What Is Constraint Programming?

Constraint programming is a software technology used for problem solving. Read on to find out more about the uses of constraint programming and schools that offer courses in this subject. Schools offering Computer Programming degrees can also be found in these popular choices.

Overview of Constraint Programming

Constraint programming is a developing software technology and technique for problem solving that deals with reasoning and computing. Constraint programming is based on the idea that computational problems can be explained in terms of limits imposed on a group of potential solutions. It works by integrating those restrictions into the programming environment.

While constraint programming is common in many professional fields, it is typically important for solving large-scale problems in scheduling and planning. Initial work in constraint programming can be tracked to computer graphics and artificial intelligence research in the 1960s and 1970s. However, in recent years, there has been a growing awareness of how these ideas can be used in programming, problem solving and modeling.

Important Facts about Careers in this Industry

A career closely related to constraint programming is computer science, specifically the branch in which scientists use logical, problem-solving approaches to focus on researching new information and techniques. See below for a snapshot of this career.

Median Salary (2014) $108,360
Entry-level Education PhD (typically in Computer Science or Engineering)
Job Outlook (2014-2024) 11%
Key Skills Use of logic; critical, innovative thinking; strong mathematical reasoning skills

Source: U.S. Bureau of Labor Statistics

Field Applications

The techniques used in constraint programming are key components of many intelligent systems. Therefore, these techniques are useful in numerous professions. Constraint programming has been used successfully in these fields:

  • Finance
  • Scheduling
  • Artificial intelligence
  • Electrical engineering
  • Computational biology
  • Operations research
  • Networks security
  • Air traffic control
  • Software engineering

Education Options

Courses in constraint programming can cover the foundation of constraint programming as well as advanced constraint programming. The foundational course can address the groundwork of constraint satisfaction and basic mechanisms for the propagation of constraints. The higher-level course covers more complex constraint topics, such as constraint synthesis and advanced consistency. Other courses cover programming, modeling and applying constraints.

To continue researching, browse degree options below for course curriculum, prerequisites and financial aid information. Or, learn more about the subject by reading the related articles below:

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