Visualization and optimization

Visualization and optimization

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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:
Keywords: validation, large scale systems
Abstract:

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.

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