Write and impose tracelessness by a Lagrange multiplier . Differentiating givesFor , each eigenvalue is a real root of the same nonzero cubic polynomial, so at most three distinct values occur at any stationary point, in particular at any existing minimum. If the multiplicities are , the unbroken subgroup is the block centralizerIts connected Lie algebra is . The partitions allowed by this upper bound are , , , , and . These are candidate patterns, not a proof that every one is a stable minimum for given couplings. For three distinct roots, the absent quadratic coefficient also implies that their unweighted sum is zero; tracelessness imposes an additional multiplicity-weighted relation.
The unrestricted printed claim has an exception. If , and , every traceless matrix with is a global minimum. For examplehas five distinct eigenvalues and attains that minimum. Its unbroken subgroup is the maximal torus . The cubic argument therefore requires a nonzero , or another condition excluding the identically vanishing stationarity polynomial. Couplings for which the potential is unbounded below have no global minimum to classify.
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