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Second-Order Equations on Euclidean Open Sets

Standing notation and background facts for second-order equations on open subsets of Euclidean space: the reals, Euclidean space with its metric and topology, symmetric matrices with the positive semidefinite ordering, functions of class C2C^2 with their gradients and Hessians, and the conventions for semicontinuity and local extrema.

Statement

This setting fixes the standing notation shared by results on second-order equations on open subsets of Euclidean space. It introduces no new concept and asserts nothing beyond the identifications recorded below, each of which is justified by the reference attached to it. It rests on Euclidean Space and Real Matrices: Standing Notation and Differential Calculus and Convexity on Euclidean Open Sets: Standing Notation, from which the numerical, Euclidean, matrix and calculus notation is imported clause by clause.

1. (Numbers) The real numbers R\mathbb{R}, carrying the addition, multiplication and order ≤\le of their ordered field structure together with the associated strict order a<ba<b, the difference a−ba-b and the multiplicative inverse a−1a^{-1} of a nonzero aa, the absolute value ∣⋅∣|\cdot| on R\mathbb{R}, the natural numbers N\mathbb{N}, the initial segments [q][q], and sequences and their convergence are as fixed there, as are the terms positive and nonnegative.

2. (Euclidean space, its metric and its topology) Throughout, qq denotes a natural number with q≥1q\ge1, and the notation of this clause and of clauses 3 to 5 is introduced for every such qq simultaneously. The Euclidean space Rq\mathbb{R}^{q} as a real vector space, with the sum x+yx+y of points, the scalar multiple μx\mu x by μ∈R\mu\in\mathbb{R}, the difference x−yx-y and the dot product x⋅yx\cdot y, the Euclidean norm ∥ ⋅ ∥\lVert\,\cdot\,\rVert, the Euclidean distance dEd_{E} satisfying dE(x,y)=∥x−y∥d_{E}(x,y)=\lVert x-y\rVert, the metric space (Rq,dE)(\mathbb{R}^{q},d_{E}), the origin 0Rq0_{\mathbb{R}^{q}}, and the notions of openness, closedness, boundedness and compactness are as fixed there. A subset of Rq\mathbb{R}^{q} is open in (Rq,dE)(\mathbb{R}^{q},d_{E}) if and only if it is open in the Euclidean sense, by Euclidean Openness Agrees with Metric Openness on Rn\mathbb{R}^n; such a subset is called open without further qualification. The collection TdE\mathcal{T}_{d_{E}} of open subsets of Rq\mathbb{R}^{q} is a topology by The Open Subsets of a Metric Space Form a Topology, and the closure cl⁡Rq\operatorname{cl}_{\mathbb{R}^{q}}, the interior int⁡Rq\operatorname{int}_{\mathbb{R}^{q}} and the boundary ∂Rq\partial_{\mathbb{R}^{q}} are taken in (Rq,TdE)(\mathbb{R}^{q},\mathcal{T}_{d_{E}}).

3. (Symmetric matrices) The real matrices, with the sum P+QP+Q, the difference P−QP-Q, the scalar multiple μP\mu P, the product PQPQ, the transpose P⊤P^{\top}, the matrix-vector product PzPz with z∈Rqz\in\mathbb{R}^{q}, and the identity matrix IqI_{q} of size qq, the set S(q)\mathcal{S}(q) of symmetric real q×qq\times q matrices, which is closed under sums, differences and scalar multiples, the positive semidefinite ordering ⪯\preceq on S(q)\mathcal{S}(q), which is reflexive, transitive and antisymmetric, is compatible with adding a fixed element of S(q)\mathcal{S}(q) to both sides and with multiplying both sides by a nonnegative real number, and under which X⪯YX\preceq Y holds exactly when Y−XY-X is positive semidefinite, and the norm ∥P∥\lVert P\rVert of a symmetric real matrix together with the distance dS(q)d_{\mathcal{S}(q)}, a metric on S(q)\mathcal{S}(q), are all as fixed there.

4. (Functions of class C2C^{2}, gradients and Hessians) Let V⊆RqV\subseteq\mathbb{R}^{q} be open. For a function φ:V→R\varphi:V\to\mathbb{R}, that φ\varphi is of class C2C^{2} on VV, and, for such a φ\varphi and x∈Vx\in V, its gradient Dφ(x)∈RqD\varphi(x)\in\mathbb{R}^{q} and Hessian matrix D2φ(x)D^{2}\varphi(x), which lies in S(q)\mathcal{S}(q), are understood as fixed there.

5. (Semicontinuity, local extrema, and differences of functions) Let S⊆RqS\subseteq\mathbb{R}^{q} and let f,g:S→Rf,g:S\to\mathbb{R}. The upper semicontinuity and lower semicontinuity of ff on SS, the local maxima and the local minima of ff relative to SS, and the functions f+gf+g, f−gf-g and μf\mu f for μ∈R\mu\in\mathbb{R} are as fixed there, always with the ambient metric space (Rq,dE)(\mathbb{R}^{q},d_{E}) of clause 2. Nothing is asserted about f+gf+g, f−gf-g and μf\mu f beyond this reading of the symbols.

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