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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)
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
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
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
In constraint satisfaction research in artificial intelligence and operations research, constraint graphs and hypergraphs are used to represent relations
Constraint_graph
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
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 languages can be grouped by the number and types of paradigms supported. A concise reference for the programming paradigms listed in this article
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
Algorithms to complete a sudoku
Constraint Programming {{cite CiteSeerX}}: Cite uses deprecated parameter |citeseerx= (help) Multiple Authors. "Java Constraint Programming solver" (Java)
Sudoku_solving_algorithms
Programming paradigm based on modeling the logic of a computation
In computer science, declarative programming is a programming paradigm that expresses the logic of a computation without fully describing its control flow
Declarative_programming
plus plus) JADE JAL Janus (concurrent constraint programming language) Janus (time-reversible computing programming language) JASS Java JavaFX Script JavaScript
List_of_programming_languages
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)
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
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
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
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
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 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
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)
High-level computer programming conceptualization
or competitive behaviour) Constraint programming – relations between variables are expressed as constraints (or constraint networks), directing allowable
Programming_paradigm
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
Algebraic modeling language
convex quadratic constraints Mixed-integer nonlinear programming Second-order cone programming Global optimization Semidefinite programming problems with
AMPL
Area of automatic programming
other (programming) language paradigms have also been used, such as constraint programming or probabilistic programming. Inductive programming incorporates
Inductive_programming
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
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
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
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
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
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 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)
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
Algebraic modeling language
Linear programming Integer programming Quadratic programming Constraint programming Kevin Ruland (1999). "The OPL Optimization Programming Language"
Optimization Programming Language
Optimization_Programming_Language
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
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
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
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)
Mind sport
Competitive programming, or sport programming, is a mind sport involving participants trying to program according to given specifications. The contests
Competitive_programming
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)
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
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
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
"General Symmetry Breaking Constraints". In Benhamou, Frédéric (ed.). Principles and Practice of Constraint Programming – CP 2006, 12th International
Symmetry-breaking_constraints
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)
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
Computer scientist
Artificial Intelligence,. Dechter wrote a standard text in constraint programming called Constraint Processing published by Morgan Kaufmann Publishers in 2003
Rina_Dechter
American computer scientist
interaction, object-oriented programming, programming languages, constraint programming languages and systems, and cooperating constraint languages and solvers
Alan_H._Borning
File format for presenting and archiving mathematical programming problems
convex quadratic constraints Mixed-integer nonlinear programming Second-order cone programming Global optimization Semidefinite programming problems with
Nl_(format)
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
and Linux. It also supports some extensions to Prolog including constraint programming over a finite domain, parsing using definite clause grammars, and
GNU_Prolog
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
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
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)
to the theory and practice of constraint programming, Patrick was awarded the Association for Constraint Programming's Research Excellence Award on 15
Patrick_Prosser
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
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 and operations research, a regular constraint is a kind of global constraint. It can be used to solve a particular type of puzzle called
Regular_constraint
constraint satisfaction backtracking algorithms, constraint learning is a technique for improving efficiency. It works by recording new constraints whenever
Constraint_learning
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
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. doi:10
Algorithm_selection
Mathematics problem
Hofstedt, Petra (2019). "Solving the Social Golfers Problems by Constraint Programming in Sequential and Parallel". In Rocha, Ana; Steels, Luc; van den
Social_golfer_problem
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)
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)
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
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
Academic journal
Constraints is a quarterly peer-reviewed, scientific journal, focused on constraint programming, constraint satisfaction and optimization. It is published
Constraints_(journal)
artificial intelligence and operations research for constraint satisfaction a hybrid algorithm solves a constraint satisfaction problem by the combination of two
Hybrid algorithm (constraint satisfaction)
Hybrid_algorithm_(constraint_satisfaction)
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
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
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
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
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
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
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
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
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
development has been influenced by more than 20 research articles from Constraint Programming community. It has been used as a tool in more than 30 research articles
JaCoP_(solver)
Conventional Wisdom in Constraint Satisfaction.” Principles and Practice of Constraint Programming, pp. 10-20. Dechter, Rina (2003). Constraint Processing. Morgan
Look-ahead_(backtracking)
Computer system emulating human expert
Mistral is a registered trade mark of CESI. AI winter CLIPS Constraint logic programming Constraint satisfaction Knowledge engineering Learning classifier
Expert_system
Optimization problem
(2018). "A Constraint Programming Approach for Solving Patient Transportation Problems". Principles and Practice of Constraint Programming. Lecture Notes
Vehicle_routing_problem
Application of model-based design
disjunctive normal form. Constraint programming can be used to select test cases satisfying specific constraints by solving a set of constraints over a set of variables
Model-based_testing
Software company that makes products including JRules
Apps ILOG Solver was considered the market leader in commercial constraint programming software as of 2006. Based on ILOG Solver, there were other specialized
ILOG
Logic puzzle
Bridge & Eugene Freuder. "Capturing Constraint Programming Experience: A Case-Based Approach" (PDF). Cork Constraint Computation Centre, University College
Zebra_Puzzle
a general-purpose programming language which supports logic, constraint, functional, higher-order, and object-oriented programming styles. Its main design
Ciao_(programming_language)
Spanish computer scientist
technology. Her research involves constraint logic programming, programming language design and implementation, program transformation, and applications
María_García_de_la_Banda
Imposed limitations in computer-aided design
into three-dimensional space. In the 80s, a more generalized constraint-based programming language approach emerged and found some application in CAD software
Constraint (computer-aided design)
Constraint_(computer-aided_design)
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)
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
optimizer) a software package for linear programming, integer programming, nonlinear programming, stochastic programming, and global optimization. The "What's
List_of_optimization_software
Field of artificial intelligence
logic programming and Prolog, using SLD resolution to treat Horn clauses as goal-reduction procedures. The early development of logic programming was largely
Knowledge representation and reasoning
Knowledge_representation_and_reasoning
In constraint satisfaction, local consistency conditions are properties of constraint satisfaction problems related to the consistency of subsets of variables
Local_consistency
Computer program that uses a knowledge base and reasoning to solve problems
of automated theorem proving, logic programming, blackboard systems, and term rewriting systems such as Constraint Handling Rules (CHR). These more formal
Knowledge-based_systems
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
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
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
travel, tourism, insurance
CONSTRAINT PROGRAMMING
CONSTRAINT PROGRAMMING
Girl/Female
Irish
Constant.
Boy/Male
Latin Greek
Constant.
Boy/Male
Latin
Constant.
Boy/Male
Tamil
Constant
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Latin English
Constant.
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Latin
Constant.
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Spanish Italian
Constant.
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Russian
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Indian
Constant
Girl/Female
Indian
Constant
Boy/Male
Welsh
Constant.
Girl/Female
Tamil
Constant
Girl/Female
Latin
Constant.
Girl/Female
Australian, Swedish
Discipline; Constraint
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’.
Girl/Female
Italian
Constant.
CONSTRAINT PROGRAMMING
CONSTRAINT PROGRAMMING
CONSTRAINT PROGRAMMING
CONSTRAINT PROGRAMMING
CONSTRAINT PROGRAMMING
CONSTRAINT PROGRAMMING
CONSTRAINT PROGRAMMING
travel, tourism, insurance