Generalized Optimization Modeling for Defense Capital Planning and Equipment Replacement.

Abstract

Recurring issues for Navy and DoD analysts are decisions on the upgrade, purchase, and retirement of equipment with high capital cost and long useful life. Since the PHOENIX model was developed in the late eighties a number of theses addressing different equipment procurement and modernization problems have been written at the Naval Postgraduate School. Those models have a common thread of purpose data, and methods that suggest the possibility of building a common model subsuming those previous efforts. The model developed is a mixed-integer linear program written in GAMS, and its most appealing characteristic is the spreadsheet application that allows the user to enter data, solve the model, analyze its output, enter user feedback in the process of finding a new solution, and also to manage a collection of candidate solutions. With this approach difficulties are hidden from the user who interacts only with the spreadsheet and does not have to build his own model. The combination of a generic model and the visual programming capability of the spreadsheet provides the user with a tool to accomplish more complete, complex and sophisticated analysis.

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Document Details

Document Type
Technical Report
Publication Date
Sep 01, 1996
Accession Number
ADA322571

Entities

People

  • Gregorio Ameyugo

Organizations

  • Naval Postgraduate School

Tags

Communities of Interest

  • Ground and Sea Platforms
  • Human Systems

DTIC Thesaurus Topics

  • Attrition
  • Basic Programming Language
  • Computer Programming
  • Computer Programs
  • Computers
  • Department Of Defense
  • Feedback
  • Graphical User Interface
  • Integer Programming
  • Linear Programming
  • Mathematical Programming
  • Operating Systems
  • Operations Research
  • Optimization
  • Procurement
  • Spreadsheet Software
  • User Interface

Fields of Study

  • Engineering

Readers

  • Database Systems and Applications
  • Life Cycle Cost Analysis
  • Operations Research

Technology Areas

  • AI & ML
  • AI & ML - Autonomous Systems
  • AI & ML - Bayesian Inference
  • AI & ML - DoD AI Strategy
  • AI & ML - Machine Learning Algorithms