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Evacuation

Robots start at the centre of a disk (or a polygon) and must all leave through an exit at an unknown point of the boundary, as fast as possible.

Problem statement and measuresexpand

\(k\) unit-speed robots start together at the centre of a unit disk (or at the centroid, or at a given point of the boundary, of a unit equilateral triangle or square). An exit lies at an unknown point of the boundary; a robot recognises it only on reaching it. Time is the worst case, over exit positions, of the time until the last robot reaches the exit (in priority evacuation, where one robot is the queen: until the queen does; in weighted evacuation of two robots, a weighted average of their arrival times; in search, until a non-faulty robot has reached the exit and every non-faulty robot knows where it is).

Measures: Evacuation time, worst-case time until the last robot (or the queen) reaches the exit, or the weighted average or search time where the goal says so; unit disk, unit speed.

Three wireless robots, one Byzantine

verified
Evacuation time: polynomial gap

With one Byzantine robot among three: between \(\approx 5.948\) and \(\approx 6.921\).

Assumed (added on the last edge are outlined)

+Domainunit disk, start at the centre+Number of robotsthree robots+Communicationwireless: instant communication at any distance+Speedsall robots have the same unit speed

Not assumed

Goalevery robot must reach the exitExitsone exitFaultsup to \(f\) Byzantine robots (may lie or stay silent)Randomnessdeterministic
Formal definitions of this setting
Domain: disk
The unit disk; robots start at its centre; the exit is a point of the boundary circle.
Number of robots: three robots
Three robots.
Goal: all robots
The task ends when the last robot reaches the exit.
Exits: one exit
One exit, at an unknown point of the boundary.
Communication: wireless
Wireless: every robot can send messages to every other robot instantly at any distance.
Faults: Byzantine
Up to \(f\) robots may lie: stay silent when they find the target, or claim to have found it where it is not.
Speeds: equal speeds
All robots move at most at unit speed.
Randomness: deterministic
Trajectories are fixed functions of the information received.

What is known

Evacuation time · worst-case time until the last robot (or the queen) reaches the exit, or the weighted average or search time where the goal says so; unit disk, unit speed
polynomial gap
Constant gap.
lower bound
\(\approx 5.948\) Czyzowicz et al. 2017c
bottleneckindistinguishable Byzantine agents
holds when
  • Theorem 3(b)
  • three robots, at most one Byzantine
introductory—
current best
\(1+4\pi/3+\sqrt3 \approx 6.921\)

Results, in order of publication

Evacuation time \(1+4\pi/3+\sqrt3 \approx 6.921\)

Introductory and current best (Theorem 2).

Open questions

None recorded for this variant.

Notes

Checked against the full text of Czyzowicz et al. 2017c. For \(k\) wireless robots of which one may be faulty, Leonardos, Pagourtzis and Papaioannou prove that symmetric-persistent algorithms (all robots go to the boundary and explore in the same direction until told of the exit) need time at least \(1+4\pi/k+2\sin(\pi/2-\pi/k)\) (Theorem 1, proved with a crash-faulty robot), and give a symmetric-persistent algorithm with time at most \(3+4\pi/k\) for one Byzantine robot (Theorem 3), which for \(k=3\) is about \(7.19\), above \(6.921\); with two Byzantine robots the time is at most \(3+6\pi/k\) for \(k \ge 9\) (Theorem 4); they also give face-to-face upper bounds (Theorems 5–7) Leonardos et al. 2023. Behrouz et al. give upper bounds for \(f\) Byzantine robots among \(k > 2f\) wireless robots (Theorem 1) and among \(k\) face-to-face robots (Theorem 2), and no lower bounds Behrouz et al. 2025.

What carries over from neighbouring settings

Read off the order of assumptions, not checked case by case: results may carry extra assumptions (shown on their pages), and asynchronous time is measured in epochs.

Algorithms from weaker settings work here

Disk, \(k\) wireless robots, \(f\) Byzantine
Evacuation time \(1+2\pi(f+1)/k+\max\{G_e(k^*),H_e(k^*)\}\)

Lower bounds from stronger settings hold here

Three wireless robots, one crash fault
Evacuation time \(1+4\pi/3 \approx 5.188\)

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