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学术讲座——Global optimization problems in optimal control modeling of cell division
Speaker:Musa Mammadov

Title: Global optimization problems in optimal control modeling of cell division

时间:2013年12月20日 下午3:30

地点:集贤楼402室

Abstract:
    In this talk, we discuss some issues related to solving a special class of discrete global optimization problems that arise in optimal control modelling of cell division process. Such optimal control formulations describing cell division dynamics is developed by considering a small number of founder cells ``sharing" the same environment. It assumes the existence of an into-cellular mechanism that controls all further divisions after activation of founder cells. This mechanism follows several multi-criteria objectives within predefined constraints. Numerical results are presented based on a recent data from “E. D. Hawkins, J. F. Markham, L. P. McGuinness, P. D. Hodgkin, Proc. Natl. Acad. Sci. U.S.A.106, 13457 (2009).”

Bio:
    Dr. Musa Mammadov is a Senior Research Fellow at the School of SITE, University of Ballarat.
    He is a member of Control and Signal Processing group in the National ICT Australia (NICTA). Mammadov holds PhD degrees in Mathematics (St-Petersburg State University, Russia) and in Mathematics and IT (University of Ballarat, Australia).
    The main research areas include Optimal Control Theory, Global Optimization, Data Mining and applications.
    He is the author of several innovative methods and commercial software, including global optimization method DSO (http://www.ganso.com.au), an approach for adverse drug reactions (Datascreen Pty Ltd), a unique method for measuring the efficiency of commercial office space. He has published more than 100 research papers.