A Knowledge-Based System for LP (Linear Programming) Modeling.

Abstract

The focus of this paper is on linear programming (LP) software in the context of model management and decision support, As a result, we will not be interested in the algorithmic properties of LP or math programming (MP) codes, but rather their applicability to more generalized modeling environments wherein models can be linked or decomposed in a manner which frees the user from having to know the internal representation which the algorithms require. In particular, we will look at the objectives and functions of a generalized model management system and how these require a knowledge-based modeling capability. We will then describe a partial implementation of a knowledge-based modeling system for LP models called the Generalized experimental Math Programming system (GXMP).

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Document Details

Document Type
Technical Report
Publication Date
Jan 10, 1983
Accession Number
ADA139991

Entities

People

  • D. R. Dolk

Organizations

  • Naval Postgraduate School

Tags

Communities of Interest

  • Energy and Power Technologies
  • Human Systems

DTIC Thesaurus Topics

  • Algorithms
  • Computer Program Documentation
  • Computer Programming
  • Computer Programs
  • Computers
  • Database Management Systems
  • Databases
  • Environment
  • Equations
  • Expert Systems
  • Knowledge Based Systems
  • Language
  • Linear Programming
  • Models
  • Simplex Method
  • User Friendly
  • Virtual Machines

Fields of Study

  • Computer science

Readers

  • Aerospace Engineering
  • Linear Algebra
  • Software Engineering.

Technology Areas

  • AI & ML