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Linear programming is a special case of mathematical programming (also known as mathematical optimization ). More formally, linear programming is a technique for the optimization of a linear objective function, subject to linear equality and linear inequality constraints. Its feasible region is a convex polytope, which is a set defined as the ...
Integer programming. An integer programming problem is a mathematical optimization or feasibility program in which some or all of the variables are restricted to be integers. In many settings the term refers to integer linear programming (ILP), in which the objective function and the constraints (other than the integer constraints) are linear .
Simplex algorithm. In mathematical optimization, Dantzig 's simplex algorithm (or simplex method) is a popular algorithm for linear programming. [ 1] The name of the algorithm is derived from the concept of a simplex and was suggested by T. S. Motzkin. [ 2] Simplices are not actually used in the method, but one interpretation of it is that it ...
There is a close connection between linear programming problems, eigenequations, and von Neumann's general equilibrium model. The solution to a linear programming problem can be regarded as a generalized eigenvector. The eigenequations of a square matrix are as follows:
B. Basic feasible solution. Basic solution (linear programming) Benders decomposition. Benson's algorithm. Big M method.
Basic feasible solution. In the theory of linear programming, a basic feasible solution ( BFS) is a solution with a minimal set of non-zero variables. Geometrically, each BFS corresponds to a vertex of the polyhedron of feasible solutions. If there exists an optimal solution, then there exists an optimal BFS.
Yinyu Ye. George Bernard Dantzig ( / ˈdæntsɪɡ /; November 8, 1914 – May 13, 2005) was an American mathematical scientist who made contributions to industrial engineering, operations research, computer science, economics, and statistics . Dantzig is known for his development of the simplex algorithm, [ 1] an algorithm for solving linear ...
In linear programming, a discipline within applied mathematics, a basic solution is any solution of a linear programming problem satisfying certain specified technical conditions. For a polyhedron and a vector , is a basic solution if: All the equality constraints defining. P {\displaystyle P} are active at.