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Computer programming paradigm
expressed in the form of constraint logic programming, which embeds constraints into a logic program. This variant of logic programming is due to Jaffar and
Constraint_programming
Logic programming with constraint satisfaction
Constraint logic programming is a form of constraint programming, in which logic programming is extended to include concepts from constraint satisfaction
Constraint_logic_programming
Condition of an optimization problem which the solution must satisfy
Francesca; Van Beek, Peter; Walsh, Toby (2006). "7". Handbook of constraint programming (1st ed.). Amsterdam: Elsevier. ISBN 9780080463643. OCLC 162587579
Constraint_(mathematics)
Set of objects whose state must satisfy limits
integer programming (MIP) and answer set programming (ASP) are all fields of research focusing on the resolution of particular forms of the constraint satisfaction
Constraint satisfaction problem
Constraint_satisfaction_problem
Concurrent constraint logic programming is a version of constraint logic programming aimed primarily at programming concurrent processes rather than (or
Concurrent constraint logic programming
Concurrent_constraint_logic_programming
Process in artificial intelligence and operations research
non-concurrent constraint logic programming in that they are aimed at programming concurrent processes that may not terminate. Constraint handling rules
Constraint_satisfaction
Algorithms to complete a sudoku
Conference on Principles and Practice of Constraint Programming Multiple Authors. "Java Constraint Programming solver" (Java). JaCoP. Krzysztof Kuchcinski &
Sudoku_solving_algorithms
Programming paradigm based on modeling the logic of a computation
of programming.[citation needed] Declarative programming is an umbrella term that includes a number of better-known programming paradigms. Constraint programming
Declarative_programming
or competitive behaviour) Constraint programming – relations between variables are expressed as constraints (or constraint networks), directing allowable
Comparison of multi-paradigm programming languages
Comparison_of_multi-paradigm_programming_languages
Topics referred to by the same term
linear programming, economics and cost modeling Constrained writing, in literature Constraint algorithm, such as SHAKE, or LINCS Constraint programming Constraint
Constraint
List of programming languages types and the languages that meet its description
XProc A constraint programming language is a declarative programming language where relationships between variables are expressed as constraints. Execution
List of programming languages by type
List_of_programming_languages_by_type
Category of programming languages
fifth-generation programming language (5GL) is a high-level programming language based on problem-solving using constraints given to the program, rather than
Fifth-generation programming language
Fifth-generation_programming_language
Method to solve optimization problems
Linear programming is a special case of mathematical programming (also known as mathematical optimization). More formally, linear programming is a technique
Linear_programming
Programming paradigm based on formal logic
Logic programming is a programming, database, and knowledge representation paradigm based on formal logic. A logic program is a set of sentences in logical
Logic_programming
High-level computer programming conceptualization
or competitive behaviour) Constraint programming – relations between variables are expressed as constraints (or constraint networks), directing allowable
Programming_paradigm
computer programming language partially described by K. Kahn and Vijay A. Saraswat in the paper "Actors as a special case of concurrent constraint (logic)
Janus (concurrent constraint programming language)
Janus_(concurrent_constraint_programming_language)
Distributed constraint optimization (DCOP or DisCOP) is the distributed analogue to constraint optimization. A DCOP is a problem in which a group of agents
Distributed constraint optimization
Distributed_constraint_optimization
Constraint modeling language
combinatorial problems including constraint programming, integer programming, SAT, and SMT. Following the constraint programming paradigm, in MiniZinc a problem
MiniZinc
plus plus) JADE JAL Janus (concurrent constraint programming language) Janus (time-reversible computing programming language) JASS Java JavaFX Script JavaScript
List_of_programming_languages
Algebraic modeling language
convex quadratic constraints Mixed-integer nonlinear programming Second-order cone programming Global optimization Semidefinite programming problems with
AMPL
In constraint satisfaction research in artificial intelligence and operations research, constraint graphs and hypergraphs are used to represent relations
Constraint_graph
Programming language
The Kaleidoscope programming language is a constraint programming language embedding constraints into an imperative object-oriented language. It adds
Kaleidoscope (programming language)
Kaleidoscope_(programming_language)
Concurrent constraint logic programming language
Constraint Handling Rules (CHR) is a declarative, rule-based programming language, introduced in 1991 by Thom Frühwirth at the time with European Computer-Industry
Constraint_Handling_Rules
Area of automatic programming
other (programming) language paradigms have also been used, such as constraint programming or probabilistic programming. Inductive programming incorporates
Inductive_programming
Optimizing objective functions that have constrained variables
least squares Distributed constraint optimization Constraint satisfaction problem (CSP) Constraint programming Integer programming Metric projection Penalty
Constrained_optimization
Mathematical optimization problem restricted to integers
linear programming (ILP), in which the objective function and the constraints (other than the integer constraints) are linear. Integer programming is NP-complete
Integer_programming
British computer scientist
artificial intelligence, especially in the areas of social choice, constraint programming and propositional satisfiability. He has served on the Executive
Toby_Walsh
Programming paradigm focused on difficult search problems
Answer set programming (ASP) is a form of declarative programming oriented towards difficult (primarily NP-hard) search problems. It is based on the stable
Answer_set_programming
Programming paradigm based on asynchronous data streams
In computing, reactive programming is a declarative programming paradigm concerned with data streams and the propagation of change. With this paradigm
Reactive_programming
Mind sport
Competitive programming or sport programming is a mind sport involving participants trying to program according to provided specifications. The contests
Competitive_programming
Computer program for the Boolean satisfiability problem
software and are built into some programming languages such as exposing SAT solvers as constraints in constraint logic programming. A Boolean formula is any
SAT_solver
Constraint programming setting
Geometric constraint solving is constraint satisfaction in a computational geometry setting, which has primary applications in computer aided design. A
Geometric_constraint_solving
Borning, Alan (1993-07-01). "Hierarchical constraint logic programming". The Journal of Logic Programming. 16 (3–4): 277–318. doi:10.1016/0743-1066(93)90046-J
Hierarchical constraint satisfaction
Hierarchical_constraint_satisfaction
Type of pattern that does not change from one generation to the next
maximally dense still life has attracted attention as a test case for constraint programming. In the limit of an infinitely large grid, no more than half of
Still life (cellular automaton)
Still_life_(cellular_automaton)
Operations research problem, paradigm of constrained scheduling problems
introductions of various then published solutions. Assignment problem Constraint programming Employee scheduling software Solos, Ioannis; Tassopoulos, Ioannis;
Nurse_scheduling_problem
The complexity of constraint satisfaction is the application of computational complexity theory to constraint satisfaction. It has mainly been studied
Complexity of constraint satisfaction
Complexity_of_constraint_satisfaction
Open source software suite by Google
developed by Google for solving linear programming (LP), mixed integer programming (MIP), constraint programming (CP), vehicle routing (VRP), and related
OR-Tools
Multiparadigm programming language
distributed programming model. This model makes it easy to program open, fault-tolerant applications within the language. For constraint programming, Oz introduces
Oz_(programming_language)
In constraint satisfaction, a decomposition method translates a constraint satisfaction problem into another constraint satisfaction problem that is binary
Decomposition method (constraint satisfaction)
Decomposition_method_(constraint_satisfaction)
Management paradigm
very small number of constraints. There is always at least one constraint, and TOC uses a focusing process to identify the constraint and restructure the
Theory_of_constraints
Constraint logic programming language
CHIP (Constraint Handling in Prolog) is a constraint logic programming language developed by M. Dincbas, Pascal Van Hentenryck and colleagues in 1985 at
CHIP_(programming_language)
Application of model-based design
collecting data constraints over different control paths, and then using the constraint programming method for solving the constraints and producing test
Model-based_testing
Weighted Constraint Satisfaction Problem (WCSP), also known as Valued Constraint Satisfaction Problem (VCSP), is a generalization of a constraint satisfaction
Weighted constraint satisfaction problem
Weighted_constraint_satisfaction_problem
Principles of constraint programming. Cambridge University Press. ISBN 0-521-82583-0 Marriott, Kim; Peter J. Stuckey (1998). Programming with constraints: An introduction
Constraint_inference
Node-weighted undirected graph associated with a given combinatorial optimization problem
Weighted Constraint Satisfaction Problems". Proceedings of the Fourteenth International Conference on Principles and Practice of Constraint Programming (CP)
Constraint_composite_graph
to be true for more general linear programs. Marriott, Kim; Stuckey, Peter J. (1998), Programming with Constraints: An Introduction, MIT Press, p. 282
Binary_constraint
Belgian computer scientist
Engineering at Georgia Tech. He is credited with pioneering advances in constraint programming and stochastic optimization, bridging theory and practice to solve
Pascal_Van_Hentenryck
Computer scientist
Artificial Intelligence,. Dechter wrote a standard text in constraint programming called Constraint Processing published by Morgan Kaufmann Publishers in 2003
Rina_Dechter
constraint satisfaction backtracking algorithms, constraint learning is a technique for improving efficiency. It works by recording new constraints whenever
Constraint_learning
Conventional Wisdom in Constraint Satisfaction.” Principles and Practice of Constraint Programming, pp. 10-20. Dechter, Rina (2003). Constraint Processing. Morgan
Look-ahead_(backtracking)
Constraint logic programming language
BNR Prolog, also known as CLP(BNR), is a declarative constraint logic programming language based on relational interval arithmetic developed at Bell-Northern
BNR_Prolog
Programming language
language. It merges elements of functional and logic programming, including constraint programming integration. It is nearly a superset of Haskell but
Curry_(programming_language)
Logic programming is a form of relational programming that makes deductions about values. Constraint logic programming extends logic programming, by supporting
Narrowing of algebraic value sets
Narrowing_of_algebraic_value_sets
Information repository with multiple applications
specific uses of any individual program; it needed to store data for years and decades rather than for the life of a program. The first knowledge-based systems
Knowledge_base
Type of software system
and algorithms. Constraint solvers solve constraint satisfaction problems (CSPs). They support constraint programming. A constraint is a which must be
Reasoning_system
Optimization problem
{\displaystyle x_{i}^{+},x_{i}^{-}\geq 0} . This construction is derived from the constraint x i = x i + − x i − {\displaystyle x_{i}=x_{i}^{+}-x_{i}^{-}} , where
Basis_pursuit
Type of search algorithm
Rossi, Francesca; Van Beek, Peter; Walsh, Toby (eds.). Handbook of constraint programming. Elsevier. p. 122. ISBN 978-0-444-52726-4. Malay Ganai; Aarti Gupta;
DPLL_algorithm
Algebraic modeling language
Linear programming Integer programming Quadratic programming Constraint programming Kevin Ruland (September 1999). "The OPL Optimization Programming Language"
Optimization Programming Language
Optimization_Programming_Language
Optimization problem
(2018). "A Constraint Programming Approach for Solving Patient Transportation Problems". Principles and Practice of Constraint Programming. Lecture Notes
Vehicle_routing_problem
Problem easily dividable into parallel tasks
Convolutional neural networks running on GPUs. Parallel search in constraint programming In R (programming language) – The Simple Network of Workstations (SNOW) package
Embarrassingly_parallel
Italian computer scientist (born 1962)
the field of artificial intelligence, with a particular focus on constraint programming, combinatorial optimization, preference modeling, reasoning and
Francesca_Rossi
Academic journal
Constraints is a quarterly peer-reviewed, scientific journal, focused on constraint programming, constraint satisfaction and optimization. It is published
Constraints_(journal)
Logical problem studied in computer science
SMT can be thought of as a constraint satisfaction problem and thus a certain formalized approach to constraint programming. Formally speaking, an SMT
Satisfiability modulo theories
Satisfiability_modulo_theories
Italian computer scientist
scientist whose research in artificial intelligence includes work on constraint programming, multi-agent systems, metaheuristics, decision support, high-performance
Michela_Milano
Inference engine in an expert system
situations in which conditions are likely to change. Backward chaining Constraint Handling Rules Opportunistic reasoning Rete algorithm Feigenbaum, Edward
Forward_chaining
In constraint satisfaction, local consistency conditions are properties of constraint satisfaction problems related to the consistency of subsets of variables
Local_consistency
Implementation of the programming language Prolog
the programming language Prolog, commonly used for teaching and semantic web applications. It has a rich set of features, libraries for constraint logic
SWI-Prolog
When a finite set S of relations yields polynomial-time or NP-complete problems
paper by Hubie Chen. In modern terms, the problem SAT(S) is viewed as a constraint satisfaction problem over the Boolean domain. In this area, it is standard
Schaefer's_dichotomy_theorem
Logic puzzle
Bridge & Eugene Freuder. "Capturing Constraint Programming Experience: A Case-Based Approach" (PDF). Cork Constraint Computation Centre, University College
Zebra_Puzzle
Programming language
(multithreading and distributed computing via remote procedure calls) and constraint programming. Alice extends Standard ML in a number of ways that distinguish
Alice_(programming_language)
Algorithmic paradigm for constraint satisfaction or enumeration problems
algorithms for finding solutions to some computational problems, notably constraint satisfaction or enumeration problems, that incrementally builds candidates
Backtracking
Topics referred to by the same term
glyphs Constraint programming, a programming paradigm wherein relations between variables are stated in the form of constraints Control Program, part of
CP
American computer scientist
interaction, object-oriented programming, programming languages, constraint programming languages and systems, and cooperating constraint languages and solvers
Alan_H._Borning
Movement of ions in an electrical field
rules improving the interconnect resistance to electromigration. Constraint programming can be used to produce a layout of a chip's power grid while satisfying
Electromigration
Faced by a decision-maker considering present, future
In economics and finance, an intertemporal budget constraint is a constraint faced by a decision maker who is making choices for both the present and the
Intertemporal budget constraint
Intertemporal_budget_constraint
artificial intelligence List of constraint programming languages List of computer algebra systems List of logic programming languages List of constructed
List of programming languages for artificial intelligence
List_of_programming_languages_for_artificial_intelligence
career at the University of Glasgow. His research has centred on constraint programming, although it has extended into the application of those techniques
Patrick_Prosser
Meta-algorithmic technique to choose an algorithm
Selection and Scheduling". In Lee, J. (ed.). Principles and Practice of Constraint Programming. Lecture Notes in Computer Science. Vol. 6876. pp. 454–469. CiteSeerX 10
Algorithm_selection
Family of algorithms used in procedural generation
Model synthesis (also wave function collapse or 'wfc') is a family of constraint-solving algorithms commonly used in procedural generation, especially
Model_synthesis
and Linux. It also supports some extensions to Prolog including constraint programming over a finite domain, parsing using definite clause grammars, and
GNU_Prolog
In constraint satisfaction, local search is an incomplete method for finding a solution to a problem. It is based on iteratively improving an assignment
Local search (constraint satisfaction)
Local_search_(constraint_satisfaction)
Imposed limitations in computer-aided design
A constraint in computer-aided design (CAD) software is a limitation or restriction imposed by a designer or an engineer upon geometric properties of an
Constraint (computer-aided design)
Constraint_(computer-aided_design)
multiple possible constraints on 5 of the edges in the constraint network. Since each of the multiple constraints involves 2 constraints, we can reduce the
Region_connection_calculus
Concept in mathematical optimization
solution in nonlinear programming to be optimal, provided that some regularity conditions are satisfied. Allowing inequality constraints, the KKT approach
Karush–Kuhn–Tucker_conditions
"General Symmetry Breaking Constraints". In Benhamou, Frédéric (ed.). Principles and Practice of Constraint Programming – CP 2006, 12th International
Symmetry-breaking_constraints
Mathematical programming with equilibrium constraints (MPEC) is the study of constrained optimization problems where the constraints include variational
Mathematical programming with equilibrium constraints
Mathematical_programming_with_equilibrium_constraints
Algorithms in constraint satisfaction
In constraint satisfaction, the AC-3 algorithm (short for Arc Consistency Algorithm #3) is one of a series of algorithms used for the solution of constraint
AC-3_algorithm
Formulation of classical mechanics
minimum, or saddle point) throughout the time evolution of the system. This constraint allows the calculation of the equations of motion of the system using
Lagrangian_mechanics
Software for solving constraint satisfaction problems
satisfaction problems. Unlike constraint programming toolkits, which expect users to write programs in a traditional programming language like C++, Java or
Minion_(solver)
Constraint logic programming system
solving, e.g., problem modeling, constraint programming, mathematical programming, and search techniques. It contains constraint solver libraries, a high-level
ECLiPSe
Concept in integral mathematics
linear program is the problem that arises by removing the integrality constraint of each variable. For example, in a 0–1 integer program, all constraints are
Linear_programming_relaxation
Sequence of operations for a task
Linear programming When searching for optimal solutions to a linear function bound by linear equality and inequality constraints, the constraints can be
Algorithm
Tool for building expert systems
Its syntax resembles that of the programming language Lisp. CLIPS incorporates a complete object-oriented programming language for writing expert systems
CLIPS
Continuous function whose value increases to infinity
≤ b where b is some constant. If one wishes to remove the inequality constraint, the problem can be reformulated as minimize f(x) + c(x), where c(x) =
Barrier_function
Branch of mathematical optimization
on graphs, matroids and other discrete structures integer programming constraint programming These branches are all closely intertwined however, since
Discrete_optimization
Incremental constraint-solving toolkit
Cassowary is an incremental constraint-solving toolkit that efficiently solves systems of linear equalities and inequalities. Constraints may be either requirements
Cassowary_(software)
In backtracking algorithms, technique that reduces search space
In constraint programming and SAT solving, backjumping (also known as non-chronological backtracking or intelligent backtracking) is an enhancement for
Backjumping
a constraint satisfaction problem expressing each constraint of the original problem as a variable. Dual problems only contain binary constraints, and
Constraint satisfaction dual problem
Constraint_satisfaction_dual_problem
Study of mathematical algorithms for optimization problems
Constraint programming is a programming paradigm wherein relations between variables are stated in the form of constraints. Disjunctive programming is
Mathematical_optimization
Problem in theoretical computer science
Solver (McCreesh, Prosser & Trimble (2020)). This solver adopts a constraint programming approach, using bit-parallel data structures and specialized propagation
Subgraph_isomorphism_problem
CONSTRAINT PROGRAMMING
CONSTRAINT PROGRAMMING
Boy/Male
Russian
Constant.
Boy/Male
Latin
Constant.
Girl/Female
Latin
Constant.
Girl/Female
Spanish Italian
Constant.
Girl/Female
Australian, Swedish
Discipline; Constraint
Boy/Male
Latin Spanish English
Constant.
Girl/Female
Irish
Constant.
Girl/Female
Indian
Constant
Boy/Male
English Latin
Steady; stable.
Surname or Lastname
French and English
French and English : from a medieval personal name (Latin Constans, genitive Constantis, meaning ‘steadfast’, ‘faithful’, present participle of the verb constare ‘stand fast’, ‘be consistent’). This was borne by an 8th-century Irish martyr. This surname has also absorbed some cases of surnames based on Constantius, a derivative of Constans, borne by a 2nd-century martyr, bishop of Perugia. Compare Constantine.English : perhaps also a nickname from Old French constant ‘steadfast’, ‘faithful’.
Boy/Male
Welsh
Constant.
Girl/Female
Latin
Constant.
Boy/Male
Indian
Constant
Girl/Female
Italian
Constant.
Boy/Male
Latin Greek
Constant.
Girl/Female
Tamil
Constant
Boy/Male
Latin English
Constant.
Girl/Female
Irish
Constant.
Boy/Male
Tamil
Constant
Boy/Male
Tamil
Nityagopal | நிதà¯à®¯à®•à¯‹à®ªà®¾à®²Â
Constant
CONSTRAINT PROGRAMMING
CONSTRAINT PROGRAMMING
Boy/Male
African, Indian, Marathi
Wind Blows
Girl/Female
Hindu, Indian
Full of Pride
Boy/Male
Muslim
Blessed
Boy/Male
Muslim
Servant of the Firm. Strong.
Girl/Female
Hindu
Goddess Laxmi, Best, Beautiful, Excellent, Prosperity
Boy/Male
Hindu, Indian, Punjabi, Sikh
Kuhuk
Girl/Female
Latin
Adroit; skillful.
Boy/Male
French
Eric 'ever kingly.' Actor Eriq La Salle.
Boy/Male
Hindu, Indian, Tamil
Swift; Granting Wishes; Another Name for Vishnu
Girl/Female
Anglo Saxon
Bliss.
CONSTRAINT PROGRAMMING
CONSTRAINT PROGRAMMING
CONSTRAINT PROGRAMMING
CONSTRAINT PROGRAMMING
CONSTRAINT PROGRAMMING
p. pr. & vb. n.
of Constrict
v. t.
To secure by bonds; to chain; to bond or confine; to hold tightly; to constringe.
a.
Capable of being constrained; liable to constraint, or to restraint.
imp. & p. p.
of Constrain
a.
Marked by constraint; not free; not voluntary; embarrassed; as, a constrained manner; a constrained tone.
v. t.
To compel; to force; to necessitate; to oblige.
adv.
By constraint or compulsion; in a constrained manner.
n.
The state of being constrained, bound, or obliged; that which constrains or obliges; obligation; bond.
n.
Hardship; constraint; pressure; imprisonment; restraint of liberty.
v. t.
To hold back by force; to restrain; to repress.
n.
Freedom from constraint; ease.
v. t.
To violate; to ravish.
p. pr. & vb. n.
of Constrain
v. t.
To bring into a narrow compass; to compress.
a.
Exemption from constraint or oppression; freedom; liberty.
v. t.
To produce in such a manner as to give an unnatural effect; as, a constrained voice.
imp. & p. p.
of Constrict
n.
One who constrains.
n.
The act of constraining, or the state of being constrained; that which compels to, or restrains from, action; compulsion; restraint; necessity.
n.
That which enforces, constraints, gives force, authority, or effect to; constraint; force applied.