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linear programming

 

Definitions from WordNet

Noun linear programming has 1 sense
  1. linear programming - a mathematical technique used in economics; finds the maximum or minimum of linear functions in many variables subject to constraints
    --1 is a kind of
    applied mathematics, applied math

Definitions from the Web

Linear Programming

Definition:

Linear programming is a mathematical method used to optimize the allocation of limited resources in order to achieve the best possible outcome. It involves finding the maximum or minimum value of a linear objective function, subject to certain linear inequality or equality constraints.

Senses and Usages:

Sense 1 - Mathematics:

In mathematics, linear programming refers to the process of solving optimization problems that involve a linear objective function and linear constraints. It is extensively used in various fields such as economics, operations research, and engineering.

Example:

The production manager used linear programming to determine the optimal amount of raw materials required to minimize costs while meeting production demands.

Sense 2 - Computer Science:

In computer science, linear programming is employed to design algorithms and solve problems with linear constraints. It is utilized for tasks such as network flow problems, resource allocation, and scheduling.

Example:

A linear programming approach was implemented to optimize the distribution of goods in a logistics network, ensuring efficient utilization of available resources.

Sense 3 - Business and Finance:

In the context of business and finance, linear programming is utilized to make informed decisions regarding resource allocation, production planning, inventory management, and portfolio optimization.

Example:

A financial analyst employed linear programming techniques to construct an optimal investment portfolio, balancing risk and return based on specific constraints and objectives.

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