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Shape formation in programmable matter

Particles must rearrange into a target shape (a line, a triangle, any shape built from triangles).

Problem statement and measuresexpand

From a connected initial configuration (the set of nodes occupied by particles) of \(n\) particles, the particles must reach a configuration forming a given target shape (at a scale depending on \(n\)). Time is in rounds; moves counts expansions and contractions.

Measures: Time, asynchronous rounds; Moves, total expansions and contractions (work).

SILBOT, chirality

verified
Time: impossibleMoves: impossible

Silent oblivious particles cannot form a line if they share only chirality.

Assumed (added on the last edge are outlined)

+Orientationcommon chirality

Not assumed

Memoryoblivious, silent particles (SILBOT)Schedulerweak: non-atomic activations, an action may interleave with othersRandomnessdeterministicInitial shapeconnected, holes allowedConnectivity during executionthe system must stay connected
Formal definitions of this setting
Memory: oblivious
No persistent state and no messages; a particle decides from its view only.
Scheduler: weak scheduler
An activation's look, compute and move need not be atomic; concurrent activations may interfere. The scheduler of Bazzi and Briones is described as weak sequential, as non-atomic, and as fair asynchronous by different later papers Briones et al. 2023 Dufoulon et al. 2021 Chalopin et al. 2026.
Orientation: chirality
All particles agree on clockwise order, not on a common direction.
Randomness: deterministic
No random choices.
Initial shape: holes allowed
The initial set of occupied nodes induces a connected subgraph; it may enclose empty regions.
Connectivity during execution: stays connected
At every time the occupied nodes induce a connected subgraph.

Statement for this variant

The target shape is a line.

What is known

Time · asynchronous rounds
impossible
Unsolvable with chirality alone Navarra & Piselli 2023.
lower bound
\(\text{impossible}\) Navarra & Piselli 2023
bottlenecksymmetry breaking
holds when
  • a symmetric initial configuration
  • a synchronous adversary
  • holds even with common chirality
introductory—
current best—
Moves · total expansions and contractions (work)
impossible
—
lower boundnone known
introductory—
current best—

Results, in order of publication

No result recorded yet.

Open questions

  1. Is line formation solvable in SILBOT when particles share just one direction instead of the full orientation Navarra & Piselli 2023?

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

No catalogued weaker setting.

Lower bounds from stronger settings hold here

SILBOT, full orientation
Moves \(\Omega(n^2)\)

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