Pyomo - Optimization Modeling in Python
portes grátis
Pyomo - Optimization Modeling in Python
Woodruff, David L.; Laird, Carl D.; Nicholson, Bethany L.; Bynum, Michael L.; Hart, William E.; Siirola, John D.; Hackebeil, Gabriel A.; Watson, Jean-Paul
Springer Nature Switzerland AG
04/2022
225
Mole
Inglês
9783030689308
15 a 20 dias
379
Descrição não disponível.
1. Introduction.- Part I. An Introduction to Pyomo.- 2. Mathematical Modeling and Optimization.- 3. Pyomo Overview.- 4. Pyomo Models and Components: An Introduction.- 5. Scripting Custom Workflows.- 6. Interacting with Solvers.- Part II. Advanced Topics.- 7. Nonlinear Programming with Pyomo.- 8. Structured Modeling with Blocks.- 9. Performance: Model Construction and Solver Interfaces.- 10. Abstract Models and Their Solution.- Part III. Modeling Extensions.- 11. Generalized Disjunctive Programming.- 12. Differential Algebraic Equations.- 13. Mathematical Programs with Equilibrium Constraints.- . A Brief Python Tutorial.- Bibliography.- Index.
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Pyomo modeling library;Python optimization;modeling and simulation;mathematical modeling tool;algebraic modeling languages;Python script;Python data;hybrid optimization;Matplotlib;NumPy;SciPy;PySP;Pyomo tutorial
1. Introduction.- Part I. An Introduction to Pyomo.- 2. Mathematical Modeling and Optimization.- 3. Pyomo Overview.- 4. Pyomo Models and Components: An Introduction.- 5. Scripting Custom Workflows.- 6. Interacting with Solvers.- Part II. Advanced Topics.- 7. Nonlinear Programming with Pyomo.- 8. Structured Modeling with Blocks.- 9. Performance: Model Construction and Solver Interfaces.- 10. Abstract Models and Their Solution.- Part III. Modeling Extensions.- 11. Generalized Disjunctive Programming.- 12. Differential Algebraic Equations.- 13. Mathematical Programs with Equilibrium Constraints.- . A Brief Python Tutorial.- Bibliography.- Index.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
