@incollection{, D7BB6DFD64EF4759C14A3B0B0473DFDD , author={{Dr. TatianaIlkova} and {Dr. MitkoPetrov} and {Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences}}, journal={{Global Journal of Medical Research}}, journal={{GJMR}}2249-46180975-588810.34257/GJMR, address={Cambridge, United States}, publisher={Global Journals Organisation}1145560 } @book{b0, , title={{Neuro-dynamic programming}} , author={{ DBertsekas } and { JTsitsiklis }} , year={1996} , publisher={Athena Scientific Belmont} , address={Massachusetts} } @incollection{b1, , title={{Integrating guidance intro relational reinforcement learning}} , author={{ KDriessens } and { SDzeroski }} , booktitle={{Machine Learning}} , year={2004} 57 } @incollection{b2, , title={{Real-time learning and control using asynchronous dynamic programming}} , author={{ AGBarto } and { SJ&bradtke } and { SPSingh }} , journal={{Artificial Intelligence}} 72 , year={1995} } @incollection{b3, , title={{Learning to predict by the methods of temporal differences}} , author={{ RSSutton }} , booktitle={{Machine Learning}} , year={1988} 3 } @incollection{b4, , title={{Simulation based strategy for nonlinear optimal control: application to a microbial cell reactor}} , author={{ NSKaisare } and { JMLee } and { JHLee }} , journal={{International Journal of Robust and Nonlinear Control}} 13 , year={2003} } @book{b5, , title={{Dynamic and neurodynamic optimization of a fed-batch fermentation process. Lecture Notes in Artifical Intelligence}} , author={{ TIlkova } and { MPetrov }} , year={2008} 5253 } @incollection{b6, , title={{L-Lysine fermentation}} , author={{ SAnastassiadis }} , journal={{Recent patents on biotechnology}} 1 , year={2007} } @book{b7, , title={{A multi-scale approach to fed-batch bioreactor control}} , author={{ ASoni }} , year={2002} , publisher={University of Pittsburgh Press} , address={Pennsylvania} } @incollection{b8, , title={{Hierarchical Multiscale model-based design of experiments, catalysts and reactors for fuel processing}} , author={{ DGVlachos } and { ABMhadeshwar } and { NSKaisare }} , journal={{Computer & Chemical Engineering}} 30 , year={2006} } @incollection{b9, , title={{Choice of approximator and design of penalty function for an approximate dynamic programming based control approach}} , author={{ JMLee } and { NSKaisare } and { JHLee }} , journal={{Journal of Process Control}} 16 , year={2006} } @incollection{b10, , title={{Neural Network model-based on-line re-optimisation control of fedbatch processes using a modified iterative dynamic programming algorithm}} , author={{ ZhXiong } and { JZhang }} , journal={{Chemical Engineering and Processing}} 44 , year={2005} }