Business Analytics for Decision Making
Autor Steven Orla Kimbrough, Hoong Chuin Lauen Limba Engleză Paperback – 14 oct 2024
Business analytics is about using data and models to solve various kinds of decision problems. There are three aspects for those who want to make the most of their analytics: encoding, solution design, and post-solution analysis. This textbook addresses all three. Emphasizing the use of constrained optimization models for decision making, the book concentrates on post-solution analysis of models.
The text focuses on computationally challenging problems that commonly arise in business environments. Unique among business analytics texts, it emphasizes using heuristics for solving difficult optimization problems important in business practice by making best use of methods from Computer Science and Operations Research. Furthermore, case studies and examples illustrate the real-world applications of these methods.
The authors supply examples in Excel®, GAMS, MATLAB®, and OPL. The metaheuristics code is also made available at the book's website in a documented library of Python modules, along with data and material for homework exercises. From the beginning, the authors emphasize analytics and de-emphasize representation and encoding so students will have plenty to sink their teeth into regardless of their computer programming experience.
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Specificații
ISBN-13: 9781032922713
ISBN-10: 1032922710
Pagini: 330
Ilustrații: 109
Dimensiuni: 178 x 254 mm
Greutate: 0.61 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Locul publicării:Boca Raton, United States
ISBN-10: 1032922710
Pagini: 330
Ilustrații: 109
Dimensiuni: 178 x 254 mm
Greutate: 0.61 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Locul publicării:Boca Raton, United States
Public țintă
Academic and Professional Practice & DevelopmentCuprins
Starters. Optimization Modeling. Metaheuristic Solution Methods. Post-Solution Analysis of Optimization Models. Conclusion.
Notă biografică
Steven Orla Kimbrough, The Wharton School, University of Pennsylvania, Philadelphia, USA
Hoong Chuin Lau, School of Information Systems, Singapore Management University, Singapore
Hoong Chuin Lau, School of Information Systems, Singapore Management University, Singapore
Descriere
The first complete text suitable for use in introductory Business Analytics courses, this book establishes a national syllabus for an emerging first course at an MBA level. There are three levels of knowledge that those who work with business analytics need to understand: encoding, solution design, and analytics: post-solution analysis. This boo