体加入到算法记忆单元中,随算法操作融入算法抗体种群,参与演化计算,实现人与算法的结合,发挥人机各自的特长

human computer cooperative immune algorithm (HCCIA) is proposed and applied in the layout design of a simplified international commercial communication satellite (INTELSAT-III) module. In HCCIA, artificial layout schemes (artificial antibodies) are integrated with algorithm layout schemes (algorithm antibodies) by unified code form and are operated. Taken as elites, artificial antibodies are firstly added to the memory cells, and then join the antibody population along with the evolution process, which realizes the cooperation of immune algorithm and human intelligence.

李灿、滕弘飞、史彦军、胡清华

计算技术、计算机技术自动化技术、自动化技术设备

免疫算法人机结合卫星布局设计

immune algorithmhuman-computer cooperationsatellitelayout design

李灿,滕弘飞,史彦军,胡清华.人机结合免疫算法及其应用研究简报[EB/OL].(2006-12-08)[2025-08-10].http://www.paper.edu.cn/releasepaper/content/200612-174.点此复制

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