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COMBINATORIAL CLASS

  • Combinatorial class
  • In mathematics, a combinatorial class is a countable set of mathematical objects, together with a size function mapping each object to a non-negative

    Combinatorial class

    Combinatorial_class

  • Symbolic method (combinatorics)
  • Mathematical technique

    spirit in the 1970s with generic uses of languages for specifying combinatorial classes and their generating functions, as found in works by Foata and Schützenberger

    Symbolic method (combinatorics)

    Symbolic_method_(combinatorics)

  • Combinatorial optimization
  • Subfield of mathematical optimization

    Combinatorial optimization is a subfield of mathematical optimization that consists of finding an optimal object from a finite set of objects, where the

    Combinatorial optimization

    Combinatorial optimization

    Combinatorial_optimization

  • Combinatorics
  • Branch of discrete mathematics

    Combinatorics is well known for the breadth of the problems it tackles. Combinatorial problems arise in many areas of pure mathematics, notably in algebra

    Combinatorics

    Combinatorics

  • Combinatorial explosion
  • Rapid growth of the complexity of a problem due to its combinatorial properties

    In mathematics, a combinatorial explosion is the rapid growth of the complexity of a problem due to the way its combinatorics depends on input, constraints

    Combinatorial explosion

    Combinatorial_explosion

  • Combinatoriality
  • Concept in music

    In music using the twelve tone technique, combinatoriality is a quality shared by twelve-tone tone rows whereby each section of a row and a proportionate

    Combinatoriality

    Combinatoriality

  • Stirling numbers and exponential generating functions in symbolic combinatorics
  • combinatorial classes, which are explained on the page for symbolic combinatorics. Given a combinatorial class, the cycle operator creates the class obtained

    Stirling numbers and exponential generating functions in symbolic combinatorics

    Stirling_numbers_and_exponential_generating_functions_in_symbolic_combinatorics

  • Combinatorial game theory
  • Branch of game theory about two-player sequential games with perfect information

    Combinatorial game theory is a branch of mathematics and theoretical computer science that typically studies sequential games with perfect information

    Combinatorial game theory

    Combinatorial game theory

    Combinatorial_game_theory

  • Outline of combinatorics
  • Overview of and topical guide to combinatorics

    method Sieve methods Analytic combinatorics Symbolic combinatorics Combinatorial class Exponential formula Twelvefold way MacMahon Master theorem Data structure

    Outline of combinatorics

    Outline_of_combinatorics

  • Hot game
  • Type of game defined in mathematics

    In combinatorial game theory, a branch of mathematics, a hot game is one in which each player can improve their position by making the next move. By contrast

    Hot game

    Hot_game

  • Permutation pattern
  • Subpermutation of a longer permutation

    In combinatorial mathematics and theoretical computer science, a (classical) permutation pattern is a sub-permutation of a longer permutation. Any permutation

    Permutation pattern

    Permutation_pattern

  • Combinatorial design
  • Symmetric arrangement of finite sets

    Combinatorial design theory is the part of combinatorial mathematics that deals with the existence, construction and properties of systems of finite sets

    Combinatorial design

    Combinatorial_design

  • Bell number
  • Count of the possible partitions of a set

    In combinatorial mathematics, the Bell numbers count the possible partitions of a set. These numbers have been studied by mathematicians since the 19th

    Bell number

    Bell number

    Bell_number

  • Combinational logic
  • Type of digital logic implemented by Boolean circuits

    sums. Consider the following truth table, which represents a 3-input combinatorial logic element taking inputs A, B, and C, and with an output which is

    Combinational logic

    Combinational logic

    Combinational_logic

  • Factorial
  • Product of numbers from 1 to n

    combinatorics through the exponential generating function, which for a combinatorial class with n i {\displaystyle n_{i}} elements of size i {\displaystyle

    Factorial

    Factorial

  • Permutation class
  • relation and its equivalence classes are called Wilf classes. They are the combinatorial classes of permutation classes. The counting functions and Wilf

    Permutation class

    Permutation_class

  • Cryptomorphism
  • Non-obvious mathematical equivalence

    wide use among researchers in matroid theory. Combinatorial class, an equivalence among combinatorial enumeration problems hinting at the existence of

    Cryptomorphism

    Cryptomorphism

  • Combinatorial chemistry
  • Compound library-based chemical synthesis method

    Combinatorial chemistry comprises chemical synthetic methods that make it possible to prepare a large number (tens to thousands or even millions) of compounds

    Combinatorial chemistry

    Combinatorial_chemistry

  • Boltzmann sampler
  • Random sampling algorithm

    method in combinatorics. Let C {\displaystyle {\mathcal {C}}} be a combinatorial class with an ordinary generating function C ( z ) {\displaystyle C(z)}

    Boltzmann sampler

    Boltzmann_sampler

  • Analytic Combinatorics (book)
  • 2009 book on combinatorial enumeration

    book, concerns the symbolic method in combinatorics, in which classes of combinatorial objects are associated with formulas that describe their structures

    Analytic Combinatorics (book)

    Analytic_Combinatorics_(book)

  • Enumerations of specific permutation classes
  • Claesson, Anders; Nadeau, Émile; Pantone, Jay; Ulfarsson, Henning (2024), "Combinatorial Exploration: An algorithmic framework for enumeration", arXiv:2202.07715

    Enumerations of specific permutation classes

    Enumerations_of_specific_permutation_classes

  • Bijective proof
  • Technique for proving sets have equal size

    that two sets have equally many elements, or that the sets in two combinatorial classes have equal size, by finding a bijective function that maps one set

    Bijective proof

    Bijective_proof

  • Stack-sortable permutation
  • translated directly to and from (unlabeled) binary trees, another combinatorial class whose counting function is the sequence of Catalan numbers. A binary

    Stack-sortable permutation

    Stack-sortable_permutation

  • Analytic
  • Topics referred to by the same term

    Analytic combinatorics, a branch of combinatorics that describes combinatorial classes using generating functions Analytic element method, a numerical

    Analytic

    Analytic

  • Combinatorial topology
  • Mathematical subject

    In mathematics, combinatorial topology was an older name for algebraic topology, dating from the time when topological invariants of spaces (for example

    Combinatorial topology

    Combinatorial_topology

  • NP (complexity)
  • Complexity class used to classify decision problems

    (PDF). Retrieved 13 Apr 2021. Karp, Richard (1972). "Reducibility among Combinatorial Problems" (PDF). Complexity of Computer Computations. pp. 85–103. doi:10

    NP (complexity)

    NP (complexity)

    NP_(complexity)

  • Wilf equivalence
  • functions. The equivalence classes for Wilf equivalence are called Wilf classes; they are the combinatorial classes of permutation classes. The counting functions

    Wilf equivalence

    Wilf_equivalence

  • Anabelian geometry
  • Theory in number theory

    theory has since grown in varieties (absolute, mono-anabelian, and combinatorial versions) and with multiple interactions with number theory, algebraic

    Anabelian geometry

    Anabelian_geometry

  • Random permutation statistics
  • Concept in combinatorics

    odd cycle invariant simply means that membership in the respective combinatorial class is independent of the size and number of odd cycles occurring in

    Random permutation statistics

    Random_permutation_statistics

  • Semiring
  • Algebraic ring that need not have additive negative elements

    and multiplication. The family of (isomorphism equivalence classes of) combinatorial classes (sets of countably many objects with non-negative integer

    Semiring

    Semiring

  • Graham–Rothschild theorem
  • In combinatorics

    a theorem that applies Ramsey theory to combinatorics on words and combinatorial cubes. It is named after Ronald Graham and Bruce Lee Rothschild, who

    Graham–Rothschild theorem

    Graham–Rothschild_theorem

  • Lambert W function
  • Multivalued function in mathematics

    smaller rooted trees. Using the exponential formula for labeled combinatorial classes, this translates into the equation: T ( x ) = x e T ( x ) , {\displaystyle

    Lambert W function

    Lambert W function

    Lambert_W_function

  • Combinatorial matrix theory
  • Combinatorial matrix theory is a branch of linear algebra and combinatorics that studies matrices in terms of the patterns of nonzeros and of positive

    Combinatorial matrix theory

    Combinatorial_matrix_theory

  • Computational geometry
  • Branch of computer science

    (3D reconstruction). The main branches of computational geometry are: Combinatorial computational geometry, also called algorithmic geometry, which deals

    Computational geometry

    Computational_geometry

  • Cycle index
  • Polynomial in combinatorial mathematics

    In combinatorial mathematics a cycle index is a polynomial in several variables which is structured in such a way that information about how a group of

    Cycle index

    Cycle_index

  • Disjunctive sum
  • Operation in combinatorial game theory

    In the mathematics of combinatorial games, the sum or disjunctive sum of two games is a game in which the two games are played in parallel, with each

    Disjunctive sum

    Disjunctive_sum

  • Hales–Jewett theorem
  • Fundamental combinatorial result of Ramsey theory

    In mathematics, the Hales–Jewett theorem is a fundamental combinatorial result of Ramsey theory, named after Alfred W. Hales and Robert I. Jewett, that

    Hales–Jewett theorem

    Hales–Jewett_theorem

  • Latin square
  • Square array with symbols that each occur once per row and column

    Latin square from two dimensions to multiple dimensions. Block design Combinatorial design Eight queens puzzle Futoshiki Magic square Problems in Latin

    Latin square

    Latin square

    Latin_square

  • Travelling salesman problem
  • NP-hard problem in combinatorial optimization

    exactly once and returns to the origin city?" It is an NP-hard problem in combinatorial optimization, important in theoretical computer science and operations

    Travelling salesman problem

    Travelling salesman problem

    Travelling_salesman_problem

  • Quantum optimization algorithms
  • Optimization algorithms using quantum computing

    the combinatorial optimization problem is a string z {\displaystyle z} that is close to maximizing C ( z ) {\displaystyle C(z)} . For combinatorial optimization

    Quantum optimization algorithms

    Quantum_optimization_algorithms

  • Murnaghan–Nakayama rule
  • Computational method in group theory

    Murnaghan–Nakayama rule, named after Francis Murnaghan and Tadashi Nakayama, is a combinatorial method to compute irreducible character values of a symmetric group

    Murnaghan–Nakayama rule

    Murnaghan–Nakayama_rule

  • Ciprian Manolescu
  • Romanian-American mathematician

    for his role in the development of combinatorial Heegaard Floer homology. He was elected as a member of the 2017 class of Fellows of the American Mathematical

    Ciprian Manolescu

    Ciprian Manolescu

    Ciprian_Manolescu

  • Jack Edmonds
  • American/Canadian mathematician and computer scientist

    of his life. He has made fundamental contributions to the fields of combinatorial optimization, polyhedral combinatorics, discrete mathematics and the

    Jack Edmonds

    Jack Edmonds

    Jack_Edmonds

  • Michael H. Albert
  • Canadian mathematician

    New Zealand. His varied research interests include combinatorics and combinatorial game theory. Albert grew up in Canada, where he had success in the country's

    Michael H. Albert

    Michael H. Albert

    Michael_H._Albert

  • Dinitz–Garg–Goemans conjecture
  • Disproved conjecture in network flow theory

    In combinatorial optimization, the Dinitz–Garg–Goemans conjecture, also called Goemans' conjecture or the cost conjecture, is a statement about single-source

    Dinitz–Garg–Goemans conjecture

    Dinitz–Garg–Goemans_conjecture

  • Hadwiger conjecture (combinatorial geometry)
  • smaller copies of itself? More unsolved problems in mathematics In combinatorial geometry, the Hadwiger conjecture states that any convex body in n-dimensional

    Hadwiger conjecture (combinatorial geometry)

    Hadwiger conjecture (combinatorial geometry)

    Hadwiger_conjecture_(combinatorial_geometry)

  • Block design
  • Structure in combinatorial mathematics

    In combinatorial mathematics, a block design is an incidence structure consisting of a set together with a family of subsets known as blocks, chosen such

    Block design

    Block_design

  • Matchstick graph
  • Graph with edges of length one, able to be drawn without crossings

    long been seen as a desirable quality in graph drawing, and some specific classes of planar graphs can always be drawn with completely uniform edges. Every

    Matchstick graph

    Matchstick graph

    Matchstick_graph

  • Golod–Shafarevich theorem
  • Field in algebra

    r_{i}\leq d^{2}/4} for all i This result has important applications in combinatorial group theory: If G is a nontrivial finite p-group, then r > d 2 / 4

    Golod–Shafarevich theorem

    Golod–Shafarevich_theorem

  • Lin–Kernighan heuristic
  • Combinatorial algorithm

    In combinatorial optimization, Lin–Kernighan is one of the best heuristics for solving the symmetric travelling salesman problem.[citation needed] It

    Lin–Kernighan heuristic

    Lin–Kernighan_heuristic

  • Artificial intelligence
  • Intelligence of machines

    insufficient for solving large reasoning problems because they experienced a "combinatorial explosion", meaning they become exponentially slower as the problems

    Artificial intelligence

    Artificial_intelligence

  • Schubert calculus
  • Branch of algebraic geometry

    rather, the classes of their Zariski closures, the Schubert cycles or Schubert varieties) span the whole cohomology ring. The combinatorial aspects mainly

    Schubert calculus

    Schubert_calculus

  • Fisher's inequality
  • a system of subsets that satisfy certain prescribed conditions in combinatorial mathematics. Outlined by Ronald Fisher, a population geneticist and

    Fisher's inequality

    Fisher's_inequality

  • Mex (mathematics)
  • Smallest value in a well-ordered set which is not in a given subset

    well-ordered classes have minimum excluded values. Minimum excluded values of subclasses of the ordinal numbers are used in combinatorial game theory to

    Mex (mathematics)

    Mex_(mathematics)

  • Explanatory combinatorial dictionary
  • An explanatory combinatorial dictionary (ECD) is a type of monolingual dictionary designed to be part of a meaning-text linguistic model of a natural

    Explanatory combinatorial dictionary

    Explanatory_combinatorial_dictionary

  • Block graph
  • Graph whose biconnected components are all cliques

    In graph theory, a branch of combinatorial mathematics, a block graph or clique tree is a type of undirected graph in which every biconnected component

    Block graph

    Block graph

    Block_graph

  • Lu Jiaxi (mathematician)
  • Chinese mathematician

    self-taught Chinese mathematician who made important contributions in combinatorial design theory. He was a high school physics teacher in a remote city

    Lu Jiaxi (mathematician)

    Lu_Jiaxi_(mathematician)

  • Combinatorial participatory budgeting
  • Problem in social choice

    Combinatorial participatory budgeting, also called indivisible participatory budgeting or budgeted social choice, is a problem in social choice. There

    Combinatorial participatory budgeting

    Combinatorial_participatory_budgeting

  • Small Latin squares and quasigroups
  • quasigroups are equivalent mathematical objects, although the former has a combinatorial nature while the latter is more algebraic. The listing below will consider

    Small Latin squares and quasigroups

    Small_Latin_squares_and_quasigroups

  • Restricted sumset
  • Sumset of a field subject to a specific polynomial restriction

    cardinalities of various restricted sumsets is the following principle: the combinatorial Nullstellensatz. Let f ( x 1 , … , x n ) {\displaystyle f(x_{1},\ldots

    Restricted sumset

    Restricted_sumset

  • List of set classes
  • set classes, by Forte number. In music theory, a set class (an abbreviation of pitch-class-set class) is an ascending collection of pitch classes, transposed

    List of set classes

    List of set classes

    List_of_set_classes

  • Greedy algorithm
  • Sequence of locally optimal choices

    reconsider past choices. Greedy algorithms are often used to solve combinatorial optimization problems. If an optimization problem only depends on the

    Greedy algorithm

    Greedy algorithm

    Greedy_algorithm

  • Absoluteness (logic)
  • Mathematical logic concept

    principle that always holds in the constructible universe, such as the combinatorial principle ◊. Even if these principles are independent of ZF, each of

    Absoluteness (logic)

    Absoluteness_(logic)

  • Network flow problem
  • Class of computational problems

    In combinatorial optimization, network flow problems are a class of computational problems in which the input is a flow network (a graph with numerical

    Network flow problem

    Network_flow_problem

  • Incidence geometry
  • Field of mathematics which studies incidence structures

    these objects. In graph theory they are called hypergraphs, and in combinatorial design theory they are called block designs. Besides the difference

    Incidence geometry

    Incidence_geometry

  • Eugenia Malinnikova
  • Russian mathematician

    Logunov "in recognition of their introduction of a novel geometric combinatorial method to study doubling properties of solutions to elliptic eigenvalue

    Eugenia Malinnikova

    Eugenia Malinnikova

    Eugenia_Malinnikova

  • Planar graph
  • Graph that can be embedded in the plane

    projection. Plane graphs can be encoded with combinatorial maps or rotation systems. An equivalence class of topologically equivalent drawings on the sphere

    Planar graph

    Planar_graph

  • Discrepancy of hypergraphs
  • Area of discrepancy theory

    into two classes in such a way that ideally each hyperedge contains the same number of vertices in both classes. A partition into two classes can be represented

    Discrepancy of hypergraphs

    Discrepancy_of_hypergraphs

  • Law (mathematics)
  • Mathematical statement which always holds true

    Retrieved 2019-12-01. Steele, J. Michael (2004). The Cauchy–Schwarz Master Class: an Introduction to the Art of Mathematical Inequalities. The Mathematical

    Law (mathematics)

    Law_(mathematics)

  • NP-hardness
  • Complexity class

    Shmoys, D. B. (1985), The Traveling Salesman Problem: A Guided Tour of Combinatorial Optimization, John Wiley & Sons, ISBN 0-471-90413-9. More precisely

    NP-hardness

    NP-hardness

    NP-hardness

  • Michel Goemans
  • Belgian-American mathematician

    Massachusetts Institute of Technology working in discrete mathematics and combinatorial optimization at CSAIL and MIT Operations Research Center. Goemans earned

    Michel Goemans

    Michel Goemans

    Michel_Goemans

  • Douglas West (mathematician)
  • American mathematician (born 1953)

    and Douglas West. Published by Prentice Hall 1999. ISBN 0-13-014412-6 Combinatorial Mathematics Douglas B. West. Published by Cambridge University Press

    Douglas West (mathematician)

    Douglas_West_(mathematician)

  • Quadratic unconstrained binary optimization
  • Combinatorial optimization problem

    also known as unconstrained binary quadratic programming (UBQP), is a combinatorial optimization problem with a wide range of applications from finance

    Quadratic unconstrained binary optimization

    Quadratic_unconstrained_binary_optimization

  • Hook length formula
  • Mathematical formula for the number of Young tableaux

    In combinatorial mathematics, the hook length formula is a formula for the number of standard Young tableaux whose shape is a given Young diagram. It

    Hook length formula

    Hook_length_formula

  • Optimization problem
  • Problem of finding the best feasible solution

    bounds or constraints. In a discrete optimization problem, such as combinatorial optimization, the search space could consist of a finite set of permutations

    Optimization problem

    Optimization_problem

  • Matroid
  • Abstraction of linear independence of vectors

    these fields. Matroids have found applications in geometry, topology, combinatorial optimization, network theory, and coding theory. There are many equivalent

    Matroid

    Matroid

  • Alpha–beta pruning
  • Search algorithm

    adversarial search algorithm used commonly for machine playing of two-player combinatorial games (Tic-tac-toe, Chess, Connect 4, etc.). It stops evaluating a move

    Alpha–beta pruning

    Alpha–beta_pruning

  • Richard M. Karp
  • American mathematician

    the theory and application of NP-completeness, constructing efficient combinatorial algorithms, and applying probabilistic methods in computer science.

    Richard M. Karp

    Richard M. Karp

    Richard_M._Karp

  • Graph enumeration
  • combinatorics, an area of mathematics, graph enumeration describes a class of combinatorial enumeration problems in which one must count undirected or directed

    Graph enumeration

    Graph enumeration

    Graph_enumeration

  • Smart market
  • Periodic auction which is cleared by mathematical optimization

    allocation problem. A good overview is given in McCabe et al. (1991). Combinatorial auctions are smart markets in which goods are indivisible, but some

    Smart market

    Smart_market

  • Necklace (combinatorics)
  • Equivalence class in mathematics

    original on 2006-10-02. Polya, Georg; Read, R.C.; Aeppli, Dorothee (1987). Combinatorial enumeration of groups, graphs, and chemical compounds. Springer-Verlag

    Necklace (combinatorics)

    Necklace (combinatorics)

    Necklace_(combinatorics)

  • Orthogonal array
  • Type of mathematical array

    orthogonal Latin squares. These arrays have many connections to other combinatorial designs and have applications in the statistical design of experiments

    Orthogonal array

    Orthogonal_array

  • Octal game
  • Class of mathematical game

    (game pieces or stones) from heaps of tokens. They have been studied in combinatorial game theory as a generalization of Nim, Kayles, and similar games. Octal

    Octal game

    Octal_game

  • Richard Garfield
  • American game designer (born 1963)

    studying combinatorial mathematics. Garfield studied under Herbert Wilf and earned a Ph.D. in 1993 with a thesis titled On the Residue Classes of Combinatorial

    Richard Garfield

    Richard Garfield

    Richard_Garfield

  • Computational complexity theory
  • Inherent difficulty of computational problems

    his landmark paper, "Reducibility Among Combinatorial Problems", in which he showed that 21 diverse combinatorial and graph theoretical problems, each infamous

    Computational complexity theory

    Computational_complexity_theory

  • Handshaking lemma
  • Every graph has evenly many odd vertices

    other applications of the degree sum formula include proofs of certain combinatorial structures. For example, in the proofs of Sperner's lemma and the mountain

    Handshaking lemma

    Handshaking lemma

    Handshaking_lemma

  • Nimber
  • Number used in combinatorial game theory

    introduced in combinatorial game theory, where they are defined as the values of heaps in the game Nim. The nimbers are the same proper class as the ordinal

    Nimber

    Nimber

  • Graph neural network
  • Class of artificial neural networks

    citation networks, molecular biology, chemistry, physics and NP-hard combinatorial optimization problems. Open source libraries implementing GNNs include

    Graph neural network

    Graph_neural_network

  • Brute-force search
  • Problem-solving technique and algorithmic paradigm

    problems tends to grow very quickly as the size of the problem increases (§Combinatorial explosion). Therefore, brute-force search is typically used when the

    Brute-force search

    Brute-force_search

  • List of unsolved problems in mathematics
  • Dowling, T. A. (February 1973). "A class of geometric lattices based on finite groups". Journal of Combinatorial Theory. Series B. 14 (1): 61–86. doi:10

    List of unsolved problems in mathematics

    List_of_unsolved_problems_in_mathematics

  • Weapon-target assignment problem
  • The weapon-target assignment (WTA) problem is a class of combinatorial optimization problems present in the fields of optimization and operations research

    Weapon-target assignment problem

    Weapon-target_assignment_problem

  • Go and mathematics
  • Calculations of the game complexity of Go

    development of the surreal numbers and contributed to development of combinatorial game theory (with Go Infinitesimals being a specific example of its

    Go and mathematics

    Go and mathematics

    Go_and_mathematics

  • Secretary problem
  • Mathematical problem involving optimal stopping theory

    Online Algorithm for Weighted Bipartite Matching and Extensions to Combinatorial Auctions". Algorithms – ESA 2013. Lecture Notes in Computer Science

    Secretary problem

    Secretary problem

    Secretary_problem

  • Ramsey's theorem
  • Statement in mathematical combinatorics

    version of this result was proved by Frank Ramsey. This initiated the combinatorial theory now called Ramsey theory, that seeks regularity amid disorder:

    Ramsey's theorem

    Ramsey's_theorem

  • Platonic solid
  • Any of the five regular polyhedra

    combinatorial description of the polyhedron. The Schläfli symbols of the five Platonic solids are given in the table below. All other combinatorial information

    Platonic solid

    Platonic solid

    Platonic_solid

  • PSPACE-complete
  • Type of decision problem in computer science

    quantified Boolean formulas, step-by-step changes between solutions of combinatorial optimization problems, and many puzzles and games. A problem is defined

    PSPACE-complete

    PSPACE-complete

  • Social golfer problem
  • Mathematics problem

    In discrete mathematics, the social golfer problem (SGP) is a combinatorial-design problem derived from a question posted in the usenet newsgroup sci

    Social golfer problem

    Social_golfer_problem

  • Multi-issue voting
  • Social choice problem

    there are many issues. The study of this setting is sometimes called combinatorial voting. There are several issues to be decided on. For each issue t

    Multi-issue voting

    Multi-issue_voting

  • Separable permutation
  • In combinatorial mathematics, a separable permutation is a permutation that can be obtained from the trivial permutation 1 by direct sums and skew sums

    Separable permutation

    Separable permutation

    Separable_permutation

  • IP set
  • Set of natural numbers

    Furstenberg, H.; Weiss, B. (December 1978). "Topological Dynamics and Combinatorial Number Theory". Journal d'Analyse Mathématique. 34: 61–85. doi:10.1007/BF02790008

    IP set

    IP_set

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