標題: | Reactant Minimization for Multi-Target Sample Preparation on Digital Microfluidic Biochips using Network Flow Models |
作者: | Fan, Kang-Yi Yamashita, Shigcru Huang, Juinn-Dar 電子工程學系及電子研究所 Department of Electronics Engineering and Institute of Electronics |
公開日期: | 1-Jan-2019 |
摘要: | Sample preparation is one of those fundamental processes in biochemical reactions. In order to obtain target concentrations properly, raw reactants are processed through a series of dilution operations. Since some rare reactants, such as infant blood or DNA evidence from a crime scene, are extremely difficult to acquire, it is important to minimize their consumption and waste during sample preparation. In this paper, we propose a multi target sample preparation algorithm for reactant minimization on digital microfluidic biochips. Given a set of target concentrations, the proposed method first converts the reactant minimization problem into a network flow model, and then solves it through integer linear programming (ILP) accordingly. Experimental results demonstrate that our new algorithm can reduce the reactant consumption by up to 31% as compared with the current state-of-the-art. |
URI: | http://hdl.handle.net/11536/152565 |
ISBN: | 978-1-7281-0655-7 |
ISSN: | 2474-2724 |
期刊: | 2019 INTERNATIONAL SYMPOSIUM ON VLSI DESIGN, AUTOMATION AND TEST (VLSI-DAT) |
起始頁: | 0 |
結束頁: | 0 |
Appears in Collections: | Conferences Paper |