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Quantum EngineeringYear 0: Mathematical FoundationsMonth 9Day 225

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Year 0·Month 9·Week 1

Day 225: Metric Spaces — Definitions and Examples

Day 225 of 2,016~17 min read

Learning Objectives

  • •**State and verify** the three axioms defining a metric space
  • •**Compute distances** in ℝⁿ with Euclidean, taxicab, and supremum metrics
  • •**Define and work with** sequence spaces l^p for p ∈ [1, ∞]
  • •**Understand** the function spaces C[a,b] and L^p with their natural metrics
  • •**Prove** that a given distance function is (or is not) a valid metric
  • •**Connect** metric space structure to quantum mechanical state spaces

Today's Schedule (7 hours)

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Schedule Overview 8 hoursLearning Objectives1 Metric Space AxiomsDefinition Metric SpaceIntuition Behind the AxiomsRemark on Pseudometrics2 The Euclidean SpacesThe Standard Euclidean MetricTriangle Inequality Proof forOther Metrics on3 Sequence Spaces lpDefinition lp SpacesThe Hilbert Space lQuantum Connection Discrete Basis Expansion4 Function Spaces CabThe Space of Continuous FunctionsThe Supremum Uniform MetricThe Integral Metrics on Cab5 The Lp SpacesDefinition Lp SpacesThe Quantum Mechanics Space LKey Inequalities for Lp SpacesQuantum Mechanics Connection Distance Between StatesFidelity and DistanceOrthogonal States are Maximally DistantPhysical InterpretationWorked ExamplesExample 1 Verifying the Discrete MetricExample 2 The l Distance Between Quantum StatesExample 3 Supremum vs L MetricPractice ProblemsLevel 1 Direct ApplicationLevel 2 IntermediateLevel 3 ChallengingComputational Lab Visualizing MetricsSummaryKey FormulasMain TakeawaysDaily ChecklistPreview Day 226
Day 224Day 225 of 2,016Day 226