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πŸ“• Pyomo. ΠœΠΎΠ΄Π΅Π»ΠΈΡ€ΠΎΠ²Π°Π½ΠΈΠ΅ ΠΎΠΏΡ‚ΠΈΠΌΠΈΠ·Π°Ρ†ΠΈΠΈ Π½Π° Python [2023] Π‘ΠΈΠ½ΡƒΠΌ М., Π₯Π°ΠΊΠ΅Π±Π΅ΠΉΠ» Π“., Π₯Π°Ρ€Ρ‚ Π£.

Книга содСрТит ΠΏΠΎΠ»Π½ΠΎΠ΅ руководство ΠΏΠΎ Pyomo (Python Optimization Modeling Objects) β€” ΠΏΠ°ΠΊΠ΅Ρ‚Ρƒ с ΠΎΡ‚ΠΊΡ€Ρ‹Ρ‚Ρ‹ΠΌ исходным ΠΊΠΎΠ΄ΠΎΠΌ, ΠΏΡ€Π΅Π΄Π½Π°Π·Π½Π°Ρ‡Π΅Π½Π½ΠΎΠΌΡƒ для формулирования ΠΈ Ρ€Π΅ΡˆΠ΅Π½ΠΈΡ ΠΊΡ€ΡƒΠΏΠ½ΠΎΠΌΠ°ΡΡˆΡ‚Π°Π±Π½Ρ‹Ρ… Π·Π°Π΄Π°Ρ‡ ΠΎΠΏΡ‚ΠΈΠΌΠΈΠ·Π°Ρ†ΠΈΠΈ. Pyomo Π²ΠΊΠ»ΡŽΡ‡Π°Π΅Ρ‚ классы Python для опрСдСлСния Ρ€Π°Π·Ρ€Π΅ΠΆΠ΅Π½Π½Ρ‹Ρ… мноТСств, ΠΏΠ°Ρ€Π°ΠΌΠ΅Ρ‚Ρ€ΠΎΠ² ΠΈ ΠΏΠ΅Ρ€Π΅ΠΌΠ΅Π½Π½Ρ‹Ρ…, с ΠΏΠΎΠΌΠΎΡ‰ΡŒΡŽ ΠΊΠΎΡ‚ΠΎΡ€Ρ‹Ρ… Π·Π°ΠΏΠΈΡΡ‹Π²Π°ΡŽΡ‚ΡΡ алгСбраичСскиС выраТСния, ΠΎΠΏΡ€Π΅Π΄Π΅Π»ΡΡŽΡ‰ΠΈΠ΅ Ρ†Π΅Π»Π΅Π²Ρ‹Π΅ Ρ„ΡƒΠ½ΠΊΡ†ΠΈΠΈ ΠΈ ограничСния. ΠšΡ€ΠΎΠΌΠ΅ Ρ‚ΠΎΠ³ΠΎ, ΠΏΡ€ΠΎΠ³Ρ€Π°ΠΌΠΌΡƒ ΠΌΠΎΠΆΠ½ΠΎ ΠΈΡΠΏΠΎΠ»ΡŒΠ·ΠΎΠ²Π°Ρ‚ΡŒ ΠΊΠ°ΠΊ ΠΈΠ· ΠΊΠΎΠΌΠ°Π½Π΄Π½ΠΎΠΉ строки, Ρ‚Π°ΠΊ ΠΈ ΠΈΠ· ΠΈΠ½Ρ‚Π΅Ρ€Π°ΠΊΡ‚ΠΈΠ²Π½ΠΎΠ³ΠΎ окруТСния Python, Ρ‡Ρ‚ΠΎ сильно ΡƒΠΏΡ€ΠΎΡ‰Π°Π΅Ρ‚ созданиС ΠΌΠΎΠ΄Π΅Π»Π΅ΠΉ Pyomo, ΠΏΡ€ΠΈΠΌΠ΅Π½Π΅Π½ΠΈΠ΅ Ρ€Π°Π·Π»ΠΈΡ‡Π½Ρ‹Ρ… ΠΎΠΏΡ‚ΠΈΠΌΠΈΠ·Π°Ρ‚ΠΎΡ€ΠΎΠ² ΠΈ ΠΈΠ·ΡƒΡ‡Π΅Π½ΠΈΠ΅ Ρ€Π΅ΡˆΠ΅Π½ΠΈΠΉ. Благодаря многочислСнным ΠΏΡ€ΠΈΠΌΠ΅Ρ€Π°ΠΌ, ΠΈΠ»Π»ΡŽΡΡ‚Ρ€ΠΈΡ€ΡƒΡŽΡ‰ΠΈΠΌ Ρ€Π°Π·Π»ΠΈΡ‡Π½Ρ‹Π΅ способы формулирования ΠΌΠΎΠ΄Π΅Π»Π΅ΠΉ, ΠΊΠ½ΠΈΠ³Π° прСкрасно раскрываСт ΡˆΠΈΡ€ΠΎΡ‚Ρƒ срСдств модСлирования, ΠΏΠΎΠ΄Π΄Π΅Ρ€ΠΆΠΈΠ²Π°Π΅ΠΌΡ‹Ρ… Pyomo, ΠΈ Π΅Π΅ ΠΏΠΎΠ΄Ρ…ΠΎΠ΄Ρ‹ ΠΊ слоТным практичСским прилоТСниям.

πŸ“’ Pyomo ― Optimization Modeling in Python [2021] Bynum, Hackebeil, Hart, Laird, Nicholson, Siirola, Watson, Woodruff

This book provides a complete and comprehensive guide to Pyomo (Python Optimization Modeling Objects) for beginning and advanced modelers, including students at the undergraduate and graduate levels, academic researchers, and practitioners. Using many examples to illustrate the different techniques useful for formulating models, this text beautifully elucidates the breadth of modeling capabilities that are supported by Pyomo and its handling of complex real-world applications. In the third edition, much of the material has been reorganized, new examples have been added, and a new chapter has been added describing how modelers can improve the performance of their models. The authors have also modified their recommended method for importing Pyomo. A big change in this edition is the emphasis of concrete models, which provide fewer restrictions on the specification and use of Pyomo models.



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πŸ“• Pyomo. ΠœΠΎΠ΄Π΅Π»ΠΈΡ€ΠΎΠ²Π°Π½ΠΈΠ΅ ΠΎΠΏΡ‚ΠΈΠΌΠΈΠ·Π°Ρ†ΠΈΠΈ Π½Π° Python [2023] Π‘ΠΈΠ½ΡƒΠΌ М., Π₯Π°ΠΊΠ΅Π±Π΅ΠΉΠ» Π“., Π₯Π°Ρ€Ρ‚ Π£.

Книга содСрТит ΠΏΠΎΠ»Π½ΠΎΠ΅ руководство ΠΏΠΎ Pyomo (Python Optimization Modeling Objects) β€” ΠΏΠ°ΠΊΠ΅Ρ‚Ρƒ с ΠΎΡ‚ΠΊΡ€Ρ‹Ρ‚Ρ‹ΠΌ исходным ΠΊΠΎΠ΄ΠΎΠΌ, ΠΏΡ€Π΅Π΄Π½Π°Π·Π½Π°Ρ‡Π΅Π½Π½ΠΎΠΌΡƒ для формулирования ΠΈ Ρ€Π΅ΡˆΠ΅Π½ΠΈΡ ΠΊΡ€ΡƒΠΏΠ½ΠΎΠΌΠ°ΡΡˆΡ‚Π°Π±Π½Ρ‹Ρ… Π·Π°Π΄Π°Ρ‡ ΠΎΠΏΡ‚ΠΈΠΌΠΈΠ·Π°Ρ†ΠΈΠΈ. Pyomo Π²ΠΊΠ»ΡŽΡ‡Π°Π΅Ρ‚ классы Python для опрСдСлСния Ρ€Π°Π·Ρ€Π΅ΠΆΠ΅Π½Π½Ρ‹Ρ… мноТСств, ΠΏΠ°Ρ€Π°ΠΌΠ΅Ρ‚Ρ€ΠΎΠ² ΠΈ ΠΏΠ΅Ρ€Π΅ΠΌΠ΅Π½Π½Ρ‹Ρ…, с ΠΏΠΎΠΌΠΎΡ‰ΡŒΡŽ ΠΊΠΎΡ‚ΠΎΡ€Ρ‹Ρ… Π·Π°ΠΏΠΈΡΡ‹Π²Π°ΡŽΡ‚ΡΡ алгСбраичСскиС выраТСния, ΠΎΠΏΡ€Π΅Π΄Π΅Π»ΡΡŽΡ‰ΠΈΠ΅ Ρ†Π΅Π»Π΅Π²Ρ‹Π΅ Ρ„ΡƒΠ½ΠΊΡ†ΠΈΠΈ ΠΈ ограничСния. ΠšΡ€ΠΎΠΌΠ΅ Ρ‚ΠΎΠ³ΠΎ, ΠΏΡ€ΠΎΠ³Ρ€Π°ΠΌΠΌΡƒ ΠΌΠΎΠΆΠ½ΠΎ ΠΈΡΠΏΠΎΠ»ΡŒΠ·ΠΎΠ²Π°Ρ‚ΡŒ ΠΊΠ°ΠΊ ΠΈΠ· ΠΊΠΎΠΌΠ°Π½Π΄Π½ΠΎΠΉ строки, Ρ‚Π°ΠΊ ΠΈ ΠΈΠ· ΠΈΠ½Ρ‚Π΅Ρ€Π°ΠΊΡ‚ΠΈΠ²Π½ΠΎΠ³ΠΎ окруТСния Python, Ρ‡Ρ‚ΠΎ сильно ΡƒΠΏΡ€ΠΎΡ‰Π°Π΅Ρ‚ созданиС ΠΌΠΎΠ΄Π΅Π»Π΅ΠΉ Pyomo, ΠΏΡ€ΠΈΠΌΠ΅Π½Π΅Π½ΠΈΠ΅ Ρ€Π°Π·Π»ΠΈΡ‡Π½Ρ‹Ρ… ΠΎΠΏΡ‚ΠΈΠΌΠΈΠ·Π°Ρ‚ΠΎΡ€ΠΎΠ² ΠΈ ΠΈΠ·ΡƒΡ‡Π΅Π½ΠΈΠ΅ Ρ€Π΅ΡˆΠ΅Π½ΠΈΠΉ. Благодаря многочислСнным ΠΏΡ€ΠΈΠΌΠ΅Ρ€Π°ΠΌ, ΠΈΠ»Π»ΡŽΡΡ‚Ρ€ΠΈΡ€ΡƒΡŽΡ‰ΠΈΠΌ Ρ€Π°Π·Π»ΠΈΡ‡Π½Ρ‹Π΅ способы формулирования ΠΌΠΎΠ΄Π΅Π»Π΅ΠΉ, ΠΊΠ½ΠΈΠ³Π° прСкрасно раскрываСт ΡˆΠΈΡ€ΠΎΡ‚Ρƒ срСдств модСлирования, ΠΏΠΎΠ΄Π΄Π΅Ρ€ΠΆΠΈΠ²Π°Π΅ΠΌΡ‹Ρ… Pyomo, ΠΈ Π΅Π΅ ΠΏΠΎΠ΄Ρ…ΠΎΠ΄Ρ‹ ΠΊ слоТным практичСским прилоТСниям.

πŸ“’ Pyomo ― Optimization Modeling in Python [2021] Bynum, Hackebeil, Hart, Laird, Nicholson, Siirola, Watson, Woodruff

This book provides a complete and comprehensive guide to Pyomo (Python Optimization Modeling Objects) for beginning and advanced modelers, including students at the undergraduate and graduate levels, academic researchers, and practitioners. Using many examples to illustrate the different techniques useful for formulating models, this text beautifully elucidates the breadth of modeling capabilities that are supported by Pyomo and its handling of complex real-world applications. In the third edition, much of the material has been reorganized, new examples have been added, and a new chapter has been added describing how modelers can improve the performance of their models. The authors have also modified their recommended method for importing Pyomo. A big change in this edition is the emphasis of concrete models, which provide fewer restrictions on the specification and use of Pyomo models.

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