Information-theoretic limits of control

Citation
H. Touchette et S. Lloyd, Information-theoretic limits of control, PHYS REV L, 84(6), 2000, pp. 1156-1159
Citations number
24
Categorie Soggetti
Physics
Journal title
PHYSICAL REVIEW LETTERS
ISSN journal
00319007 → ACNP
Volume
84
Issue
6
Year of publication
2000
Pages
1156 - 1159
Database
ISI
SICI code
0031-9007(20000207)84:6<1156:ILOC>2.0.ZU;2-Q
Abstract
Fundamental limits on the controllability of physical systems are discussed in the light of information theory. It is shown that the second law of the rmodynamics, when generalized to include information, sets absolute limits to the minimum amount of dissipation required by open-loop control. In addi tion. an information-theoretic analysis of control systems shows feedback c ontrol to be aero sum game: each bit of information gathered from a dynamic al system by a control device can serve to decrease the entropy of that sys tem by at most one bit additional to the reduction of entropy attainable wi thout such information. Consequences for the control of discrete state syst ems and chaotic maps are discussed.