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Feature Article—Visualization and Optimization
Author(s) -
Christopher Jones
Publication year - 1994
Publication title -
informs journal on computing
Language(s) - English
Resource type - Journals
eISSN - 2326-3245
pISSN - 0899-1499
DOI - 10.1287/ijoc.6.3.221
Subject(s) - debugging , computer science , visualization , feature (linguistics) , optimization problem , optimization algorithm , data science , machine learning , artificial intelligence , data mining , mathematical optimization , algorithm , programming language , mathematics , philosophy , linguistics
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. INFORMS Journal on Computing, ISSN 1091-9856, was published as ORSA Journal on Computing from 1989 to 1995 under ISSN 0899-1499.

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