摘要
随着数字微流控生物芯片在生化领域中的广泛应用,对芯片可靠性和制造成本的要求也越来越高,在线测试对于确保微流控生物芯片正常工作异常重要。该文针对引脚约束的数字微流控生物芯片,提出一种基于改进最大最小蚁群算法的在线并行测试方案,在满足各种约束条件的情况下,采用伪随机比例原则,建立禁忌判断策略,自适应地改变信息素的残留系数,实现引脚约束数字微流控生物芯片的在线并行测试。实验结果表明,该方法可以同时用于离线和在线测试,相对于单液滴离线和在线测试,可有效减少芯片的测试时间,提高了测试工作效率。
As digital microfluidic biochips are widely used in biochemical field, it highly demands the chip reliability and manufacturing costs. Online testing is an important method to ensure the normal work of the digital microfluidic biochips. In this paper, an online parallel testing scheme is proposed based on improved max-min ant colony algorithm for pin-constrained digital microfluidic biochips. The scheme uses pseudo-random-proportional rules, establishes a taboo judgment strategy, and changes the pheromone trail persistence adaptively to realize the online parallel testing of pin-constrained digital microfluidic biochips. The experiment results show that the proposed method can be used for both offline and online testing, and compared with the offline and online testing of the single droplet, the proposed method can effectively reduce the test time and improve the efficiency.
出处
《电子与信息学报》
EI
CSCD
北大核心
2015年第9期2265-2271,共7页
Journal of Electronics & Information Technology
基金
广西自然科学基金(2014GXNSFAA118398)
广西研究生教育创新计划(GDYCSZ201430)资助课题
关键词
数字微流控芯片
并行测试
引脚约束
最大最小蚁群算法
Digital microfluidic biochips
Parallel testing
Pin-constrained
Max-min ant colony algorithm