TY - GEN
T1 - Optimal incentive design for distributed stabilizing control of nonlinear dynamic networks
AU - Kim, Hunmin
AU - Zhu, Minghui
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/2/8
Y1 - 2015/2/8
N2 - In many dynamic networks, control authorities seek for heterogeneous and even partially conflicting subobjectives. The misaligned interests threaten reliability of dynamic networks and degrade their operating performance. In this paper, we focus on design and analysis of mechanisms where a system operator provides a reward to incentivize control authorities to implement distributed stabilizing controllers. The proposed mechanisms are based on a bidding scheme where the bid of each control authority is represented by a newly derived local stability index. The mechanism induces a non-cooperative game between local control authorities while minimizing disclosures of their private information. By perturbing the game, we design an optimal incentive mechanism where the system operator can ensure network-wide stability and simultaneously maximize a social welfare while minimizing the reward size and perturbations.
AB - In many dynamic networks, control authorities seek for heterogeneous and even partially conflicting subobjectives. The misaligned interests threaten reliability of dynamic networks and degrade their operating performance. In this paper, we focus on design and analysis of mechanisms where a system operator provides a reward to incentivize control authorities to implement distributed stabilizing controllers. The proposed mechanisms are based on a bidding scheme where the bid of each control authority is represented by a newly derived local stability index. The mechanism induces a non-cooperative game between local control authorities while minimizing disclosures of their private information. By perturbing the game, we design an optimal incentive mechanism where the system operator can ensure network-wide stability and simultaneously maximize a social welfare while minimizing the reward size and perturbations.
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U2 - 10.1109/CDC.2015.7402548
DO - 10.1109/CDC.2015.7402548
M3 - Conference contribution
AN - SCOPUS:84962034550
T3 - Proceedings of the IEEE Conference on Decision and Control
SP - 2289
EP - 2294
BT - 54rd IEEE Conference on Decision and Control,CDC 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 54th IEEE Conference on Decision and Control, CDC 2015
Y2 - 15 December 2015 through 18 December 2015
ER -