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Single droplet on-line testing path optimization for digital microfluidic biochips based on the improved ant colony algorithm

机译:基于改进蚁群算法的数字微流控生物芯片单滴在线测试路径优化

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Digital microfluidic biochip (DMFB) is an attractive platform for immunoassays, point-of-care clinical diagnostics, DNA sequencing, and other laboratory procedures in laboratory experiments due to its flexible application and low fabrication cost and further for the development of instruments. As being applied for these safe-critical applications, on-line testing methods are required to ensure robust DMFB operation and high confidence in the outcome of experiments. Prior work on DMFB testing paid little attention to on-line testing which test droplet will also work during bioassay, but it's necessary and important because some defects may manifest during field operation. So we proposed a new heuristic way by improved ant colony algorithm (IACA) to get the optimal routing path under fluidic constraints. Both static and dynamic fluidic constraints are considered in our testing method. The simulation results showed our method is convergent and could be applied in various operations to reduce about 5% testing time.
机译:数字微流控生物芯片(DMFB)由于其灵活的应用和较低的制造成本以及进一步用于仪器开发,是用于免疫分析,即时临床诊断,DNA测序和实验室实验中其他实验室程序的一个有吸引力的平台。由于被用于这些对安全至关重要的应用,因此需要在线测试方法以确保鲁棒的DMFB操作和对实验结果的高度信心。之前进行DMFB测试的工作很少关注在线测试,该测试滴在生物测定中也可以使用,但是这是必要且重要的,因为在现场操作过程中可能会发现一些缺陷。因此,我们提出了一种改进的蚁群算法(IACA)启发式的新方法,以获得在流体约束下的最优路由路径。我们的测试方法考虑了静态和动态流体约束。仿真结果表明我们的方法是收敛的,可以应用于各种操作中,以减少大约5%的测试时间。

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