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Frank–Wolfe Dual Gap

Optimize with a linear vertex oracle and certify progress through a primal–dual gap.

Free theory article

Optimize with a linear vertex oracle and certify progress through a primal–dual gap.

Concept & interpretation

Optimize with a linear vertex oracle and certify progress through a primal–dual gap.

Experiment

Observe the convergence of the Frank-Wolfe algorithm and the primal-dual gap in the Frank–Wolfe Dual Gap module.

  1. Select Target "Outside".
  2. Select Start "Origin".
  3. Observe the Exact optimal objective is 2.25 and the Primal gap drops to 0 after 2 Steps.
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