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EncartaLabs

Building and Solving Optimization Models with SAS/OR

( Duration: 3 Days )

The Building and Solving Optimization Models with SAS/OR training course focuses on formulating and solving mathematical optimization models using the OPTMODEL procedure, from inputting data to interpreting output and generating reports. The course covers linear, integer, mixed integer, and nonlinear programming problems, with an emphasis on model formulation and construction.

By attending Building and Solving Optimization Models with SAS/OR workshop, delegates will learn to:

  • Formulate and solve linear programming problems using the OPTMODEL procedure
  • Solve integer and mixed integer programming problems using the OPTMODEL procedure
  • Solve nonlinear programming problems using the OPTMODEL procedure

  • Undergraduate course in operations research that includes linear programming or have recent experience using linear programming or be comfortable with matrix algebra
  • Execute SAS programs and create SAS data sets. You can gain this experience by completing the SAS Programming course.

This Building and Solving Optimization Models with SAS/OR class is suitable for Anyone who wants to formulate and solve linear, integer, mixed integer, or nonlinear problems using SAS/OR software.

COURSE AGENDA

1

Introduction to Mathematical Optimization

  • Introduction
  • OPTMODEL procedure
2

Linear Programming Problems: Basic Ideas

  • Introduction to linear programming
  • Formulating and solving linear programming problems using the OPTMODEL procedure
  • Reading data from SAS data sets
  • Writing output from the OPTMODEL procedure
  • Dual values, reduced costs, and pricing in the simplex method
3

Linear Programming Problems: Additional Topics

  • Basic control flow and operators in the OPTMODEL procedure
  • Model updates in the OPTMODEL procedure
  • Network flow models
4

Integer and Mixed-Integer Linear Programming Problems

  • Introduction to integer and mixed integer linear programming
  • Solving integer and mixed integer programming problems using the OPTMODEL procedure
  • Modeling using binary variables
  • Mixed integer linear programming solver options (self-study)
5

Nonlinear Programming Problems

  • Introduction to nonlinear programming
  • Solving nonlinear programming problems using the OPTMODEL procedure
  • Nonlinear optimization methods in the OPTMODEL procedure
6

Supplemental Material

  • Declarations
  • Reading and creating data
  • Delimiters and PROC OPTMODEL syntax
  • Variables, constraints, objectives, and parameters

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 6,000 various courses on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting https://www.encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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