11 problems
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Conditioning conjecture for linear time-invariant system identification
Conditioning conjecture. The global optima of the underlying optimization problem are among the best-conditioned eigenvalues of the rectangular multiparameter eigenvalue problem.
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The conjecture that spurious local minima on the sphere increase dramatically with the number of points
Spurious-minima growth conjecture. Based on numerical experiments, the number of spurious local minima in increases “dramatically” with the number of points.
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The superiorization robustness explanation conjecture for increasing condition numbers
Superiorization robustness explanation conjecture. The observed robustness of the superiorization methodology with respect to increasing condition numbers is due to the fact that i…
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Optimality conjecture for the five numerically identified lattice quantizers in dimensions 10–16
For each dimension , the authors numerically optimized lattices and, in five cases, identified the optimized lattice with an exact lattice. Optimality conjecture. T…
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Shapiro's conjecture on the upper bound for the structured Rayleigh quotient
Let and , and let denote the quantity optimized in the paper. An upper bound for thi…
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Monotonicity and convergence of discretized quartic minimization problems
Consider the discretized problem with discretization parameter , its smallest eigenvalue, and its optimal value, together with the corresponding original problem. Monotonicity a…
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The Pseudo-Newton reasonable-solutions conjecture for bilevel optimization problems
For a bilevel optimization problem among the 38 problems for which the Gauss–Newton method could not be implemented because the direction matrix was singular for one or more values…
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The error overwrite conjecture for Agg-BFGS
The limited-memory BFGS method with displacement aggregation, denoted texttt{Agg-BFGS}, is applied repeatedly to curvature information over a sequence of iterations. The resulting…
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The conjecture that Newton-like methods produce larger mesh-deformation steps
Let denote the step produced by the Newton-like method, and let be its norm in the discrete deformation space. Suppose the geometry condition is the…
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Conjecture that slow experimental convergence is caused by a large Lipschitz constant
In numerical experiments with tensor and accelerated tensor methods, let denote the Lipschitz constant of the -th derivative used in the complexity bounds. The experiments…
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The local-minimum explanation for non-binary optimal phase-field functions
Local-minimum conjecture. When this occurs, the optimization is most likely stuck near a local minimum of .