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Inference algorithm for probabilistic graphical models
Variable elimination (VE) is a simple and general exact inference algorithm in probabilistic graphical models, such as Bayesian networks and Markov random
Variable_elimination
Topics referred to by the same term
up elimination in Wiktionary, the free dictionary. Elimination may refer to: Elimination (pharmacology), processes by which a drug is eliminated from
Elimination
In computer science, an induction variable is a variable that gets increased or decreased by a fixed amount on every iteration of a loop or is a linear
Induction_variable
Mathematical algorithm for eliminating variables from a system of linear inequalities
Fourier–Motzkin elimination, also known as the FME method, is a mathematical algorithm for eliminating variables from a system of linear inequalities.
Fourier–Motzkin_elimination
Probabilistic graphical representation of causal relationships
inference methods are: variable elimination, which eliminates (by integration or summation) the non-observed non-query variables one by one by distributing
Bayesian_network
Experimental element which is not changed throughout the experiment
“deconfounders”, are variables which are theorized to be unaffected by the treatment and which are intended to eliminate omitted-variable bias. "Bad controls"
Control_variable
Process in artificial intelligence and operations research
rational numbers; solving problems on these constraints is done via variable elimination or the simplex algorithm. Constraint satisfaction as a general problem
Constraint_satisfaction
Tournament format in which the loser of each match-up is immediately eliminated
single-elimination knockout, or sudden-death tournament is a type of elimination tournament where the loser of a match-up is immediately eliminated from
Single-elimination_tournament
Machine learning algorithm
this, is to decide an elimination order for its nodes, and then run the Variable elimination algorithm. The variable elimination algorithm states that
Junction_tree_algorithm
Algorithm for solving systems of linear equations
echelon form is sometimes called Gauss–Jordan elimination. In this case, the term Gaussian elimination refers to the process until it has reached its
Gaussian_elimination
Part of algebraic geometry devoted to the elimination of variables between polynomials
geometry, elimination theory is the classical name for algorithmic approaches to eliminating some variables between polynomials of several variables, in order
Elimination_theory
Compiler optimization to remove code which does not affect the program results
at load or runtime are called dynamic dead-code elimination or dynamic dead-instruction elimination. Most programming languages, compilers and operating
Dead-code_elimination
methods, for example variable conditioning (backtracking, backjumping, etc.) and constraint inference (arc consistency, variable elimination, etc.) Hybrid algorithms
Hybrid algorithm (constraint satisfaction)
Hybrid_algorithm_(constraint_satisfaction)
In computer programming, a dead store is a local variable that is assigned a value but is read by no following instruction. Dead stores waste processor
Dead_store
Dynamic display refresh rate that can continuously and seamlessly vary on the fly
arrives, then it won't be shown until that interval arrives. Variable refresh rates eliminate these issues by matching the refresh rates of a display to
Variable_refresh_rate
allocation for global variables global common subexpression elimination global constant propagation global copy propagation dead code elimination alias analysis
Vbcc
Type of compiler optimization
two multiplications inside the loop (6*i and a[i]), and induction variable elimination could then elide i completely. Since 6 * i must be in lock step with
Loop-invariant_code_motion
intraprocedural optimizations such as dead code elimination, loop-invariant code motion, and induction variable elimination can take advantage of information from
Enabling_transformation
variables, every variable is associated a bucket containing all constraints such that the variable is the greatest in their scope. Bucket elimination
Decomposition method (constraint satisfaction)
Decomposition_method_(constraint_satisfaction)
Mathematical use of "there exists"
logical operator symbol ∃, which, when used together with a predicate variable, is called an existential quantifier ("∃x" or "∃(x)" or "(∃x)"), read as
Existential_quantification
Automotive piston engine technology
Variable valve lift (VVL) is an automotive piston engine technology which varies the height a valve opens in order to improve performance, fuel economy
Variable_valve_lift
Computer programming, a variable accessible throughout a computer program
In computer programming, a global variable is a variable with global scope, meaning that it is visible (hence accessible) throughout the program, unless
Global_variable
Case in parallel computing
vectorized by variable elimination. The general framework for loop vectorization is split into four stages: Prelude: Where the loop-independent variables are prepared
Automatic_vectorization
Airplane wings capable of changing position to alter their geometry
A variable-sweep wing, colloquially known as a "swing wing", is an airplane wing, or set of wings, that may be modified during flight, swept back and then
Variable-sweep_wing
Compiler optimization
CSE: local common subexpression elimination works within a single basic block global common subexpression elimination works on an entire procedure, Both
Common subexpression elimination
Common_subexpression_elimination
Computational Formula that can be measured in terms of True or False
QBF in 1998, followed by the introduction of clause learning and variable elimination in 2002; thus, as compared to SAT solving, which has been under development
True quantified Boolean formula
True_quantified_Boolean_formula
Type of adjustable-speed drive
A variable-frequency drive (VFD, or adjustable-frequency drive, adjustable-speed drive, variable-speed drive, AC drive, micro drive, inverter drive, variable
Variable-frequency_drive
Optimization replacing a function call with that function's source code
site. This in turn may enable dead code elimination, loop-invariant code motion, or induction variable elimination. In the C example in the prior section
Inline_expansion
without explanation.[citation needed] Fresh variables may be used to replace other variables, to eliminate variable shadowing or capture. For instance, in
Fresh_variable
Control loop feedback mechanism
target value (setpoint or SP) with the actual value of the system (process variable or PV). The difference between these two values is called the error value
PID_controller
Basic concepts of algebra
production of a linear equation with just one variable, by subtracting one from the other (called the elimination method): { y = x + 22 First equation y =
Elementary_algebra
Simplification technique in mathematical logic
with queues. Quantifier elimination for the theory of the real numbers as an ordered additive group is Fourier–Motzkin elimination; for the theory of the
Quantifier_elimination
Compiler that optimizes generated code
most modern languages. Induction variable recognition and elimination See discussion above about induction variable analysis. Alias classification and
Optimizing_compiler
Logic programming with constraint satisfaction
constraints. For example, unification is used for finite tree equalities, variable elimination for polynomial equations over reals, constraint propagation to enforce
Constraint_logic_programming
Several equations of degree 1 to be solved simultaneously
{3}{2}}} . This method generalizes to systems with additional variables (see "elimination of variables" below, or the article on elementary algebra). A general
System_of_linear_equations
Graphical method to simplify Boolean expressions
pattern-recognition capability. It also permits the rapid identification and elimination of potential race conditions. The required Boolean results are transferred
Karnaugh_map
Theorem in algebraic geometry
the coefficients. This belongs to elimination theory, as computing the resultant amounts to eliminating variables between polynomial equations. In fact
Main theorem of elimination theory
Main_theorem_of_elimination_theory
numeric variable can take on at each point of a program's execution. The resulting information can be used in optimizations such as redundancy elimination, dead
Value_range_analysis
Algorithm for linear programming
original variable can then be eliminated by substitution. For example, given the constraint x 1 ≥ 5 {\displaystyle x_{1}\geq 5} a new variable, y 1 {\displaystyle
Simplex_algorithm
Logical formalism using combinators instead of variables
Combinatory logic is a notation to eliminate the need for quantified variables in mathematical logic. It was introduced by Moses Schönfinkel and Haskell
Combinatory_logic
Encoding method for variable-length integers
A variable-length quantity (VLQ) is a universal code that uses an arbitrary number of binary octets (eight-bit bytes) to represent an arbitrarily large
Variable-length_quantity
Elimination genre party game
Musical chairs is a game of elimination involving players, chairs, and music. It is a staple of many parties worldwide. A set of chairs is arranged in
Musical_chairs
Quantifier elimination for semi-algebraic sets
quantifier-free formula. If quantifier elimination occurs, the theory is complete in the sense that one can decide whether a variable-free formula is true of false
Tarski–Seidenberg_theorem
Type of logical system
First-order logic uses quantified variables over non-logical objects, and allows the use of sentences that contain variables. Rather than propositions such
First-order_logic
Method of statistical factor analysis
significant extent. Backward elimination, which involves starting with all candidate variables, testing the deletion of each variable using a chosen model fit
Stepwise_regression
Type of quantum mechanics theory
In physics, a hidden-variable theory is a deterministic model which seeks to explain the probabilistic nature of quantum mechanics by introducing additional
Hidden-variable_theory
Type of compiler optimization
Having replaced all uses of variables a and b with constants, the compiler's dead-code elimination applies to those variables, leaving: int c = 12; c =
Constant_folding
well known operational solution. Now using classical techniques for variable elimination in polynomial systems (results from the theory of Resultants and
Holomorphic Embedding Load-flow method
Holomorphic_Embedding_Load-flow_method
Optimizing objective functions that have constrained variables
constraints having the variable has the highest in the order. Bucket elimination proceed from the last variable to the first. For each variable, all constraints
Constrained_optimization
Relationship between programs and proofs
finite collection of variables, annotated with their types. A term T (also annotated with its type) will depend on these variables [Γ ⊢ T:δ] when: T is
Curry–Howard_correspondence
Probability distribution
a type of continuous probability distribution for a real-valued random variable. The general form of its probability density function is f ( x ) = 1 2
Normal_distribution
Compiler optimization
In compilers, live variable analysis (or simply liveness analysis) is a classic data-flow analysis to calculate the variables that are live at each point
Live-variable_analysis
processes in probability theory and statistics, a nuisance variable is a random variable that is fundamental to the probabilistic model, but that is
Nuisance_variable
Harmonic oscillator whose parameters oscillate in time
{\frac {1}{2}}\int _{0}^{t}\beta (\tau )\,d\tau } . This change of variable eliminates the damping term in the differential equation, reducing it to d 2
Parametric_oscillator
Bias in causal inference
be a variable that (1) independently predicts the outcome (or dependent variable), (2) is associated with the exposure (or independent variable), and
Confounding
Average value of a random variable
generalization of the weighted average. The expected value of a random variable with a finite number of outcomes is a weighted average of all possible
Expected_value
Model that describes the programmable interface of a computer processor
instructions have variable length, typically integral multiples of a byte or a halfword. Some, such as the ARM with Thumb-extension have mixed variable encoding
Instruction_set_architecture
Software engineering technique
helps eliminate redundant code that common subexpression elimination (CSE) does not.[citation needed] At the same time, however, CSE may eliminate code
Value_numbering
Coding guidelines by Gerald J. Holzmann
inclusion of header files and simple macros definitions. Token pasting, variable argument lists (ellipses), and recursive macro calls are not allowed. All
The Power of 10: Rules for Developing Safety-Critical Code
The_Power_of_10:_Rules_for_Developing_Safety-Critical_Code
Statistical measure of how far values spread from their average
the expected value of the squared deviation from the mean of a random variable. The standard deviation is the square root of the variance. Technically
Variance
quantifier quantifying a variable occurring in β {\displaystyle \beta } . Existential Instantiation (or Existential Elimination) ∃ α φ {\displaystyle \exists
List_of_rules_of_inference
(1990), and elimination of imaginaries was introduced by Poizat (1983). M is a model of some theory. x and y stand for n-tuples of variables, for some natural
Imaginary_element
Mathematical technique for simplification
change of variables is a basic technique used to simplify problems in which the original variables are replaced with functions of other variables. The intent
Change_of_variables
Device that helps steer vehicles by augmenting steering effort of the steering wheel
conditions. Engineers can therefore tailor steering-gear response to variable-rate and variable-damping suspension systems, optimizing ride, handling, and steering
Power_steering
Statistical modeling method
(dependent variable) and one or more explanatory variables (regressor or independent variable). A model with exactly one explanatory variable is a simple
Linear_regression
Visual artifact in video display
video card throttle the benchmarking program, causing invalid results. Variable refresh rate technologies, like AMD's FreeSync and Nvidia's G-Sync, adapt
Screen_tearing
In programming, detecting whether a variable is within given bounds before use
time-consuming, it is not always done. Bounds-checking elimination is a compiler optimization technique that eliminates unneeded bounds checking. A range check is
Bounds_checking
Words joined with underscores
It is a commonly used naming convention in computing, for example for variable and subroutine names, and for filenames. One study has found that readers
Snake_case
Mathematical logic concept
non-S". The distinction between the two contrapositives is absorbed and eliminated in the principle of transposition, which presupposes the "mediate inferences"
Contraposition
Program function without side effects
identical for identical arguments (no variation with local static variables, non-local variables, mutable reference arguments or input streams, i.e., referential
Pure_function
symbols in Omega), despite the high complexity. In some cases, such as variable elimination ("projection"), PolyLib and PPL primarily use algorithms for the
Frameworks supporting the polyhedral model
Frameworks_supporting_the_polyhedral_model
Reciprocating internal combustion engine
(115 kilowatts). The engine features common rail Direct injection and a variable nozzle turbocharger. The injection system operates at 1,600 bar (23,000 psi)
Mercedes-Benz_OM642_engine
razor or Law of Parsimony; arguments which do not introduce extraneous variables are to be preferred in logical argumentation. entitas ipsa involvit aptitudinem
List_of_Latin_phrases_(full)
Games for the Sony PlayStation / PS1 / PSone
Unreleased Unreleased Unknown Variable 1: Masque Manor Lightspan Lightspan Unreleased Unreleased 1999 Unknown Variable 2: Raven's Ridge Lightspan Lightspan
List of PlayStation (console) games (M–Z)
List_of_PlayStation_(console)_games_(M–Z)
Multiplicative factor in a mathematical expression
either implicitly attached to the zeroth power of a variable or not attached to other variables in an expression; for example, the constant coefficients
Coefficient
Measure of variation in statistics
standard deviation is a measure of the amount of variation of the values of a variable about its (arithmetic) average. A low standard deviation indicates that
Standard_deviation
Type of motor vehicle steering device
BMW passenger cars. Active steering describes a type of power electric variable gear ratio power steering technology introduced by BMW in 2003 first appearing
Active_steering
Probability distribution
parameter. The distribution is supported on the interval [0, ∞). If a random variable X has this distribution, we write X ~ Exp(λ). The exponential distribution
Exponential_distribution
Branch of mathematics
Calculus is the "mathematical backbone" for solving problems in which variable quantities change with time or another reference value. It has also been
Calculus
In mathematical logic, an atomic formula or its negation
it is a positive or negative literal. In logics with double negation elimination (where ¬ ¬ x ≡ x {\displaystyle \lnot \lnot x\equiv x} ) the complementary
Literal_(mathematical_logic)
Type of statistical variable
adjusting for it would eliminate part of the desired causal path. In other words, bad controls might as well be dependent variables in the model under consideration
Bad_control
Method of deriving conclusions
and elimination, implication introduction and elimination, negation introduction and elimination, and biconditional introduction and elimination. As a
Rule_of_inference
Algorithm for minimizing a function over a set of independent variables
The dead-end elimination algorithm (DEE) is a method for minimizing a function over a discrete set of independent variables. The basic idea is to identify
Dead-end_elimination
Kind of proof calculus
immediately by its elimination can be turned into an equivalent derivation without this detour. It is a check on the strength of elimination rules: they must
Natural_deduction
Property of an intermediate representation in a compiler
or simply SSA) is a type of intermediate representation (IR) where each variable is assigned exactly once. SSA is used in most high-quality optimizing compilers
Static_single-assignment_form
Life insurance combining flexible premiums with investment-linked cash-value accounts
Variable universal life insurance (often shortened to VUL) is a type of life insurance that builds a cash value. In a VUL, the cash value can be invested
Variable universal life insurance
Variable_universal_life_insurance
Building in New Haven, Connecticut
all-electric machinery in its laundry and kitchens, and there are separate variable refrigerant flow systems for the hotel's hot-water and HVAC systems. The
Hotel_Marcel
System of formal deduction in logic
where x {\displaystyle x} is not a free variable of ψ {\displaystyle \psi } . Conjunction introduction and elimination introduction: α → ( β → α ∧ β ) {\displaystyle
Hilbert_system
Branch of statistics
and the elimination of plausible alternative causes." Causal inference is conducted via the study of systems where the measure of one variable is suspected
Causal_inference
Reciprocating internal combustion engine
continuously variable valve timing on both the intake and exhaust sides. A new electronically controlled cooling system has eliminated the need for a
Mercedes-Benz_M273_engine
Data structure that tracks variable use and definitions
subexpression elimination. Making the use-define or define-use chains is a step in liveness analysis, so that logical representations of all the variables can be
Use-define_chain
A variable geometry turbomachine uses movable vanes to optimize its efficiency at different operating conditions. This article refers to movable vanes
Variable geometry turbomachine
Variable_geometry_turbomachine
Aspect of photography history
range from standard wide angle to long telephoto; albeit with a small variable maximum aperture to keep size, weight and cost within reason. Although
History of the single-lens reflex camera
History_of_the_single-lens_reflex_camera
unsatisfiable XOR-SAT instance of 2 variables and 3 clauses: (a ⊕ b) ∧ (a) ∧ (b) Here is a satisfiable XOR-SAT instance of 2 variables and 1 clause admitting 2 solutions:
XOR-SAT
Metric of alcohol concentration in blood
estimating the absorption and elimination of alcohol in the interim between driving and testing. The rate of elimination in the average person is commonly
Blood_alcohol_content
Primary time standard globally used to regulate clocks and time
but the minute and all larger time units (hour, day, week, etc.) are of variable duration. Decisions to introduce a leap second are announced at least six
Coordinated_Universal_Time
Compression ratio adjustment technology
Variable compression ratio (VCR) is a technology to adjust the compression ratio of an internal combustion engine while the engine is in operation. This
Variable_compression_ratio
such as those with various forms of loops. Dead code elimination Reaching definition Live-variable analysis Harrold, Mary Jean (Fall 2009). "Basic Analysis"
Upwards_exposed_uses
Programming language
are disjoint, even if the processes use procedures with global variables, eliminating time-dependent errors. Several features in Pascal were ambiguous
SuperPascal
instantly teleport up to 2.5 miles. Carries heat-seeking missiles and variable-caliber machine guns. When Unicron creates Cyclonus, both Skywarp and Bombshell
List of The Transformers characters
List_of_The_Transformers_characters
VARIABLE ELIMINATION
VARIABLE ELIMINATION
Boy/Male
Greek
Amiable.
Surname or Lastname
English
English : from the feminine personal name Mirabel, equated in medieval records with Latin mirabilis ‘marvellous’, ‘wonderful’ (in the sense ‘extraordinary’).
Girl/Female
Christian & English(British/American/Australian)
Amiable
Boy/Male
Hindu
Amiable
Girl/Female
Indian
Valuable
Girl/Female
Tamil
Valuable
Boy/Male
Vietnamese
Valuable.
Boy/Male
Arabic, Bengali, Hindu, Indian, Kannada, Marathi, Muslim, Telugu
Valuable
Boy/Male
Hawaiian
Valuable.
Boy/Male
Anglo, British, English
Variable
Boy/Male
Tamil
Amiable
Boy/Male
Hindi
Valuable.
Girl/Female
Gujarati, Hindu, Indian
Valuable
Boy/Male
Hindu, Indian
Valuable
Male
Danish
, amiable.
Girl/Female
Assamese, Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Telugu
Valuable
Male
Dutch
, amiable.
Girl/Female
Armenian
Valuable.
Male
Danish
, amiable.
Boy/Male
Arabic, Indian, Muslim
Valuable
VARIABLE ELIMINATION
VARIABLE ELIMINATION
Girl/Female
Muslim
Beautiful
Surname or Lastname
English and French
English and French : from a medieval personal name (Latin Vincentius, a derivative of vincens, genitive vincentis, present participle of vincere ‘to conquer’). The name was borne by a 3rd-century Spanish martyr widely venerated in the Middle Ages and by a 5th-century monk and writer of Lérins, as well as various other early saints. In eastern Europe the name became popular in honor of Wincenty Kadłubek (died 1223), a bishop of Kraków and an early chronicler.Irish : the English surname has been established in the south of Ireland since the 17th century, and has also been adopted as an English equivalent of Gaelic Mac Dhuibhinse ‘son of the dark man of the island’.
Boy/Male
Indian
Sky
Boy/Male
Hindu, Indian, Traditional
Krisna and Visnu Conjoined
Girl/Female
English Japanese
An astrological name; feminine of Taurus, the bull.
Girl/Female
Swedish Teutonic Greek
Rules the home.
Boy/Male
Gujarati, Indian
Musical Instrument; Used in Medieval Time to Gather People for Informantion
Boy/Male
French, Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Sanskrit, Traditional
A Goddess
Biblical
The graves of lust
Boy/Male
English
Anne's son; son of God. Famous Bearer: actor Anson Williams.
VARIABLE ELIMINATION
VARIABLE ELIMINATION
VARIABLE ELIMINATION
VARIABLE ELIMINATION
VARIABLE ELIMINATION
a.
Liable to undergo a judicial examination; properly coming under the cognizance of a court; as, a cause may be triable before one court which is not triable in another.
a.
Liable to vary; too susceptible of change; mutable; fickle; unsteady; inconstant; as, the affections of men are variable; passions are variable.
a.
Arable; tillable.
a.
Worthy; estimable; deserving esteem; as, a valuable friend; a valuable companion.
a.
Friendly; kindly; sweet; gracious; as, an amiable temper or mood; amiable ideas.
a.
Like the moon; variable.
a.
Having the capacity of varying or changing; capable of alternation in any manner; changeable; as, variable winds or seasons; a variable quantity.
n.
That which is variable; that which varies, or is subject to change.
n.
An invariable quantity; a constant.
a.
Changeable; uncertain; inconstant; variable.
n.
Those parts of the sea where a steady wind is not expected, especially the parts between the trade-wind belts.
n.
A quantity which may increase or decrease; a quantity which admits of an infinite number of values in the same expression; a variable quantity; as, in the equation x2 - y2 = R2, x and y are variables.
v. t.
To represent by parable.
n.
A shifting wind, or one that varies in force.
adv.
In a variable manner.
a.
Invariable.
n.
Flowing; unstable; inconstant; variable.
a.
Having value or worth; possessing qualities which are useful and esteemed; precious; costly; as, a valuable horse; valuable land; a valuable cargo.
n.
Arable land; plow land.
a.
Possessing sweetness of disposition; having sweetness of temper, kind-heartedness, etc., which causes one to be liked; as, an amiable woman.