- Polycarpou and P. Ioannou, “Stable Nonlinear System Identification Using Neural Network Models,”
*Neural Networks in Robotics*, pp. 147-164, Eds. G. Bekey and K. Goldberg, Kluwer Academic Publishers, 1993. - Johansen and M. Polycarpou, Stable Adaptive Control of a General Class of Nonlinear Systems,”
*Neural Adaptive Control Technology*, pp. 177-204, Eds. R. Zbikowski and K. Hunt, World Scientific, 1996. - Polycarpou, “On-Line Approximators for Nonlinear System Identification: A Unified Approach,”
*Control and Dynamic Systems: Neural Network Systems Techniques and Applications*, vol. 7, pp. 191-230, Ed. C. Leondes, Academic Press, 1998. - Farrell and M. Polycarpou, “Neural, Fuzzy, and Approximation-Based Control,”
*Perspectives in Control Engineering: Technologies, Applications, and New Directions*, pp. 134-164, Ed. T. Samad, IEEE Press, 2001. - Demetriou and M. Polycarpou, “On-line Fault Detection, Diagnosis, Isolation and Accommodation of Dynamical Systems with Actuator Failures.”
*Adaptive Control of Nonsmooth Dynamic Systems*, pp. 85-110, Eds. G. Tao and F. Lewis, Springer-Verlag, 2001. - Passino, M. Polycarpou, D. Jacques, M. Pachter, Y. Liu,
*Y. Yang, M. Flint*and M. Baum, “Cooperative Control for Autonomous Air Vehicles,” Chapter 12 in*Cooperative Control and Optimization*, pp. 233-271, Eds. R. Murphey and P. Pardalos, Kluwer Academic Publishers, 2002. - Polycarpou,
*Y. Yang*, Y. Liu and K. Passino, “Cooperative Control Design for Uninhabited Air Vehicles,” Chapter 13 in*Cooperative Control:**Models, Applications and Algorithms*, pp. 283-321, Eds. S. Butenko, R. Murphey and P. Pardalos, Kluwer Academic Publishers, 2003. - Farrell, M. Sharma and M. Polycarpou, “Online Approximation-Based Aircraft State Estimation,” Chapter 11 in
*Stability and Control of Dynamical Systems with Applications,*pp. 215-232, Eds. D. Liu and P. Antsaklis, Birkhauser, 2003. *Jin*, M. Polycarpou and A. Minai, “Cooperative Real-Time Task Allocation Among Groups of UAV’s,” Chapter 12 in*Recent Developments in Cooperative Control and Optimization*, pp. 207-224, Eds. S. Butenko, R. Murphey and P. Pardalos, Kluwer Academic Publishers, 2004.*Maddula*, A. Minai and M. Polycarpou, “Multi-Target Assignment and Path Planning for Groups of UAVs,” Chapter 15 in*Recent Developments in Cooperative Control and Optimization*, pp. 261-272, Eds. S. Butenko, R. Murphey and P. Pardalos, Kluwer Academic Publishers, 2004.- Kyriakides and M. Polycarpou, “Short Term Electric Load Forecasting: A Tutorial,” Chapter 16 in
*Trends in Neural Computation*, pp. 391-418, Eds. Ke Chen and Lipo Wang, Springer-Verlag, 2007. - Polycarpou and J. Farrell, “Neural Control,” Chapter 56 in
*The Control System Advanced Methods Handbook*, 2^{nd}edition, pp. 56-1 – 56-20, Ed. W. Levine, CRC Press, 2011. - Ellinas, C. Panayiotou, E. Kyriakides and M. Polycarpou, “Critical Infrastructure Systems: Basic Principles of Monitoring, Control and Security,” Chapter 1
*in Intelligent Monitoring, Control and Security of Critical Infrastructure Systems*, pp. 1-30, Ed. E. Kyriakides and M. Polycarpou, Springer, 2015. - Timotheou, C. Panayiotou and M. Polycarpou, “Transportation Systems: Monitoring, Control and Security,” Chapter 5
*in Intelligent Monitoring, Control and Security of Critical Infrastructure Systems*, pp. 125-166, Ed. E. Kyriakides and M. Polycarpou, Springer, 2015. - Kyriakides and M. Polycarpou, “Conclusions” Chapter 13
*in Intelligent Monitoring, Control and Security of Critical Infrastructure Systems*, pp. 355-359, Ed. E. Kyriakides and M. Polycarpou, Springer, 2015. - 16. F. Boem, C. Keliris, T. Parisini and M. Polycarpou, “Fault Diagnosis for Uncertain Systems”
*in Uncertainty in Networked Systems – in tribute to Roberto Tempo*, Ed. T. Basar, Springer, 2018 (to appear).