Reachability Under Uncertainty

نویسندگان

  • A. B. Kurzhanski
  • P. Varaiya
چکیده

The paper studies the problem of reachability for linear systems in the presence of uncertain (unknown but bounded) input disturbances, which may also be interpreted as the action of an adversary in a gametheoretic setting. It defines possible notions of reachability under uncertainty emphasizing the differences between open-loop and closed-loop control. Solution schemes for calculating reachability sets are indicated. The situation when observations arrive at given isolated instances of time leads to problems of anticipative (maxmin) and nonanticipative (minmax) piecewise open-loop control with corrections and to corresponding notions of reachability. As the number of corrections tends to infinity, one comes in both cases to reachability under nonanticipative feedback control. It is shown that the closed-loop reach sets under uncertainty may be found through a solution of the forward Hamilton-Jacobi-Bellman-Isaacs (HJBI) equation.The basic relations are derived through the investigation of superpositions of value functions for appropriate sequential maxmin or minmax problems of control.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

On Reachability Under Uncertainty

The paper studies the problem of reachability for linear systems in the presence of uncertain input disturbances that may also be interpreted as the action of an adversary in a game-theoretic setting. It emphasizes the differences between reachability under open-loop and closed-loop control. The situation when observations arrive at given isolated instances of time, leads to problems of anticip...

متن کامل

SCALABLE PLANNING UNDER UNCERTAINTY by

Autonomous agents that act in the real-world can often improve their success by capturing the uncertainty that arises because of their imperfect knowledge and potentially faulty actions. By making plans robust to uncertainty, agents can be prepared to counteract plan failure or act upon information that becomes available during plan execution. Such robust plans are valuable, but are often diffi...

متن کامل

On Optimal Scheduling under Uncertainty

In this work we treat the problem of scheduling under two types of temporal uncertainty, setbased and probabilistic. For the former we define appropriate optimality criteria and develop an algorithm for finding optimal scheduling strategies using a backward reachability algorithm for timed automata. For probabilistic uncertainty we define and solve a special case of continuoustime Markov Decisi...

متن کامل

Planning under uncertainty for extended reachability goals

Planning under uncertainty has being increasingly demanded for practical applications in several areas that require reliable solutions for complex goals and, therefore, some approaches for automatic plan synthesis based on formal methods have been proposed in AI Planning. Among these approaches, planning based on model checking seems to be a very attractive one, however, it is mainly based on c...

متن کامل

REACHABILITY UNDER UNCERTAINTY and MEASUREMENT NOISE

This report deals with the problem of reachability under unknown but bounded disturbances and piecewise open-loop controls which may be feedback-corrected at isolated “points of correction”. It is presumed that there are hard bounds on the controls and the unknown but bounded items. The open-loop controls are reassigned at prespecified points of correction on the basis of additional information...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2002