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Search for a moving target

A target starts at unknown distance \(d\) from the origin of a line (or of \(m\) rays) and moves at constant speed \(u\); how fast can robots capture it, depending on what they know about \(d\) and \(u\)?

Problem statement and measuresexpand

Robots of unit speed start at the origin of the line (or of \(m\) rays). The target starts at distance \(d \ge 1\) from the origin, on a side (ray) unknown to the robots, and moves along it at constant speed \(u\), either away from the origin (\(u < 1\), since a faster target can never be caught) or toward it (\(u \ge 0\)); the robots know which. The target cannot change its speed or direction. Depending on the setting the robots know \(d\), \(u\), both or neither. The target is captured when every robot stands on it. Time is the competitive ratio: the supremum, over the target's initial positions and speeds, of the capture time divided by the time the robots would need if they knew the target's initial position.

Measures: Competitive ratio, worst-case capture time divided by the capture time of robots that know the target's initial position.

One robot, line, target moving toward the origin, \(d\) known

verified
Competitive ratio: tight

A robot that knows the distance of a target moving toward the origin goes for time \(d\) on one side and turns: ratio exactly 3, for every speed.

Assumed (added on the last edge are outlined)

+Domainthe line (two rays)+Number of robotsa single robot+Direction of the targettoward the origin, speed \(u \ge 0\)+Knowledge of the target\(d\) known, \(u\) unknown+Faultsno faults+Speedsall robots have the same unit speed

Not assumed

Communicationface-to-face: robots exchange information only when they meetRandomnessdeterministic
Formal definitions of this setting
Domain: line
The real line; the target moves along one side of the origin.
Number of robots: one robot
A single robot.
Direction of the target: toward
The target moves toward the origin at constant speed \(u \ge 0\), and the robots know it.
Knowledge of the target: distance known
The robots know \(d\) but not \(u\).
Communication: face-to-face
Face-to-face: two robots exchange information only when they are at the same point at the same time.
Faults: no faults
Every robot detects and reports the target.
Speeds: equal speeds
All robots move at most at unit speed.
Randomness: deterministic
Trajectories are fixed functions of the information received.

What is known

Competitive ratio · worst-case capture time divided by the capture time of robots that know the target's initial position
tight
Exactly 3.
lower bound
bottleneckunknown side
holds when
  • a slow target (\(u = \varepsilon/3\)) placed on the side opposite to the first of the points \(\pm(d-\varepsilon)\) that the robot reaches (Theorem 14)
  • a robot that never visits \(\pm d\) has an unbounded ratio for small \(u\)
introductory—
current best
\(3\)

Results, in order of publication

Coleman et al. 2022 current best
Competitive ratio \(3\)

Introductory and current best (Algorithm 6, Theorem 14): go for time \(d\) on one side, then turn.

Open questions

None recorded for this variant.

Notes

Two robots do no better, whether they communicate face-to-face Jawhar & Kranakis 2026b or as a sender and a receiver Jawhar & Kranakis 2025b. Checked against the full text of Coleman et al. 2022 (OPODIS 2022).

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

Lower bounds from stronger settings hold here

One robot, line, target moving toward the origin, \(d\) and \(u\) known
Competitive ratio \(\frac{3+u}{1+u}\ (u \le 1),\ 1+\frac{1}{u}\ (u \ge 1)\)

Know a better result for this setting, or found a mistake? Suggest a result · Report an error. Accepted contributions are acknowledged.