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Concept guide

Baseline

Also used: reference method · comparator

A declared reference method or case used to judge another result, with the comparison conditions made explicit.

An example from the writing

The folding study compares independent multistart with continuation while disclosing starting budgets and access to states from previous loads.

A common misconception

Beating a baseline proves the answer complete or the method universally superior.

That inference does not follow. Read the result together with its scope below.

Scope and limits

The reference answers a specified comparison question. Differences in information, initialization and computational cost still need to be reported.

Continue with an article

  • How Many Equilibria Did the Optimizer Miss?

    A folding-energy study separates minima from saddles, global energy ordering from metastability, and branch discovery from proof, asking when an optimizer's attractive shape map leaves something important out.

  • What Must a Traffic Model Remember?

    A controlled ring-road study separates hidden velocity, projection-induced memory, noisy observation, and numerical sensitivity, asking when a better traffic forecast also gives a better stability diagnosis.

  • When Solar Power Changes Fast: Why Better Intervals Are Still Not Reliable Enough

    A five-station study asks whether solar prediction intervals remain trustworthy during rapid power changes and missing sensor inputs. Better calibration improves every station, yet the hardest groups still fall far below the intended coverage.

Reference sources

The explanations are editorial paraphrases of the sources below. Read domain-specific terminology together with the conditions in its original source.

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