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This paper presents a time-dependent glue model for self-assembly, exploring its applications in catalysis, self-replication, and reducing tile complexity. The implementation of the model is discussed, along with a toy example and analysis of how glue strength varies with time.
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Self-Assembly Model with Time Dependent Glue Strength Sudheer Sahu Peng Yin John Reif Department of Computer Science Duke University
Roadmap • Background • Time-dependent glue model • Implementation • Catalysis and self-replication • Tile-complexity
Background • Self-assembly: • Fundamental process in nature • Recent uses in constructions and computations • Tile self-assembly • 1960s (Wang tiling etc.) • Recent times (Winfree, Adleman etc.)
Winfree’s Model GlueΣ TileΣ4 • Strength function : g: Σ x Σ → R • g(σ,σ’) > 0 if σ = σ’ • = 0 otherwise • Temperature • A tile can be added to the aggregate only if the glue-strength of new bonds formed is more than . Tile-system (T,S,g,)
Toy example Assembly of Square Temperature = 2 Given Tile Set
Our Model • Time Dependent Glue Model: • Glue strength depends on interaction time of tiles • Results: • Catalysis • Self-replication • Reduction in tile-complexity
Time Dependent Glue Model • Glue strength increases monotonically before becoming constant • Glue strength function • Time for maximum strength • Minimum interaction time
Implementation A s1 s2 s3 B
Implementation A s1 s2 s3 B
Implementation A s1 s2 s3 B
Implementation A s2 s3 B
Implementation A s2 s3 B
Implementation A s3 B
Implementation A s3 B
Implementation A B
Self-Replication • A-B acts as a catalyst for formation of C-D which in turn acts as a catalyst for the formation of A-B • Conditions:
Self-Replication A-B • Two states: • Dormant state • Replicating state • Exponential growth • Low probability of going from dormant to replicating state C-D as catalyst for A-B A-B as catalyst for C-D A,B, C,D C-D dormant replicating
Tile Complexity • Tile Complexity: • Minimum number of distinct tile types required to construct a shape uniquely.
Generalized Models • Multi-temperature Model • Thin rectangle [Aggarwal04] • Flexible Glue Model • Square [Aggarwal04]
Tile Complexity Results k N N N
Rectangle • Construct a k x mk rectangle using O(k+m) type of tiles. • Base m counter of k-digits
Construction of thin rectangles • Thin Rectangle: k x n for k < • Construct a j x n rectangle using O(j+n1/j ) type of tiles, where j > k. • The glue of bottom k rows become strong after mit, and the glue of top j-k rows (volatile rows) do not.
Shapes with holes nxn square with a hole of k x k in center • Lower Bound in standard model: • Upper Bound in our model: N N
Lower Bound • Proof by contradiction: • Assume fewer than k2/(n-k) tile-types required • Divide into regions s.t. seed tile is in longer rectangle • Number of different possible rows=2k • Two or more rows that are identical rows
Upper Bound • Grow four different rectangles
Discussion and Future Work • Kinetic analysis of catalysis and self-replication • Theoretical analysis is hard • the rate-constant changes assuming rate proportional to exp(-bond strength) • Computer program • Experiments or simulation • Tile-complexities for more shapes