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Reference · Lemmas behind operations-research checks

rainbow.math.lemmas.hhi-bounds

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

General lemmas: hhi bounds. 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.sums.two-terms

signed/positive-indicator-positive

TheoremFor all inputsNo axiomsSource

signed/positive-indicator-positive :
  (pi-s : ℚ)
  (pi-h : 1 ≤ data/Bool.rec (fun x₄ => ℚ) 1 0 (signed/decide-at-most pi-s 0))
  → 0 < pi-s

0 = signed/zero1 = signed/one< = signed/less-thanℚ = signed/SignedRational≤ = signed/at-most

signed/nested-eq-indicator-cases

TheoremFor all inputsNo axiomsSource

signed/nested-eq-indicator-cases :
  (ne-p ne-c : ℚ)
  → proposition/disjunction (data/Bool.rec (fun x₆₀ => ℚ) 0 (data/Bool.rec (fun x₆₄ => ℚ) 0 1 (signed/decide-at-most ne-c ne-p)) (signed/decide-at-most ne-p ne-c) = 0) (proposition/conjunction (data/Bool.rec (fun x₉₂ => ℚ) 0 (data/Bool.rec (fun x₉₆ => ℚ) 0 1 (signed/decide-at-most ne-c ne-p)) (signed/decide-at-most ne-p ne-c) = 1) (ne-p = ne-c))

0 = signed/zero1 = signed/one= = signed/equivalent: equality of rational valuesℚ = signed/SignedRational

signed/square-deviation-sum

TheoremFor all inputsNo axiomsSource

signed/square-deviation-sum :
  (dv-s : ℕ → ℚ) (dv-n : ℕ) (dv-h : ℚ)
  (dv-sum : signed/expr-sum-value dv-s dv-n = 1)
  (dv-hh : dv-h = signed/expr-sum-value (fun sq-i => dv-s sq-i · dv-s sq-i) dv-n)
  (dv-a : ℚ)
  → signed/expr-sum-value (fun dj => (dv-a + signed/negate (dv-s dj)) · (dv-a + signed/negate (dv-s dj))) dv-n = dv-a · dv-a · signed/from-nnrat (nnrat/make dv-n 0) + dv-h + signed/negate (dv-a + dv-a)

+ = signed/add1 = signed/one= = signed/equivalent: equality of rational values· = signed/multiplyℕ = data/Natℚ = signed/SignedRational

signed/hhi-reciprocal-bound

TheoremFor all inputsNo axiomsSource

signed/hhi-reciprocal-bound :
  (rc-s : ℕ → ℚ) (rc-n : ℕ) (rc-h : ℚ)
  (rc-sum : signed/expr-sum-value rc-s rc-n = 1)
  (rc-hh : rc-h = signed/expr-sum-value (fun sq-i => rc-s sq-i · rc-s sq-i) rc-n)
  → 1 ≤ signed/from-nnrat (nnrat/make rc-n 0) · rc-h

1 = signed/one= = signed/equivalent: equality of rational values· = signed/multiplyℕ = data/Natℚ = signed/SignedRational≤ = signed/at-most

signed/hhi-bounds

TheoremFor all inputsNo axiomsSource

signed/hhi-bounds :
  (bd-s : ℕ → ℚ) (bd-n : ℕ) (bd-h bd-m : ℚ)
  (hs : ∀ (idx : ℕ), ∀ (bound : nat/strict-below idx bd-n), 0 ≤ bd-s idx)
  (hsum : signed/expr-sum-value bd-s bd-n = 1)
  (hh : bd-h = signed/expr-sum-value (fun sq-i => bd-s sq-i · bd-s sq-i) bd-n)
  (hm : ∀ (idx : ℕ), ∀ (bound : nat/strict-below idx bd-n), bd-s idx ≤ bd-m)
  (hatt : 1 ≤ signed/expr-sum-value (fun at-i => data/Bool.rec (fun x₇ => ℚ) 0 (data/Bool.rec (fun x₁₀ => ℚ) 0 1 (signed/decide-at-most bd-m (bd-s at-i))) (signed/decide-at-most (bd-s at-i) bd-m)) bd-n)
  → proposition/conjunction (bd-m · bd-m ≤ bd-h) (conjunction)
  where conjunction := proposition/conjunction (bd-h ≤ bd-m) (proposition/conjunction (bd-m ≤ 1) (proposition/conjunction (bd-h ≤ 1) (1 ≤ signed/from-nnrat (nnrat/make bd-n 0) · bd-h)))

0 = signed/zero1 = signed/one= = signed/equivalent: equality of rational values· = signed/multiplyℕ = data/Natℚ = signed/SignedRational≤ = signed/at-most