화학공학소재연구정보센터
학회 한국화학공학회
학술대회 2006년 가을 (10/27 ~ 10/28, 고려대학교)
권호 12권 2호, p.1466
발표분야 공정시스템
제목 Parameter estimation of biochemical reaction networks by variational calculus
초록 An accurate identification of dynamic model is essential task for an analysis of complex biological system. Unfortunately kinetic parameters of biological reactions are inexact in many case, parameter estimation using experimental data is strongly required. The objective function for parameter estimation relates differences between model prediction and experimental data, this optimization problem is formulated as calculating the parameter set to minimize functional and can be solved by method of variational calculus. In this work, an algorithm for parameter estimation was proposed with variational calculus approach and tested with some biological reactions.
저자 양경원, 이태용
소속 한국과학기술원
키워드 parameter estimation; variational calculus; biological system
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