Article ID: | iaor19982405 |
Country: | United States |
Volume: | 6 |
Issue: | 3 |
Start Page Number: | 221 |
End Page Number: | 257 |
Publication Date: | Jun 1994 |
Journal: | ORSA Journal On Computing |
Authors: | Jones Christopher V. |
Keywords: | validation, large scale systems |
Research in optimization has developed faster and faster algorithms that have analyzed very complicated problems, thereby saving billions of dollars. Solving problems using optimization techniques involves more than just developing clever algorithms, however. Building, debugging, validating, and understanding models, algorithms, data, and solutions require appropriate representations of the models, the algorithms, the data and the solutions. This paper explores current practice and ongoing research in different representations or visualizations useful for representing optimization models, understanding optimization algorithms, validating and exploring optimal solutions, and summarizing the results.