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Minkowski for two-entry vectors: equality and strict cases
Example
For all reals ,
and equality holds exactly when and . Two instances: for and both sides are ; for and the left-hand side is and the right-hand side is , so the inequality is strict.
Facts & Assumptions
Given: Reals , with , , , and the two instance pairs.
Minkowski's inequality (Minkowski's inequality for finite sums (rational exponent)): for rational , ; at the inner exponents are integer squares and the outer exponent is .
Two-entry sums (Finite sums and finite products, by recursion, Laws of finite sums and finite products): , with additivity and scaling.
Absolute values and squares (Basic properties of the absolute value, Absolute value in an ordered field, Integer powers ): , , and .
Square roots and rational powers (Square roots exist: a unique with ; the positives are , Rational powers of a positive base, Laws of rational exponents): for , is the unique nonnegative square root of , and by the product law; so and are the nonnegative square roots of the two squared quantities below.
Monotonicity of squaring (Squaring is monotone on the nonnegatives): for nonnegative , holds exactly when ; equivalently exactly when .
The two-term Lagrange identity (The two-term Lagrange identity and Cauchy-Schwarz): , that is , and the square vanishes exactly when ; also .
Verification
The inequality, from [L1] at : since by [L3], the three sums are , and by [L2], so , which is the displayed inequality with the notation of [L4].
The squared quantities: expanding by [L2] and [L4], and , the last step by the product law of [L4]; both quantities are nonnegative.
The equality criterion: by [L5] applied to the two nonnegative sides of step 1.1 — squared through step 1.2 — equality holds exactly when , that is exactly when ; and holds exactly when and , since is the unique nonnegative square root of by [L4]; by [L6] one has , so holds exactly when ; hence equality in the displayed inequality holds exactly when and , and this derivation covers zero vectors because it never divides.
First instance, equality: for and one has , and with squared length , so the left-hand side is while the right-hand side is , an equality; the criterion of step 2.1 is met, since and .
Second instance, strictness: for and one has with squared length , so the left-hand side is by [L4], while gives the right-hand side ; since gives by [L5] and preserves the strict inequality, , so the inequality is strict here; and , consistent with the criterion of step 2.1.
Summary: the displayed inequality is Minkowski at (step 1.1), equality holds exactly under the two stated conditions (step 2.1), the pair , attains equality (step 3.1: the left side is and so is the right side ), and the pair , is strict (step 3.2); both criteria are checked against the determinant in each instance.
Depends on
- Minkowski's inequality for finite sums (rational exponent)
- The Cauchy-Schwarz inequality for finite sums
- Square roots exist: a unique $\sqrt{a} \ge 0$ with $(\sqrt{a})^2 = a$; the positives are $\{x^2 : x \neq 0\}$
- Squaring is monotone on the nonnegatives
- Rational powers $a^r$ of a positive base
- Laws of rational exponents
- Finite sums and finite products, by recursion
- Laws of finite sums and finite products
- Integer powers $a^m$
- Basic properties of the absolute value
- Absolute value in an ordered field
- The two-term Lagrange identity and Cauchy-Schwarz
Used by
Nothing in the library uses this result yet.
Dependency tree · two levels
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Sources
- John K. Hunter, An Introduction to Real Analysis (author-hosted complete lecture notes, University of California at Davis) (standard reference, not scraped)