Instance-optimality of bidirectional Dijkstra on simple weighted graphs

Let G=(V,E)G=(V,E) be a simple graph, directed or undirected, with positive real-valued edge weights, and let s,t∈Vs,t\in V. When the graph is accessed through vertex and incident-edge queries, is bidirectional Dijkstra instance-optimal for computing the shortest-path distance dist⁡G(s,t)\operatorname{dist}_G(s,t), both in the order-oblivious model, where incident edges are presented in a random order, and in the order-dependent model, where their order is fixed and accessible to the algorithm?

References

Primary source

arXiv

Progress summary

Refreshed
Claimed progress

A new paper claims that the answer depends on how graphs are accessed, proving a positive result in one simple-graph setting but separating other settings.

The problem asks whether bidirectional Dijkstra is always as efficient as the best algorithm tailored to the particular simple weighted graph. A 2024 result established this for weighted multigraphs, but explicitly left the simple-graph extension open.

Known results

  • Weighted multigraphs, including directed and undirected graphs: instance optimality was proved in 2024; the authors left the simple-graph extension open.
  • Unweighted multigraphs: instance optimality is possible only up to a factor of Δ(G)\Delta(G), and this factor is necessary.

August 25, 2026 model-sensitive results

An arXiv work claims instance optimality for simple undirected graphs under random incident-edge order, Θ(m/n)\Theta(m/n) separations in directed settings, and lower bounds for competing algorithms. Thus it claims substantial progress on the simple-graph question, while showing that the answer depends on directedness and on whether access order may be used; the claims have not been independently verified here.

Current status (as of August 2026): A new work claims resolution in specific simple-graph access models, but the general model-sensitive picture and the reported results remain unverified.

Sources

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