algorithms-optimization / Search theory

The logarithmic spiral is optimal for shoreline search (Baeza-Yates–Culberson–Rawlins conjecture)

Every search path has competitive ratio at least Csp=13.811135179…C_{\mathrm{sp}} = 13.811135179\ldots, so the logarithmic spiral is optimal and the optimal ratio is exactly CspC_{\mathrm{sp}}. Paths are arbitrary: the distance from the start and the polar angle may both decrease. The proof is computer-assisted: a reduction to a three-state relaxed control problem, closed by an explicit C1C^1 storage function whose dissipation inequalities are verified in interval arithmetic and are tight only at the spiral.

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algorithms-optimizationSep 21, 2026Significance 30/100Registry: unreviewed

The logarithmic spiral is optimal for shoreline search (Baeza-Yates–Culberson–Rawlins conjecture)

Prior state unknown→proved

Every search path has competitive ratio at least Csp=13.811135179…C_{\mathrm{sp}} = 13.811135179\ldots, so the logarithmic spiral is optimal and the optimal ratio is exactly CspC_{\mathrm{sp}}. Paths are arbitrary: the distance from the start and the polar angle may both decrease. The proof is computer-assisted: a reduction to a three-state relaxed control problem, closed by an explicit C1C^1 storage function whose dissipation ineq…

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Every search path has competitive ratio at least Csp=13.811135179…C_{\mathrm{sp}} = 13.811135179\ldots, so the logarithmic spiral is optimal and the optimal ratio is exactly CspC_{\mathrm{sp}}. Paths are arbitrary: the distance from the start and the polar angle may both decrease. The proof is computer-assisted: a reduction to a three-state relaxed control problem, closed by an explicit C1C^1 storage function whose dissipation inequalities are verified in interval arithmetic and are tight only at the spiral.

Every search path has competitive ratio at least Csp=13.811135179…C_{\mathrm{sp}} = 13.811135179\ldots, so the logarithmic spiral is optimal and the optimal ratio is exactly CspC_{\mathrm{sp}}. Paths are arbitrary: the distance from the start and the polar angle may both decrease. The proof is computer-assisted: a reduction to a three-state relaxed control problem, closed by an explicit C1C^1 storage function whose dissipation inequalities are verified in interval arithmetic and are tight only at the spiral.

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