Information

Please see here for detailed information in numerical examples of the following paper.
An integer programming approach to optimal control problems in context-sensitive probabilistic Boolean networks,
Automatica, Vol. 47, No. 6, pp. 1260-1264 (2011)

Position

Assistant Professor,
Systems Science Laboratory,
Theoretical Information Science Area,
Department of Information Science,
School of Information Science,
Japan Advanced Institute of Science and Technology (JAIST)

Contact

Address: 1-1 Asahidai, Nomi, Ishikawa, Japan (Zip-code 923-1292)
E-mail: k-kobaya_at_jaist.ac.jp (Please replace _at_ to @)

Biography

Koichi Kobayashi was born in Tokyo, Japan, in 1975. He received the B.E. and M.E. degrees in engineering from Hosei University, Japan in 1998 and 2000, respectively. Furthermore, he received the D.E. degree in engineering from Tokyo Institute of Technology, Japan in 2007. From 2000 to 2004, he worked at Nippon Steel Corporation. Since 2007, he has been with the School of Information Science, Japan Advanced Institute of Science and Technology (JAIST), where he is currently an assistant professor. His research interests include computational methods for analysis and control of complex dynamical systems such as hybrid systems, biological systems, and networked systems. He received the following academic awards:
      Young Author Award from the Society of Instrument and Control Engineers (SICE) in 2007,
      Best Paper Award from the Institute of Systems, Control and Information Engineers (ISCIE) in 2007,
      Best Paper Award and Takeda Award from the Society of Instrument and Control Engineers (SICE) in 2007.

Journal Articles

[09]  


Koichi Kobayashi and Kunihiko Hiraishi:
Application of Interval Methods to Sampled-Data Control of Uncertain Piecewise Affine Systems,
SICE Journal of Control, Measurement, and System Integration, Vol. 5, No. X, pp. XXX-XXX (2012) (Accepted)

[08]  


Koichi Kobayashi and Kunihiko Hiraishi:
Optimization-Based Synthesis of Self-Triggered Controllers for Networked Systems,
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol. E95-A, No. 4, pp. 691-696 (2012)

[07]  


Koichi Kobayashi, Jun-ichi Imura, and Kunihiko Hiraishi:
Stabilization of Finite Automata with Application to Hybrid Systems Control,
Discrete Event Dynamic Systems: Theory and Applications, Vol. 21, No. 4, pp. 519-545 (2011)

[06]  


Koichi Kobayashi and Kunihiko Hiraishi:
An integer programming approach to optimal control problems in context-sensitive probabilistic Boolean networks,
Automatica, Vol. 47, No. 6, pp. 1260-1264 (2011)   detailed information in numerical examples

[05]  


Koichi Kobayashi and Kunihiko Hiraishi:
Mixed-Integer-Programming-Based Approach to Optimal Design of Networked Control Systems,
SICE Journal of Control, Measurement, and System Integration, Vol. 4, No. 3, pp. 243-248 (2011)

[04]  


Koichi Kobayashi, Jun-ichi Imura, and Kunihiko Hiraishi:
Polynomial-Time Algorithm for Controllability Test of a Class of Boolean Biological Networks,
EURASIP Journal on Bioinformatics and Systems Biology, Vol. 2010, Article ID 210685, 12 pages (2010)   Link

[03]  


Koichi Kobayashi and Kunihiko Hiraishi:
MLD-Based Modeling of Hybrid Systems with Parameter Uncertainty,
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol. E92-A, No. 11, pp. 2745-2754 (2009)

[02]  


Koichi Kobayashi, Kunihiko Hiraishi, and Nguyen Van Tang:
Approximate Algorithm for Hybrid Model Predictive Control with Time-Varying Reference,
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol. E92-A, No. 8, pp. 2046-2052 (2009)

[01]  


Koichi Kobayashi and Kunihiko Hiraishi:
Graph-Switching Based Modeling of Mode Transition Constraints for Model Predictive Control of Hybrid Systems,
SICE Journal of Control, Measurement, and System Integration, Vol. 1, No. 5, pp. 376-382 (2008)

Book Chapters

[01]  



Koichi Kobayashi and Jun-ichi Imura:
Minimality of Finite Automata Representation in Hybrid Systems Control,
Hybrid Systems: Computation and Control (Proc. of the 10th International Conference on Hybrid Systems: Computation and Control, Pisa),
Lecture Notes in Computer Science 4416, pp. 343-356, Springer (2007)

Refereed Conference Proceedings

[26]  


Koichi Kobayashi and Kunihiko Hiraishi:
On Opacity and Diagnosability in Discrete Event Systems Modeled by Pushdown Automata,
8th IEEE International Conference on Automation Science and Engineering, Seoul (2012) (Accepted)

[25]  


Koichi Kobayashi and Kunihiko Hiraishi:
Probabilistic Control of Boolean Networks with Multiple Dynamics: Towards Control of Gene Regulatory Networks,
Proc. of 50th IEEE Conference on Decision and Control and European Control Conference, pp. 4371-4376, Orlando (2011)

[24]  


Koichi Kobayashi, Koichiro Matou, and Kunihiko Hiraishi:
Optimal Control of a Class of Stochastic Hybrid Systems with Probabilistic Constraints,
Proc. of 50th IEEE Conference on Decision and Control and European Control Conference, pp. 3307-3312, Orlando (2011)

[23]  


Koichi Kobayashi and Kunihiko Hiraishi:
A Symbolic Approach to Probabilistic Verification of Boolean Networks,
Proc. of the 37th Annual Conference of the IEEE Industrial Electronics Society, pp. 3635-3640, Melbourne (2011)

[22]  


Koichi Kobayashi and Kunihiko Hiraishi:
Optimal Sampled-Data Control of Piecewise Affine Systems with Parameter Uncertainty,
Proc. of the SICE Annual Conference 2011, pp. 605-607, Tokyo (2011)

[21]  


Koichi Kobayashi and Kunihiko Hiraishi:
Optimal Control of a Class of Networked Systems Based on MLD Framework,
Proc. of the 18th IFAC World Congress, pp. 66-71, Milano (2011)

[20]  


Koichi Kobayashi and Kunihiko Hiraishi:
Optimal Control of Asynchronous Boolean Networks Modeled by Petri Nets,
Proc. of the International Workshop on Biological Processes & Petri Nets, pp. 7-20, Newcastle upon Tyne (2011)

[19]  


Koichi Kobayashi and Kunihiko Hiraishi:
Optimal Control of Context-Sensitive Probabilistic Boolean Networks Using Integer Programming,
Proc. of the 49th IEEE Conference on Decision and Control, pp. 7507-7512, Atlanta (2010)

[18]  


Koichi Kobayashi and Kunihiko Hiraishi:
MLD-Based Modeling and MPC of Discrete-Time Hybrid Systems with Stochastic Mode Transitions,
Proc. of the 19th IEEE Conference on Control Applications (as a part of 2010 MSC), pp. 1331-1336, Yokohama (2010)

[17]  


Koichi Kobayashi and Kunihiko Hiraishi:
Reachability Analysis of Probabilistic Boolean Networks using Model Checking,
Proc. of the SICE Annual Conference 2010, pp. 829-832, Taipei (2010)

[16]  


Koichi Kobayashi and Jun-ichi Imura:
Free-Variable Analysis of Finite Automata Representations for Hybrid Systems Control,
Proc. of the 19th International Symposium on Mathematical Theory of Networks and Systems, pp. 483-488, Budapest (2010)

[15]  


Koichi Kobayashi and Kunihiko Hiraishi:
An Integer Programming Approach to Control Problems in Probabilistic Boolean Networks,
Proc. of the 2010 American Control Conference, pp. 6710-6715, Baltimore (2010)

[14]  


Koichi Kobayashi and Jun-ichi Imura:
Stabilization of Deterministic Finite Automata Based on Linear State Equation Representation,
Proc. of the European Control Conference 2009, pp. 4368-4373, Budapest (2009)

[13]  


Koichi Kobayashi, Jun-ichi Imura, and Kunihiko Hiraishi:
Stabilizing Model Predictive Control of Hybrid Systems with Discrete Dynamics,
Proc. of the ICROS-SICE International Joint Conference 2009, pp. 4831-4836, Fukuoka (2009)

[12]  


Koichi Kobayashi and Jun-ichi Imura:
Observability Analysis of Boolean Networks with Biological Applications,
Proc. of the ICROS-SICE International Joint Conference 2009, pp. 4393-4396, Fukuoka (2009)

[11]  


Kunihiko Hiraishi and Koichi Kobayashi:
A Faster Approximation Technique for Predicate Abstraction of Hybrid Systems,
Proc. of the ICROS-SICE International Joint Conference 2009, pp. 1717-1721, Fukuoka (2009)

[10]  


Koichi Kobayashi and Kunihiko Hiraishi:
Analysis and Control of Hybrid Systems with Parameter Uncertainty Based on Interval Methods,
Proc. of the 2009 American Control Conference, pp. 3632-3637, St. Louis (2009)

[09]  


Koichi Kobayashi, Jun-ichi Imura, and Kunihiko Hiraishi:
Polynomial-Time Controllability Analysis of Boolean Networks,
Proc. of the 2009 American Control Conference, pp. 1694-1699, St. Louis (2009)

[08]  


Koichi Kobayashi and Kunihiko Hiraishi:
Explicit Modeling of Mode Transition Constraints for Model Predictive Control,
Proc. of the SICE Annual Conference 2008, pp. 1569-1574, Chofu (2008)

[07]  


Koichi Kobayashi, Nguyen Van Tang, and Kunihiko Hiraishi:
On-line and Off-line Based Approximation Algorithm for Model Predictive Control of Hybrid Systems,
Proc. of the 23rd International Technical Conference on Circuits/Systems, Computers and Communications, pp. 913-916, Shimonoseki (2008)

[06]  


Koichi Kobayashi and Jun-ichi Imura:
Model Predictive Control of Directed-Graph type Hybrid Systems,
Proc. of the 46th IEEE Conference on Decision and Control, pp. 3196-3201, New Orleans (2007)

[05]  


Koichi Kobayashi and Jun-ichi Imura:
Time-Sequence Based Modeling of Finite Automata in Model Predictive Control of Hybrid Systems,
Proc. of the 2007 American Control Conference, pp. 4186-4191, New York City (2007)

[04]  


Koichi Kobayashi and Jun-ichi Imura:
Minimal Representation of Finite Automata for Hybrid Systems Control,
Proc. of the 45th IEEE Conference on Decision and Control, pp. 930-935, San Diego (2006)

[03]  


Koichi Kobayashi and Jun-ichi Imura:
Efficient Modeling of Piecewise Affine Systems in Model Predictive Control,
Proc. of the SICE-ICASE International Joint Conference 2006, pp. 5120-5123, Busan (2006)

[02]  


Koichi Kobayashi and Jun-ichi Imura:
Modeling of Discrete Dynamics for Computational Time Reduction of Model Predictive Control,
Proc. of the 17th International Symposium on Mathematical Theory of Networks and Systems, pp. 628-633, Kyoto (2006)

[01]  


Koichi Kobayashi and Jun-ichi Imura:
System Representation for Logical Dynamics via a Descriptor Form,
Proc. of the SICE Annual Conference 2005, pp. 2041-2044, Okayama (2005)

Other Talks

[01]  


Koichi Kobayashi:
Computation Time Reduction Techniques for Model Predictive Control of Hybrid Systems,
14th International Conference on Applications of Computer Algebra, Hagenberg i. M. (2008) (Non-Reviewed)



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