DMRG & Matrix Product States

Density Matrix Renormalization Group — variational MPS ansatz for 1D quantum chains




Entanglement Entropy S(x)

Schmidt Spectrum (center bond)

Energy Convergence

Local Magnetization ⟨Sz(x)⟩

DMRG (White 1992) finds the ground state of 1D Hamiltonians by variationally optimizing a Matrix Product State |ψ⟩ = Σ A¹_{s₁}A²_{s₂}…Aᴺ_{sN}|s₁…sN⟩. The key parameter is the bond dimension χ: it controls how much entanglement the ansatz can capture. For gapped phases, entanglement satisfies an area law S ~ const, so finite χ is exact. At critical points, S ~ (c/6)log(N) (CFT), requiring χ ~ poly(N). Disorder localizes the system (many-body localization), reducing entanglement even at criticality.