Logo
Pattern

Discover published sets by community

Explore tens of thousands of sets crafted by our community.

Integer Programming Characteristics

10

Flashcards

0/10

Still learning
StarStarStarStar

Feasible Region

StarStarStarStar

The feasible region in integer programming is the set of all integer points that satisfy the constraints of the problem.

StarStarStarStar

Branch and Bound

StarStarStarStar

Branch and bound is a method for solving integer programming problems that systematically explores branches of a tree of potential solutions to find the optimal integer solution.

StarStarStarStar

Gomory Cuts

StarStarStarStar

Gomory cuts are a type of cutting plane method used to generate integer solutions in a linear programming relaxation by adding constraints to the model.

StarStarStarStar

Linear Objective Function

StarStarStarStar

The objective function in integer programming is linear and aims to maximize or minimize a linear combination of the decision variables.

StarStarStarStar

Integer Constraint

StarStarStarStar

In integer programming, an integer constraint requires certain variables to take on only integer values.

StarStarStarStar

Combinatorial Optimization

StarStarStarStar

Combinatorial Optimization is an area of optimization that deals with problems where the objective is to find the best solution from a finite set of solutions, often requiring integer variables.

StarStarStarStar

Total Unimodularity

StarStarStarStar

Total Unimodularity is a property of a matrix wherein every square non-singular submatrix has a determinant of +1, -1, or 0. If constraints matrix in an LP problem is totally unimodular, then its LP relaxation will have an integral optimal solution.

StarStarStarStar

Cutting Planes

StarStarStarStar

Cutting planes are used in integer programming algorithms to eliminate fractional solutions by adding additional constraints that 'cut off' the non-integer points while preserving the feasible integer points.

StarStarStarStar

Big M Method

StarStarStarStar

The Big M Method is a way to encode certain types of constraints, including integrality constraints, into a linear programming model by adding a sufficiently large constant, known as 'M', to the objective function.

StarStarStarStar

Binary Variables

StarStarStarStar

Binary variables in integer programming are variables that can take on the value of 0 or 1, representing a yes/no or true/false decision.

Know
0
Still learning
Click to flip
Know
0
Logo

© Hypatia.Tech. 2024 All rights reserved.