Chapter1.Introduction
1.1Exercises.
1.2OpenProblems
1.3Notes
PartI.FundamentalAlgorithms
Chapter2.EfficientPolynomialArithmetic
2.1MultiplicationofPolynomialsI
2.2*MultiplicationofPolynomialsII
2.3*MultiplicationofSeveralPolynomials
2.4MultiplicationandInversionofPowerSeries
2.5*CompositionofPowerSeries
2.6Exercises
2.7OpenProblems
2.8Notes
Chapter3.EfficientAlgorithmswithBrancmng
3.1PolynomialGreatestCommonDivisors
3.2*LocalAnalysisoftheKnuth-Sch6nhageAlgorithm
3.3EvaluationandInterpolation
3.4*FastPointLocationinArrangementsofHyperplanes
3.5*Vapnik-ChervonenkisDimensionandEpsilon-Nets
3.6Exercises
3.7OpenProblems
3.8Notes
PartII.ElementaryLowerBounds
Chapter4.ModelsofComputation
4.1Straight-LineProgramsandComplexity
4.2ComputationSequences
4.3*Autarky
4.4*ComputationTrees
4.5*ComputationTreesandStraight-linePrograms
4.6Exercises
4.7Notes
Chapter5.PreconditioningandTranscendenceDegree
5.1Preconditioning
5.2TranscendenceDegree
5.3*ExtensiontoLinearlyDisjointFields
5.4Exercises
5.5OpenProblems
5.6Notes
Chapter6.TheSubstitutionMethod
6.1DiscussionofIdeas
6.2LowerBoundsbytheDegreeofLinearization
6.3*ContinuedFractions,Quotients,andComposition
6.4Exercises
6.5OpenProblems
6.6Notes
Chapter7.DifferentialMethods
7.1ComplexityofTruncatedTaylorSeries
7.2ComplexityofPartialDerivatives
7.3Exercises
7.4OpenProblems
7.5Notes
PartIII.HighDegree
Chapter8.TheDegreeBound
8.1AFieldTheoreticVersionoftheDegreeBound
8.2GeometricDegreeandaB6zoutInequality
8.3TheDegreeBound
8.4Applications
8.5*EstimatesfortheDegree
8.6*TheCaseofaFiniteField
8.7Exercises
8.8OpenProblems
8.9Notes
Chapter9.SpecificPolynomialswhichAreHardtoCompute
9.1AGenericComputation
9.2PolynomialswithAlgebraicCoefficients
9.3Applications
9.4*PolynomialswithRapidlyGrowingIntegerCoefficients
9.5*ExtensiontootherComplexityMeasures
9.6Exercises
9.7OpenProblems
9.8Notes
Chapter10.BranchingandDegree
10.1ComputationTreesandtheDegreeBound
10.2ComplexityoftheEuclideanRepresentation
10.3*DegreePatternoftheEuclideanRepresentation
10.4Exercises
10.5OpenProblems
10.6Notes
Chapter11.BranchingandConnectivity
11.1*EstimationoftheNumberofConnectedComponents
11.2LowerBoundsbytheNumberofConnectedComponents
11.3KnapsackandApplicationstoComputationalGeometry
11.4Exercises..
11.5OpenProblems
I1.6Notes
Chapter12.AdditiveComplexity
12.1Introduction
12.2*RealRootsofSparseSystemsofEquations
12.3ABoundontheAdditiveComplexity
12.4Exercises
12.5OpenProblems
12.6Notes
PartIV.LowDegree
Chapter13.LinearComplexity
13.1TheLinearComputationalModel
13.2FirstUpperandLowerBounds
13.3*AGraphTheoreticalApproach
13.4*LowerBoundsviaGraphTheoreticalMethods
13.5*GeneralizedFourierTransforms
13.6Exercises
13.7OpenProblems
13.8Notes
Chapter14.MultiplicativeandBilinearComplexity
14.1MultiplicativeComplexityofQuadraticMaps
14.2TheTensorialNotation
14.3RestrictionandConciseness
14.4OtherCharacterizationsofRank
14.5RankofthePolynomialMultiplication
14.6*TheSemiringT
14.7Exercises
14.8OpenProblems
14.9Notes
Chapter15.AsymptoticComplexityofMatrixMultiplication
15.1TheExponentofMatrixMultiplication
15.2FirstEstimatesoftheExponent
15.3ScalarRestrictionandExtension
15.4DegenerationandBorderRank
15.5TheAsymptoticSumInequality
15.6FirstStepsTowardstheLaserMethod
15.7*TightSets
15.8TheLaserMethod
15.9*PartialMatrixMultiplication
15.10*RapidMultiplicationofRectangularMatrices
15.11Exercises
15.12OpenProblems
15.13Notes
Chapter16.ProblemsRelatedtoMatrixMultiplication
16.1ExponentofProblems
16.2TriangularInversion
16.3LUP-decomposition
16.4MatrixInversionandDeterminant
16.5*TransformationtoEchelonForm
16.6*TheCharacteristicPolynomial
16.7*ComputingaBasisfortheKernel
16.8*OrthogonalBasisTransform
16.9*MatrixMultiplicationandGraphTheory
16.10Exercises
16.11OpenProblems
16.12Notes
Chapter17.LowerBoundsfortheComplexityofAlgebras
17.1FirstStepsTowardsLowerBounds
17.2MultiplicativeComplexityofAssociativeAlgebras
17.3*MultiplicativeComplexityofDivisionAlgebras
17.4*CommutativeAlgebrasofMinimalRank
17.5Exercises
17.6OpenProblems
17.7Notes
Chapter18.RankoverFiniteFieldsandCodes
18.1LinearBlockCodes
18.2LinearCodesandRank
18.3PolynomialMultiplicationoverFiniteFields
18.4*MatrixMultiplicationoverFiniteFields
18.5*RankofFiniteFields
18.6Exercises
18.7OpenProblems
18.8Notes
Chapter19.Rankof2-Sliceand3-SliceTensors
19.1TheWeierstraB-KroneckerTheory
19.2Rankof2-SliceTensors
19.3*Rankof3-SliceTensors
19.4Exercises
19.5Notes
Chapter20.TypicalTensorialRank
20.1GeometricDescription
20.2UpperBoundsontheTypicalRank
20.3*DimensionofConfigurationsinFormats
20.4Exercises
20.5OpenProblems
20.6*Appendix:TopologicalDegeneration
20.7Notes
PartV.CompleteProblems
Chapter21.PVersusNP:ANonuniformAlgebraicAnalogue
21.1Cook'sVersusValiant'sHypothesis
21.2p-DefinabilityandExpressionSize
21.3UniversalityoftheDeterminant
21.4CompletenessofthePermanent
21.5*TheExtendedValiantHypothesis
21.6Exercises
21.7OpenProblems
21.8Notes
Bibliography
ListofNotation
Index...