Skip to main content

Linear Quadratic Models

  • Chapter
  • First Online:
Mean Field Games and Mean Field Type Control Theory

Part of the book series: SpringerBriefs in Mathematics ((BRIEFSMATH))

Abstract

The linear quadratic model has been developed in [10]. See also [2, 20, 22]. We highlight here the results. We take

$$\displaystyle\begin{array}{rcl} f(x,m,v)& =& \dfrac{1} {2}\left [{x}^{{\ast}}Qx + {v}^{{\ast}}Rv +{ \left (x - S\int \xi m(\xi )d\xi \right )}^{{\ast}}\bar{Q}\left (x - S\int \xi m(\xi )d\xi \right )\right ]{}\end{array}$$
(6.1)
$$\displaystyle\begin{array}{rcl} g(x,m,v)& = Ax +\bar{ A}\int \xi m(\xi )d\xi + Bv&{}\end{array}$$
(6.2)
$$\displaystyle\begin{array}{rcl} h(x,m)& = \dfrac{1} {2}\left [{x}^{{\ast}}Q_{T}x +{ \left (x - S_{T}\int \xi m(\xi )d\xi \right )}^{{\ast}}\bar{Q_{T}}\left (x - S_{T}\int \xi m(\xi )d\xi \right )\right ].&{}\end{array}$$
(6.3)

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 59.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 79.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Bardi, M. (2011). Explicit solutions of some linear-quadratic mean field games. Networks and Heterogeneous Media, 7(2), 243–261 (2012)

    Google Scholar 

  2. Bensoussan, A., Sung, K.C.J., Yam, S.C.P., Yung, S.P. (2011). Linear-quadratic mean field games. Technical report.

    Google Scholar 

  3. Huang, M., Malhamé, R. P., Caines, P. E. (2006). Large population stochastic dynamic games: closed-loop MCKean-Vlasov systems and the nash certainty equivalence principle. Communications in Information and Systems, 6(3), 221–252.

    Article  MathSciNet  MATH  Google Scholar 

  4. Huang, M., Caines, P. E., Malhamé, R. P. (2007). An invariance principle in large population stochastic dynamic games. Journal of Systems Science and Complexity, 20(2), 162–172.

    Article  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Alain Bensoussan, Jens Frehse, Phillip Yam

About this chapter

Cite this chapter

Bensoussan, A., Frehse, J., Yam, P. (2013). Linear Quadratic Models. In: Mean Field Games and Mean Field Type Control Theory. SpringerBriefs in Mathematics. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-8508-7_6

Download citation

Publish with us

Policies and ethics