Ant Colony Optimization Based Droplet Routing Technique in Digital Microfluidic Biochip

Indrajit Pan, P. Dasgupta, H. Rahaman, T. Samanta
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引用次数: 18

Abstract

Digital micro fluidic biochip $(DMFB)$ has gained much importance in recent times, which supports various on chip biological sample analysis. The analysis is performed on a two dimensional micro array. Significant researches are going on for high performance droplet routing in DMFB using computer aided design ($CAD$) techniques. This paper proposes a bio inspired multi objective optimization technique for multiple droplet routing in single source-single destination net (two pin net) and also for dual source - single destination net (three pin net). Our proposed method is based on ant colony optimization $(ACO)$ technique that optimizes the number of electrode usage and routing completion time simultaneously. We run our algorithm on in-vitro, and some other existing benchmarks, and experimental results show improvement in most of the cases.
基于蚁群优化的数字微流控生物芯片液滴路径技术
数字微流控生物芯片(DMFB)支持多种片上生物样品分析,近年来得到越来越多的重视。分析是在二维微阵列上进行的。利用计算机辅助设计($CAD$)技术在DMFB中进行高性能液滴路由的重要研究。针对单源-单目的网络(二引脚网)和双源-单目的网络(三引脚网)中的多液滴路由问题,提出了一种仿生多目标优化技术。我们提出的方法是基于蚁群优化技术,同时优化电极使用数量和布线完成时间。我们在体外和其他一些现有的基准上运行了我们的算法,实验结果表明大多数情况下都有所改善。
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