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Reference · Lemmas behind operations-research checks

rainbow.math.lemmas.economic-dispatch

Lemmas behind operations-research checkssrc/rainbow/math/lemmas/economic_dispatch.clj0 definitions, 5 theorems

General lemmas: economic dispatch. The mathematical facts the corresponding checks rest on, each checked by the kernel.

Depends onmath.sums.value-appendmath.nat.infinitemath.rational.nnrat.identitiesmath.nat.at-most-cancellationmath.rational.nnrat.order-equivalencemath.rational.nnrat.archimedeanmath.rational.nnrat.add-monotonemath.rational.nnrat.add-cancellationmath.rational.nnrat.additive-reassociationmath.rational.signed.order-transitivitymath.rational.signed.convergencemath.rational.signed.order-respectsmath.rational.signed.limit-uniquenessmath.rational.signed.strict-ordermath.rational.signed.multiplymath.rational.nnrat.multiply-commutemath.rational.nnrat.product-reassociationmath.rational.nnrat.distribute-rightmath.rational.nnrat.ringmath.rational.nnrat.multiply-monotonemath.rational.nnrat.order-differencemath.rational.signed.multiply-ordermath.rational.signed.equivalence-lawsmath.rational.nnrat.minmaxmath.rational.nnrat.farkas-elim-listmath.rational.signed.no-zero-divisorsmath.rational.signed.decide-ordermath.rational.signed.decide-reflexivemath.logic.boolean-andmath.rational.signed.decide-equivalencemath.rational.signed.decide-completenessmath.rational.signed.unit-lawsmath.nat.strict-below-splitmath.nat.strict-below-moremath.checksmath.nat.at-most-addmath.rational.nnrat.harmonic-convergencemath.nat.divmodmath.rational.signed.minmaxmath.rational.signed.minmax-algebramath.rational.signed.clampmath.rational.signed.deviation-rowsmath.rational.signed.absolutemath.rational.signed.absolute-algebramath.rational.signed.distancemath.nat.linear-ordermath.rational.signed.add-associativemath.nat.semiringmath.nat.multiply-zero-splitmath.rational.nnrat.multiply-zero-splitmath.nat.monusmath.rational.nnrat.monusmath.rational.nnrat.add-zero-splitmath.rational.nnrat.add-cancel-zeromath.finite.rational-argmaxmath.rational.nnrat.order-totalmath.rational.nnrat.multiply-difference-zeromath.linear.vector.norm-nonnegativemath.linear.vector.norm-zero-reflectionalgorithms.proofs.counterfactual-distance-separationalgorithms.proofs.counterfactual-distance-lawsmath.finite.matrixmath.linear.matrix.equivalencemath.linear.matrix.transposemath.linear.matrix.transpose-equivalencemath.linear.matrix.multiplymath.linear.matrix.multiply-shapemath.linear.matrix.composablemath.linear.matrix.composable-multiplymath.linear.vector.additive-unitsmath.linear.vector.shape-cancellationmath.linear.vector.shape-mapmath.linear.vector.shape-addmath.linear.vector.dot-additivemath.linear.vector.dot-bilinearmath.linear.vector.dot-negatemath.linear.vector.dot-subtractmath.linear.vector.dot-scalemath.linear.matrix.action-scalemath.rational.signed.multiply-nonzeromath.rational.signed.order-monotonemath.rational.signed.list-summath.rational.signed.multiply-monotonemath.rational.signed.map-sum-algebramath.rational.signed.negate-additivemath.rational.signed.lp-objective-negatemath.nat.pair-index-inversemath.sums.flow-cutmath.sums.nonneg-zeromath.rational.signed.multiply-ringmath.rational.signed.distributivemath.linear.matrix.row-length-shapemath.linear.matrix.row-length-decidermath.rational.signed.structural-equalitymath.linear.vector.equivalencemath.linear.vector.uniform-clampmath.linear.vector.pointwise-ordermath.linear.matrix.action-prependmath.linear.matrix.action-associativemath.linear.matrix.transpose-multiplymath.linear.matrix.transpose-shapemath.linear.matrix.transpose-involutionmath.linear.matrix.transpose-involution-positivemath.linear.matrix.transpose-multiply-reversemath.linear.matrix.composable-transposemath.linear.matrix.associativity-counterexamplemath.linear.matrix.signed-scalemath.linear.matrix.signed-scale-rightmath.linear.matrix.addmath.linear.matrix.add-shapemath.linear.matrix.prepend-addmath.linear.matrix.add-rightmath.linear.matrix.add-algebramath.linear.matrix.additive-groupmath.linear.matrix.negate-linearmath.linear.matrix.subtract-linearmath.linear.matrix.signed-scale-algebramath.linear.matrix.signed-scale-unitsmath.linear.matrix.signed-scale-congruencemath.linear.matrix.signed-scale-subtractmath.rational.signed.distance-multiply-nonnegativemath.rational.signed.vector-sup-distancealgorithms.proofs.inner-productmath.rational.signed.distance-trianglemath.rational.signed.distance-translationmath.rational.signed.distance-additivemath.linear.vector.dot-distance-boundmath.linear.vector.row-sum-lipschitzmath.linear.matrix.action-sup-boundmath.linear.matrix.signed-scale-ordermath.linear.matrix.pointwise-order-lawsmath.linear.matrix.signed-scale-antitonemath.linear.matrix.add-ordermath.linear.matrix.signed-scale-positivemath.linear.matrix.signed-scale-signmath.linear.matrix.positive-actionmath.linear.matrix.transpose-ordermath.linear.matrix.positive-multiplymath.linear.matrix.gram-positivemath.linear.matrix.gram-kernelmath.linear.matrix.row-grammath.linear.matrix.row-gram-kernelmath.linear.vector.norm-pythagoreanmath.linear.matrix.least-squares-normalmath.linear.matrix.least-squares-equalitymath.linear.matrix.mixed-sign-actionmath.linear.matrix.mixed-sign-multiplymath.linear.matrix.antitonemath.linear.matrix.interval-ordermath.linear.matrix.affine-ordermath.linear.matrix.linearmath.rational.signed.vector-sup-congruencemath.finite.vectormath.linear.vector.pointwise-order-lawsmath.linear.vector.add-ordermath.rational.signed.vector-sup-translationmath.linear.matrix.affine-sup-distancemath.linear.matrix.row-sum-lipschitzmath.linear.matrix.row-sum-fixed-point-uniquenessmath.linear.matrix.half-row-sum-fixed-point-uniquenessmath.linear.matrix.affine-half-iterate-contractionmath.linear.matrix.affine-half-iterate-ratemath.rational.signed.geometric-bridgemath.linear.matrix.affine-half-iterate-convergesmath.linear.matrix.affine-strong-row-contractionmath.linear.matrix.affine-residual-certificatemath.linear.matrix.affine-inverse-gap-certificatemath.linear.matrix.affine-general-rate-certificatemath.sums.of-natmath.lemmas.one-centermath.rational.signed.multiply-associative

signed/nonneg-minus-nonpositive

TheoremFor all inputsNo axiomsSource

signed/nonneg-minus-nonpositive :
  (y x : ℚ)
  (hy : 0 ≤ y)
  (hx : x ≤ 0)
  → 0 ≤ y + signed/negate x

+ = signed/add0 = signed/zeroℚ = signed/SignedRational≤ = signed/at-most

signed/dispatch-square-shift

TheoremFor all inputsNo axiomsSource

signed/dispatch-square-shift :
  (c p q : ℚ)
  → c · ((q + signed/negate p) · (q + signed/negate p)) + (c + c) · p · (q + signed/negate p) = c · (q · q) + signed/negate (c · (p · p))

+ = signed/add= = signed/equivalent: equality of rational values· = signed/multiplyℚ = signed/SignedRational

signed/dispatch-assemble

TheoremFor all inputsNo axiomsSource

signed/dispatch-assemble :
  (bp cpp bd xd mpd mmd sq cqq bq : ℚ)
  (h1 : bp + bd = bq)
  (h2 : sq + xd = cqq + signed/negate cpp)
  → bp + cpp + (bd + xd + mpd + signed/negate mmd) + (sq + (signed/negate mpd + mmd)) = bq + cqq

+ = signed/add= = signed/equivalent: equality of rational valuesℚ = signed/SignedRational

signed/dispatch-term-bound

TheoremFor all inputsNo axiomsSource

signed/dispatch-term-bound :
  (b c p q l mp mm lo hi : ℚ)
  (hc : 0 ≤ c)
  (hmp : 0 ≤ mp)
  (hmm : 0 ≤ mm)
  (hstat : b + signed/from-nnrat 2 · c · p + mp + signed/negate mm = l)
  (hup : mp · (hi + signed/negate p) ≤ 0)
  (hlow : mm · (p + signed/negate lo) ≤ 0)
  (hloq : lo ≤ q)
  (hqhi : q ≤ hi)
  → b · p + c · (p · p) + l · (q + signed/negate p) ≤ b · q + c · (q · q)

+ = signed/add0 = signed/zero= = signed/equivalent: equality of rational values· = signed/multiplyℚ = signed/SignedRational≤ = signed/at-most

signed/dispatch-cost-optimal

TheoremFor all inputsNo axiomsSource

signed/dispatch-cost-optimal :
  (b c p q mp mm lo hi : ℕ → ℚ) (l D : ℚ) (n : ℕ)
  (hc : ∀ (idx : ℕ), ∀ (bound : nat/strict-below idx n), 0 ≤ c idx)
  (hmp : ∀ (idx : ℕ), ∀ (bound : nat/strict-below idx n), 0 ≤ mp idx)
  (hmm : ∀ (idx : ℕ), ∀ (bound : nat/strict-below idx n), 0 ≤ mm idx)
  (hpD : signed/expr-sum-value (fun ts => p ts) n = D)
  (hstat : ∀ (idx : ℕ), ∀ (bound : nat/strict-below idx n), b idx + signed/from-nnrat 2 · c idx · p idx + mp idx + signed/negate (mm idx) = l)
  (hup : ∀ (idx : ℕ), ∀ (bound : nat/strict-below idx n), mp idx · (hi idx + signed/negate (p idx)) ≤ 0)
  (hlow : ∀ (idx : ℕ), ∀ (bound : nat/strict-below idx n), mm idx · (p idx + signed/negate (lo idx)) ≤ 0)
  (hqD : signed/expr-sum-value (fun ts => q ts) n = D)
  (hloq : ∀ (idx : ℕ), ∀ (bound : nat/strict-below idx n), lo idx ≤ q idx)
  (hqhi : ∀ (idx : ℕ), ∀ (bound : nat/strict-below idx n), q idx ≤ hi idx)
  → signed/expr-sum-value (fun tc => b tc · p tc + c tc · (p tc · p tc)) n ≤ signed/expr-sum-value (fun tc => b tc · q tc + c tc · (q tc · q tc)) n

+ = signed/add0 = signed/zero= = signed/equivalent: equality of rational values· = signed/multiplyℕ = data/Natℚ = signed/SignedRational≤ = signed/at-most