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PROBLEM OF-POINTS

  • Problem of points
  • Problem in probability theory

    The problem of points, also called the problem of division of the stakes, is a classical problem in probability theory. One of the famous problems that

    Problem of points

    Problem_of_points

  • Closest pair of points problem
  • Computational geometry problem

    pair of points problem or closest pair problem is a problem of computational geometry: given n {\displaystyle n} points in metric space, find a pair of points

    Closest pair of points problem

    Closest pair of points problem

    Closest_pair_of_points_problem

  • Trolley problem
  • Thought experiment in ethics

    Trolley Problem and the Dropping of Atomic Bombs, Masahiro Morioka considers the dropping of atomic bombs as an example of the trolley problem and points out

    Trolley problem

    Trolley problem

    Trolley_problem

  • Secretary problem
  • Mathematical problem involving optimal stopping theory

    The secretary problem demonstrates a scenario involving optimal stopping theory that is studied extensively in the fields of applied probability, statistics

    Secretary problem

    Secretary problem

    Secretary_problem

  • Birthday problem
  • Probability of shared birthdays

    In probability theory, the birthday problem asks for the probability that, in a set of n randomly chosen people, at least two will share the same birthday

    Birthday problem

    Birthday problem

    Birthday_problem

  • Happy ending problem
  • Five coplanar points have a subset forming a convex quadrilateral

    approach, that N = 30 {\displaystyle N=30} . The problem of finding sets of n points minimizing the number of convex quadrilaterals is equivalent to minimizing

    Happy ending problem

    Happy ending problem

    Happy_ending_problem

  • Gambler's ruin
  • Concept in probability theory and gambling

    Fermat in 1656 (two years after the more famous correspondence on the problem of points). Pascal's version was summarized in a 1656 letter from Pierre de

    Gambler's ruin

    Gambler's_ruin

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

    points. Of course, this problem is solvable by finitely many trials. Rules which would push the number of trials below the number of permutations of the

    Travelling salesman problem

    Travelling salesman problem

    Travelling_salesman_problem

  • Sleeping Beauty problem
  • Mathematical problem

    followed by a paper by Adam Elga. A formal analysis of the problem of belief formation in decision problems with imperfect recall was provided first by Michele

    Sleeping Beauty problem

    Sleeping Beauty problem

    Sleeping_Beauty_problem

  • Three prisoners problem
  • Mathematical problem

    The three prisoners problem appeared in Martin Gardner's "Mathematical Games" column in Scientific American in 1959. It is mathematically equivalent to

    Three prisoners problem

    Three_prisoners_problem

  • Broken stick problem
  • Problem in geometric probability

    geometric probability, the broken stick problem asks for the probability that one can form a triangle from the three parts of a line segment that has been split

    Broken stick problem

    Broken stick problem

    Broken_stick_problem

  • Sylvester's four point problem
  • Problem in geometric probability

    Sylvester's four point problem in geometric probability asks for the probability that four randomly chosen points in the Euclidean plane form a convex

    Sylvester's four point problem

    Sylvester's_four_point_problem

  • No-three-in-line problem
  • Geometry problem on grid points

    Unsolved problem in mathematics How many points can be placed in an n-by-n grid so that no three of them lie on a line? More unsolved problems in mathematics

    No-three-in-line problem

    No-three-in-line problem

    No-three-in-line_problem

  • Hadwiger–Nelson problem
  • Mathematical problem

    Unsolved problem in mathematics How many colors are needed to color the plane so that no two points at unit distance are the same color? More unsolved

    Hadwiger–Nelson problem

    Hadwiger–Nelson problem

    Hadwiger–Nelson_problem

  • Sunrise problem
  • Problem asking the probability that the sun will rise tomorrow

    sunrise problem can be expressed as follows: "What is the probability that the sun will rise tomorrow?" The sunrise problem illustrates the difficulty of using

    Sunrise problem

    Sunrise problem

    Sunrise_problem

  • Urn problem
  • Mental exercise in probability and statistics

    In probability and statistics, an urn problem is an idealized mental exercise in which some objects of real interest (such as atoms, people, cars, etc

    Urn problem

    Urn problem

    Urn_problem

  • Balls into bins problem
  • Balanced or random resource allocation

    balanced allocations) problem is a classic problem in probability theory that has many applications in computer science. The problem involves m balls and

    Balls into bins problem

    Balls_into_bins_problem

  • Gauss circle problem
  • How many integer lattice points there are in a circle

    In mathematics, the Gauss circle problem is the problem of determining how many integer lattice points there are in a circle centered at the origin and

    Gauss circle problem

    Gauss circle problem

    Gauss_circle_problem

  • Proximity problems
  • Distance estimation problems in computational geometry

    problems stated in terms of points only are sometimes referred to as closest point problems, although the term "closest point problem" is also used synonymously

    Proximity problems

    Proximity_problems

  • Alhazen's problem
  • On reflection in a spherical mirror

    that is tangent to the circle and has the given points as its foci. Although special cases of this problem were studied by Ptolemy in the 2nd century CE

    Alhazen's problem

    Alhazen's problem

    Alhazen's_problem

  • Buffon's needle problem
  • Question in geometric probability

    problem is a question first posed in the 18th century by Georges-Louis Leclerc, Comte de Buffon: Suppose we have a floor made of parallel strips of wood

    Buffon's needle problem

    Buffon's needle problem

    Buffon's_needle_problem

  • Coupon collector's problem
  • Problem in probability theory

    collector's problem refers to mathematical analysis of "collect all coupons and win" contests. It asks the following question: if each box of a given product

    Coupon collector's problem

    Coupon collector's problem

    Coupon_collector's_problem

  • Three-body problem
  • Physics problem related to laws of motion and gravity

    specifically classical mechanics, the three-body problem is to take the initial positions and velocities (or momenta) of three point masses orbiting each other

    Three-body problem

    Three-body problem

    Three-body_problem

  • Hausdorff moment problem
  • Probability problem

    moment problem, named after Felix Hausdorff, asks for necessary and sufficient conditions that a given sequence (m0, m1, m2, ...) be the sequence of moments

    Hausdorff moment problem

    Hausdorff_moment_problem

  • Classical definition of probability
  • Concept in probability theory

    to accompany during a trip. One problem was the so-called problem of points, a classic problem already then (treated by Luca Pacioli as early as 1494, and

    Classical definition of probability

    Classical definition of probability

    Classical_definition_of_probability

  • Boy or girl paradox
  • Paradox in probability theory

    surrounds a set of questions in probability theory, which are also known as the two children problem, Mr. Smith's children and the Mrs. Smith problem. The initial

    Boy or girl paradox

    Boy or girl paradox

    Boy_or_girl_paradox

  • Two envelopes problem
  • Puzzle in logic and mathematics

    The two envelopes problem, also known as the exchange paradox, is a paradox in probability theory. It is of special interest in decision theory and for

    Two envelopes problem

    Two envelopes problem

    Two_envelopes_problem

  • Problem of Apollonius
  • Geometry problem about finding touching circles

    In Euclidean plane geometry, the problem of Apollonius (also called Apollonius's problem or the Apollonian problem) is to construct circles that are tangent

    Problem of Apollonius

    Problem of Apollonius

    Problem_of_Apollonius

  • Stieltjes moment problem
  • Probability problem

    Stieltjes moment problem, named after Thomas Joannes Stieltjes, seeks necessary and sufficient conditions for a sequence (m0, m1, m2, ...) to be of the form m

    Stieltjes moment problem

    Stieltjes_moment_problem

  • German tank problem
  • Problem in statistical estimation

    In the statistical theory of estimation, the German tank problem consists of estimating the maximum of a discrete uniform distribution from sampling without

    German tank problem

    German tank problem

    German_tank_problem

  • Hamburger moment problem
  • Probability problem

    answer to the problem means that (m0, m1, m2, ...) is the sequence of moments of some positive Borel measure μ. The Stieltjes moment problem, Vorobyev moment

    Hamburger moment problem

    Hamburger_moment_problem

  • Moser's circle problem
  • Problem in geometry

    Moser's circle problem asks how many regions a circle can be divided into by choosing n {\displaystyle n} points along the circumference of the circle and

    Moser's circle problem

    Moser's circle problem

    Moser's_circle_problem

  • Lagrange point
  • Equilibrium points near two orbiting bodies

    celestial mechanics, the Lagrange points (/ləˈɡrɑːndʒ/), also called the Lagrangian points or libration points, are points of equilibrium for small-mass objects

    Lagrange point

    Lagrange point

    Lagrange_point

  • List of unsolved problems in mathematics
  • Many mathematical problems have been stated but not yet solved. These problems come from many areas of mathematics, such as theoretical physics, computer

    List of unsolved problems in mathematics

    List_of_unsolved_problems_in_mathematics

  • Bertrand's box paradox
  • Mathematical paradox

    including the Kolmogorov axioms. The problem can be reframed by describing the boxes as each having one drawer on each of two sides. Each drawer contains a

    Bertrand's box paradox

    Bertrand's_box_paradox

  • Circle packing in a square
  • Two-dimensional packing problem

    n points in a unit square in order to maximize the minimal separation, dn, between points. To convert between these two formulations of the problem, the

    Circle packing in a square

    Circle_packing_in_a_square

  • McMullen problem
  • Unsolved problem in mathematics For how many points is it always possible to projectively transform the points into convex position? More unsolved problems in

    McMullen problem

    McMullen_problem

  • Malfatti circles
  • Three tangent circles in a triangle

    two triangle centers, the Ajima–Malfatti points of a triangle. The problem of maximizing the total area of three circles in a triangle is never solved

    Malfatti circles

    Malfatti circles

    Malfatti_circles

  • Weber problem
  • Problem of minimizing sum of transport costs

    the problem of computing the Fermat point, the geometric median of three points. For this reason it is sometimes called the Fermat–Weber problem, although

    Weber problem

    Weber_problem

  • Littlewood–Offord problem
  • mathematical field of combinatorial geometry, the Littlewood–Offord problem is the problem of determining the number of subsums of a set of vectors that fall

    Littlewood–Offord problem

    Littlewood–Offord_problem

  • Year 2038 problem
  • Computer software bug occurring in 2038

    after 03:14:07 UTC on 19 January 2038. The problem exists in systems which measure Unix time—the number of seconds elapsed since the Unix epoch (00:00:00

    Year 2038 problem

    Year 2038 problem

    Year_2038_problem

  • Smallest-circle problem
  • Finding the smallest circle that contains all given points

    geometry problem of computing the smallest circle that contains all of a given set of points in the Euclidean plane. The corresponding problem in n-dimensional

    Smallest-circle problem

    Smallest-circle problem

    Smallest-circle_problem

  • Bertrand's ballot theorem
  • Election result probability theorem

    In combinatorics, Bertrand's ballot problem is the question: "In an election where candidate A receives p votes and candidate B receives q votes with

    Bertrand's ballot theorem

    Bertrand's_ballot_theorem

  • Heilbronn triangle problem
  • On point sets with no small-area triangles

    problem in mathematics What is the asymptotic growth rate of the area of the smallest triangle determined by three out of n {\displaystyle n} points in

    Heilbronn triangle problem

    Heilbronn triangle problem

    Heilbronn_triangle_problem

  • Tammes problem
  • Circle-packing on the surface of a sphere

    the Tammes problem is a problem in packing a given number of points on the surface of a sphere such that the minimum distance between points is maximized

    Tammes problem

    Tammes problem

    Tammes_problem

  • Trigonometric moment problem
  • trigonometric moment problem. The trigonometric moment problem is solvable, that is, { c k } k = 0 n {\displaystyle \{c_{k}\}_{k=0}^{n}} is a sequence of Fourier coefficients

    Trigonometric moment problem

    Trigonometric_moment_problem

  • Banach's matchbox problem
  • Problem in probability

    Banach's match problem is a classic problem in probability attributed to Stefan Banach. Feller says that the problem was inspired by a humorous reference

    Banach's matchbox problem

    Banach's_matchbox_problem

  • Bertrand paradox (probability)
  • Probability theory paradox

    The Bertrand paradox is a problem within the classical interpretation of probability theory. Joseph Bertrand introduced it in his work Calcul des probabilités

    Bertrand paradox (probability)

    Bertrand_paradox_(probability)

  • Maxima of a point set
  • coordinates of p. The maxima of a point set S are all the maximal points of S. The problem of finding all maximal points, sometimes called the problem of the

    Maxima of a point set

    Maxima of a point set

    Maxima_of_a_point_set

  • Mabinogion sheep problem
  • Aspect of control theory

    sheep problem or Mabinogian urn is a problem in stochastic control introduced by David Williams (mathematician) in 1991, who named it after a herd of magic

    Mabinogion sheep problem

    Mabinogion_sheep_problem

  • Moment problem
  • Trying to map moments to a measure that generates them

    mathematics, a moment problem arises as the result of trying to invert the mapping that takes a measure μ {\displaystyle \mu } to the sequence of moments m n =

    Moment problem

    Moment problem

    Moment_problem

  • Waldegrave problem
  • In game theory, the Waldegrave problem is a problem first described in the second edition of Pierre Raymond de Montmort`s Essay d'analyse sur les jeux

    Waldegrave problem

    Waldegrave_problem

  • Newton–Pepys problem
  • Probability problem

    The Newton–Pepys problem is a probability problem concerning the probability of throwing sixes from a certain number of dice. In 1693 Samuel Pepys and

    Newton–Pepys problem

    Newton–Pepys_problem

  • Steiner tree problem
  • On short connecting nets with added points

    the Steiner tree problem, or minimum Steiner tree problem, named after Jakob Steiner, is an umbrella term for a class of problems in combinatorial optimization

    Steiner tree problem

    Steiner tree problem

    Steiner_tree_problem

  • Coin problem
  • Mathematical problem

    problem (also referred to as the Frobenius coin problem or Frobenius problem, after the mathematician Ferdinand Frobenius) is a mathematical problem that

    Coin problem

    Coin problem

    Coin_problem

  • Erdős–Ulam problem
  • Does the plane contains a dense set of points whose distances are all rational

    Unsolved problem in mathematics Is there a dense set of points in the plane at rational distances from each other? More unsolved problems in mathematics

    Erdős–Ulam problem

    Erdős–Ulam_problem

  • Monty Hall problem
  • Probability puzzle

    The Monty Hall problem is a brain teaser, in the form of a probability puzzle, based nominally on the American television game show Let's Make a Deal

    Monty Hall problem

    Monty Hall problem

    Monty_Hall_problem

  • Buffon's noodle
  • Variation of Buffon's needle

    In geometric probability, the problem of Buffon's noodle is a variation on the well-known problem of Buffon's needle, named after Georges-Louis Leclerc

    Buffon's noodle

    Buffon's_noodle

  • Lagrange multiplier
  • Method to solve constrained optimization problems

    qualification. However, not all stationary points yield a solution of the original problem, as the method of Lagrange multipliers yields only a necessary

    Lagrange multiplier

    Lagrange_multiplier

  • Quadratic unconstrained binary optimization
  • Combinatorial optimization problem

    problem with a wide range of applications from finance and economics to machine learning. QUBO is an NP hard problem, and for many classical problems

    Quadratic unconstrained binary optimization

    Quadratic_unconstrained_binary_optimization

  • Hard problem of consciousness
  • Philosophical problem about why neural processes give rise to inner experience at all

    In philosophy of mind, the hard problem of consciousness (or simply the hard problem) is to explain how and why organisms have qualia, phenomenal consciousness

    Hard problem of consciousness

    Hard problem of consciousness

    Hard_problem_of_consciousness

  • Levent Alpöge
  • American-Turkish mathematician (born 1992)

    collaborators gave a second proof that Hilbert's tenth problem has a negative answer over the ring of integers of every algebraic number field, a result originally

    Levent Alpöge

    Levent Alpöge

    Levent_Alpöge

  • St. Petersburg paradox
  • Paradox involving a game with repeated coin flipping

    resident of Saint Petersburg, who in 1738 published his thoughts about the problem in the Commentaries of the Imperial Academy of Science of Saint Petersburg

    St. Petersburg paradox

    St._Petersburg_paradox

  • Circles of Apollonius
  • Several sets of circles associated with Apollonius of Perga

    circles, formed by solving Apollonius's problem iteratively. A circle is usually defined as the set of points P at a given distance r (the circle's radius)

    Circles of Apollonius

    Circles_of_Apollonius

  • K-server problem
  • Computational problem of interest in computer science

    unsolved problems in computer science The k-server problem is a problem of theoretical computer science in the category of online algorithms, one of two abstract

    K-server problem

    K-server_problem

  • Navier–Stokes existence and smoothness
  • Millennium Prize Problem

    unsolved problem in mathematics since the early 20th century. The equations are a system of partial differential equations that describe the motion of a fluid

    Navier–Stokes existence and smoothness

    Navier–Stokes existence and smoothness

    Navier–Stokes_existence_and_smoothness

  • Fagnano's problem
  • Optimisation problem in triangle geometry

    problem is an optimization problem that was first stated by Giovanni Fagnano in 1775: For a given acute triangle determine the inscribed triangle of minimal

    Fagnano's problem

    Fagnano's problem

    Fagnano's_problem

  • Thomson problem
  • Arrangement of points on a sphere

    behaviour of the total potential when the number N of points goes to infinity, not for concrete values of N. The solution of the Thomson problem for two

    Thomson problem

    Thomson_problem

  • Erdős distinct distances problem
  • Problem in discrete geometry

    geometry, the Erdős distinct distances problem states that every set of points in the plane has a nearly linear number of distinct distances. It was posed by

    Erdős distinct distances problem

    Erdős_distinct_distances_problem

  • N-body problem
  • Problem in physics and celestial mechanics

    In physics, the n-body problem is the problem of predicting the individual motions of a group of celestial objects interacting with each other gravitationally

    N-body problem

    N-body_problem

  • Euclidean shortest path
  • Problem of computing shortest paths around geometric obstacles

    shortest path problem is a problem in computational geometry: given a set of polyhedral obstacles in a Euclidean space, and two points, find the shortest

    Euclidean shortest path

    Euclidean shortest path

    Euclidean_shortest_path

  • Lambert's problem
  • Problem in celestial mechanics

    celestial mechanics, Lambert's problem is concerned with the determination of an orbit from two position vectors and the time of flight, posed in the 18th

    Lambert's problem

    Lambert's_problem

  • Problem of evil
  • Philosophical question

    philosophy of religion, the problem of evil, also known as the problem of suffering, is the philosophical question of how to reconcile the existence of evil

    Problem of evil

    Problem_of_evil

  • Falconer's conjecture
  • On distance sets of high-dimensional sets

    named after Kenneth Falconer, is an unsolved problem concerning the sets of Euclidean distances between points in compact d {\displaystyle d} -dimensional

    Falconer's conjecture

    Falconer's_conjecture

  • Eight disciplines problem solving
  • Eight disciplines of team-oriented problem solving method

    problem from any customer. D4: Determine and Verify Root Causes and Escape Points: Identify all applicable causes that could explain why the problem has

    Eight disciplines problem solving

    Eight_disciplines_problem_solving

  • Collatz conjecture
  • Open problem on 3x+1 and x/2 functions

    converge to 1? More unsolved problems in mathematics The Collatz conjecture is one of the most famous unsolved problems in mathematics. The conjecture

    Collatz conjecture

    Collatz_conjecture

  • Perspective-n-Point
  • Technique in computer vision

    Perspective-n-Point (PnP) is the problem of estimating the pose of a camera given a set of n 3D points in the world and their corresponding 2D projections

    Perspective-n-Point

    Perspective-n-Point

  • Feasible region
  • Initial set of valid possible values

    space is the set of all possible points (sets of values of the choice variables) of an optimization problem that satisfy the problem's constraints, potentially

    Feasible region

    Feasible region

    Feasible_region

  • Sylvester–Gallai theorem
  • Existence of a line through two points

    problem in 1893, and Tibor Gallai, who published one of the first proofs of this theorem in 1944. A line that contains exactly two of a set of points

    Sylvester–Gallai theorem

    Sylvester–Gallai theorem

    Sylvester–Gallai_theorem

  • 1-center problem
  • Combinatorial optimization problem

    In its most general case the problem is stated as follows: given a set of n demand points, a space of feasible locations of a facility and a function to

    1-center problem

    1-center_problem

  • List of NP-complete problems
  • list of some of the more commonly known problems that are NP-complete when expressed as decision problems. As there are thousands of such problems known

    List of NP-complete problems

    List_of_NP-complete_problems

  • Nearest neighbor search
  • Optimization problem in computer science

    registration Computational geometry – see Closest pair of points problem Cryptanalysis – for lattice problem Databases – e.g. content-based image retrieval Coding

    Nearest neighbor search

    Nearest_neighbor_search

  • Steiner point (computational geometry)
  • than would be possible from the original points alone. The name of these points comes from the Steiner tree problem, named after Jakob Steiner, in which the

    Steiner point (computational geometry)

    Steiner point (computational geometry)

    Steiner_point_(computational_geometry)

  • Optimization problem
  • Problem of finding the best feasible solution

    constrained problems and multimodal problems. In the context of an optimization problem, the search space refers to the set of all possible points or solutions

    Optimization problem

    Optimization_problem

  • Ruzsa–Szemerédi problem
  • one can choose from n {\displaystyle n} points so that every six points contain at most two triples. The problem is named after Imre Z. Ruzsa and Endre

    Ruzsa–Szemerédi problem

    Ruzsa–Szemerédi problem

    Ruzsa–Szemerédi_problem

  • Wicked problem
  • Problem that is difficult or impossible to solve

    In planning and policy, a wicked problem is a problem that is difficult or impossible to solve because of incomplete, contradictory, and changing requirements

    Wicked problem

    Wicked problem

    Wicked_problem

  • Art gallery problem
  • Mathematical problem

    gallery problem or museum problem is a well-studied visibility problem in computational geometry. It originates from the following real-world problem: "In

    Art gallery problem

    Art_gallery_problem

  • Hansen's problem
  • Fundamental topographical problem

    three points. The problem is to find the positions of P1 and P2. See figure; the angles measured are (α1, β1, α2, β2). Since it involves observations of angles

    Hansen's problem

    Hansen's problem

    Hansen's_problem

  • Shakespearean problem play
  • Plays by Shakespeare characterised by complex and ambiguous tone

    material and dark, psychological drama. Shakespeare's problem plays eschew the traditional trappings of both comedy and tragedy, and are sometimes cited as

    Shakespearean problem play

    Shakespearean_problem_play

  • Geometric median
  • Point minimizing sum of distances to given points

    points in the plane (that is, m = 3 and n = 2 in the definition below) is sometimes also known as Fermat's problem; it arises in the construction of minimal

    Geometric median

    Geometric median

    Geometric_median

  • Zarankiewicz problem
  • Unsolved problem in extremal graph theory

    Unsolved problem in mathematics What is the largest possible number of edges in a bipartite graph that has a given number of vertices and has no complete

    Zarankiewicz problem

    Zarankiewicz_problem

  • Mean line segment length
  • geometry, the mean line segment length is the average length of a line segment connecting two points chosen uniformly at random in a given shape. In other words

    Mean line segment length

    Mean_line_segment_length

  • Knapsack problem
  • Problem in combinatorial optimization

    The knapsack problem is the following problem in combinatorial optimization: Given a set of items, each with a weight and a value, determine which items

    Knapsack problem

    Knapsack problem

    Knapsack_problem

  • Decision boundary
  • Hypersurface used by a classification algorithm

    of a problem space in which the output label of a classifier is ambiguous. If the decision surface is a hyperplane, then the classification problem is

    Decision boundary

    Decision boundary

    Decision_boundary

  • Fourteen Points
  • 1918 U.S. peace proposals after World War I

    The Fourteen Points was a statement of principles for peace that was to be used for peace negotiations in order to end World War I. The principles were

    Fourteen Points

    Fourteen Points

    Fourteen_Points

  • Hopcroft's problem
  • Algorithmic problem on point-line incidence

    Hopcroft's problem is the problem of testing, for a given system of points and lines in the Euclidean plane, whether at least one of the points lies on at

    Hopcroft's problem

    Hopcroft's_problem

  • Correspondence problem
  • more images of the same 3D scene, taken from different points of view, the correspondence problem refers to the task of finding a set of points in one image

    Correspondence problem

    Correspondence_problem

  • Fekete problem
  • In mathematics, the Fekete problem is, given a natural number N and a real s ≥ 0, to find the points x1,...,xN on the 2-sphere for which the s-energy

    Fekete problem

    Fekete_problem

  • Covering problems
  • Type of computational problem

    examples of covering problems are the set cover problem, which is equivalent to the hitting set problem, and its special cases, the vertex cover problem and

    Covering problems

    Covering_problems

  • Calculus of variations
  • Differential calculus on function spaces

    Euler–Lagrange equation of the calculus of variations. A simple example of such a problem is to find the curve of shortest length connecting two points. If there are

    Calculus of variations

    Calculus_of_variations

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