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Numerical Method for the Approximation of Reachable Sets of Control Systems with Integral Constraints
by
Emrah Akyar
Anadolu University, Eskisehir
Coauthors: Kh.G. Guseinov, Orhan Ozer
Suppose the following conditions are verified.
A) the functions f(t, x) and B(t, x) are continuous
on (t, x) and locally Lipschitz on x, i.e.
||f(t, x*)-f(t, x*)|| <= L1(D)||x*-x*||, ||B(t, x*)-B(t, x*)|| <= L2(D)||x*-x*||
where D subset T ×Rn is an arbitrary bounded domain,
(t, xi) in D, Li(D)=const, i=1, 2,
||·|| is the Euclidean norm.
B) there exist constants ci in [0, \infty), i=1, 2 such that
||f(t, x)|| <= c1(1+||x ||),
||B(t, x)|| <= c2(1+ ||x ||)
for every (t, x) in [t0, \theta] ×Rn.
Every function u(·) in Lp[t0, \theta],
satisfying the inequality (2) is said to be an admissible control
function.
By the symbol U we denote the set of all admissible control functions
u(·). By the symbol X(t0, x0)
we denote the totality of all solutions of the system (1), generated by
admissible control functions u(·) in U. We set
X(t;t0, x0)={ x(t) in Rn: x(·) in X(t0, x0)},
Z(t0, x0)={ (t, x(t)) in [t0, \theta] ×Rn : x(·) in X(t0, x0) }.
X(t;t0, x0) is called the reachable set of the control system (1)
at the time moment t under restriction (2).
It is possible to prove that there exists a bounded domain
D subset [t0, \theta] ×Rn such that Z(t0, x0) subset D. Let H in (0, \infty) be a given number,
\Gamma = { t0 < t1 < ... < tN-1 < tN=\theta}
be a partition of the segment [t0, \theta], where
\Delta = (ti+1-ti)=(\theta-t0)/N, i=0, 1, ..., N-1, and
\Gamma*={ 0=y0 < y1 < ... < yr=H } be a partition of the
segment [0, H] where yj+1-yj=[ H/r]=\Delta*, j=0, 1, ..., r-1. Let S={ u in Rm : ||u|| = 1 } - be a unit
sphere of the space Rm, \Lambda = { s0, s1, ... , sk }
be a finite \delta - lattice of the sphere S, where \delta > 0 -
is a given number.
By the symbol Z(\theta;t0, x0) we denote the set of points
z(tN), calculated by formula
Theorem. For any \epsilon > 0 there exist H > 0, \Delta > 0, \Delta* > 0, \delta > 0 such that
References
[1] Guseinov, Kh.G., Neznakhin, A. A. and Ushakov, V. N.
Approximate Construction of Attainability Sets of Control Systems with
Integral Constraints on Control, J. Appl. Math. Mechs., 1999, 63, 557-567.
[2] Guseinov, Kh. G., Orhan Ozer and Emrah Akyar, On the Properties
of the Reachable Sets of the Nonlinear Control Systems with Integral
Constraints on Control, Accepted by the 9th Mediterranean Conference
on Control and Automation, June 27-29, 2001, Dubrovnik, Croatia.
Date received: June 8, 2001 Copyright © 2001 by the author(s).
The author(s) of this document and the organizers of the conference
have granted their consent to include this abstract in
Atlas Conferences Inc.
Document # cagx-16.
This Research was supported by the Anadolu University Research
Foundation.
A numerical method for building the reachable sets of control system is
considered in [1, 2]. The behaviour of the system is described by a
differential equation
where x in Rn, u in Rm - is a control vector,
f(t, x) - is a n - dimension vector function,
B(t, x) - is a n×m - dimension matrix function.
Assume that the realization u(t), t in [t0, \theta],
of control u satisfies the restriction
=f(t, x)+B(t, x)u, x(t0)=x0, (1)
ó
õ
\theta
t0
||u(t)||p dt <= \mu*p, \mu* >= 0, p > 1. (2)
z(ti+1)=z(ti)+\Delta[f(ti, z(ti))+B(ti, z(ti))y(ji) s(li)],
where for the scalar variables y(j0), y(j1), ... , y(jN-1)
the inequalities
z(t0)=x(t0)=x0, y(ji) in \Gamma*, y(li) in \Lambda, i=0, 1, ..., N-1,
are verified. Let \alpha(·, ·) be the Hausdorff distance.
The following theorem is proved.
\Delta·
N-1
å
i=0
y(ji)p <= \mu*p, 0 <= y(ji) <= H, i=0, 1, ..., N-1
\alpha(X(\theta;t0, x0), Z(\theta;t0, x0)) <= \epsilon