Preface.- 1. Introduction.- 2. Pyomo Modeling Strategies.- 3. Model Components: Variables, Objectives and Constraints.- 4. Model Components: Sets and Parameters.- 5. Mischellaneous Model Components and Utility Functions.- 6. Initializing Abstract Models with Data Command Files.- 7. The Pyomo Command-Line Interface.- 8. Nonlinear Programming with Pyomo.- 9. Stochastic Programming Extensions.- 10. Scripting and Algorithm Development.- A. Installing Coopr.- B. A Brief Python Tutorial.- C. Pyomo and Coopr: The Bigger Picture.- Index.
Documents a simple, yet versatile tool for modeling and solving optimization problems. ... The book, by Bill Hart, Carl Laird, Jean-Paul Watson, and David Woodruff, is essential to the usability of Pyomo, serving as the Pyomo documentation. ... has contents for both an inexperienced user, and a computational operations research expert. ... with examples of each of the concepts discussed.—Nedialko B. Dimitrov, INFORMS Journal on Computing, Vol. 24 (4), Fall 2012
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