Building and Solving Mathematical Programming Models
50 Practical Examples
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Beschreibung
This book presents the construction and resolution of 50 practical optimization problems and covers an exceptionally wide range, including games-associated problems (Unblock Me, Sudokus), logistical problems, and problems concerning plant distribution, production, operations scheduling, management and resource allocation.
The problems are divided into 5 difficulty levels. Problems in the first few levels are focused on learning the model construction methodology, while those in the last level include complex optimization environments. For each problem solution, the specific steps are illustrated, promoting reader comprehension.
In addition, all the models are implemented in an optimization library, LINGO, their solutions have been analyzed and their correct construction has been verified. The book also includes a simple guide to implementing models in LINGO in a straightforward manner and in any input data format (text files, spreadsheets or databases).
As an idealcompanion to the author’s previously published work Modelling in Mathematical Programming, the book is intended as a basic tool for students of operations research, and for researchers in any advanced area involving mathematical programming.
This book presents the construction and resolution of 50 practical optimization problems and covers an exceptionally wide range, including games-associated problems (Unblock Me, Sudokus), logistical problems, and problems concerning plant distribution, production, operations scheduling, management and resource allocation.
The problems are divided into 5 difficulty levels. Problems in the first few levels are focused on learning the model construction methodology, while those in the last level include complex optimization environments. For each problem solution, the specific steps are illustrated, promoting reader comprehension.
In addition, all the models are implemented in an optimization library, LINGO, their solutions have been analyzed and their correct construction has been verified. The book also includes a simple guide to implementing models in LINGO in a straightforward manner and in any input data format (text files, spreadsheets or databases).
As anideal companion to the author’s previously published work Modelling in Mathematical Programming, the book is intended as a basic tool for students of operations research, and for researchers in any advanced area involving mathematical programming.
Presents a wide range of practical optimization problems and their solutions Divides problems into 5 difficulty levels to help understanding Demonstrates the implementation in one optimization library, LINGO
Autor*in
José Manuel García Sánchez
Themen in »Building and Solving Mathematical Programming Models«
Mathematical programming Model Building Decision variables Constraints Logical propositions Optimization Mathematical Applications Case studies LINGO
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“The book shows through 50 examples how practical problems can be modelled as optimization problems and how these optimization problems can be implemented and solved in the optimization library LINGO. It is intended as a companion to the author’s book … .” (Florian Mannel, zbMATH 1516.90001, 2023)
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