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Mathematical Models for Decision Making with Multiple Perspectives Maria Isabel Gomes

Mathematical Models for Decision Making with Multiple Perspectives By Maria Isabel Gomes

Mathematical Models for Decision Making with Multiple Perspectives by Maria Isabel Gomes


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Summary

This book brings together, in a single volume, the fields of multicriteria decision making and multiobjective optimization that are traditionally covered by different books. It is written in a didactic form using examples to help understanding of the proposed methodologies better.

Mathematical Models for Decision Making with Multiple Perspectives Summary

Mathematical Models for Decision Making with Multiple Perspectives: An Introduction by Maria Isabel Gomes

  • Covers both multicriteria decision and multiobjective optimization and helps readers understanding the mathematics behind the methods
  • Includes several levels of exercises and solutions aiming the developing of readers' problem-solving skills and to promote concepts retention
  • Designed for a 12 weeks course in multiple attribute decision modelling taken by advanced undergraduate and beginning graduate students in the mathematical sciences, engineering, and economics and management
  • Includes supplementary teaching materials as slides presentations and self-evaluation exercises
  • Provides models built in GAMS that can be solved and analysed with the software free version

About Maria Isabel Gomes

Maria Isabel Gomes is Associate Professor in the Department of Mathematics at the Faculty of Science and Technology of Nova University of Lisbon (UNL) and a researcher of the Operational Research group at the Center for Mathematics and Applications (UNL). She coordinates the master program in Mathematics and Applications at the Faculty of Science and Technology of Nova University of Lisbon. In 1996, she obtained her B.S. degree in Applied Mathematics - Operational Research at the Faculty of Science and Technology of Nova University of Lisbon. In 2001, she completed her M.S. degree in Operational Research and Systems Engineering and, in 2007, her Ph.D. in Industrial Engineering and Management at the Technical University of Lisbon. Since 1998, she is a member of the Portuguese Association of Operations Research.

Her research focuses mainly on the development of new mathematical programming models to solve real world problems in contexts such as supply chain management, logistics, transportation and routing in solid waste collection, and healthcare. She has co-authored more than 50 scientific papers and one book. In 2003, she was awarded by the EURO - Association of European Operational Research Societies - the Award for Best Paper on Theory and Methodology published on the European Journal of Operational Research between 2010 and 2011.

Nelson Chibeles Martins is an assistant professor at the Faculty of Science and Technology of Nova University of Lisbon and an associate researcher in the Operational Research group at the Centre for Mathematics and Applications (UNL). Storyteller and RPG Game Master since 1990. Dad since 2003.

Nelson completed his B.S. degree in Applied Mathematics - Operational Research at the Faculty of Science and Technology of the Nova University of Lisbon in 1994 and his M.S. degree in Operational Research and Systems Engineering in 1997 at the Technical University of Lisbon. Finally, in 2005, he obtained a Ph.D. in Systems Engineering also at the Technical University of Lisbon.

His main research focus is the application of metaheuristics on complex and highly combinatorial real industrial, logistic and routing problems. Additionally, he has been researching in teaching maths to young children through the use of games and hands-on activities and the impact of teaching (and learning) soft skills courses in technology and science students.

Nelson is a member of the Portuguese Association of Operations Research since 1997. He co-authored the article Soft skills for science and technology students: A pedagogical experience that was presented at WEEF2015 - World Engineering Education and received the Best Paper Award.

Table of Contents

1. Single Criterion Decision Making 2. Sequential Decisions and Introduction to Utility Theory 3. Simple Multi-Attribute Rating Technique - SMART 4. The ELECTRE Methods 5. Analytic Hierarchy Process 6. TOPSIS and Fuzzy TOPSIS 7. Multi-Objective Linear Programming 8. Lexicographic and -Constraint Methods 9. Weighted Sum and Distance Minimization Methods 10. Interactive Methods 11. Goal Programming

Additional information

NPB9780367440749
9780367440749
0367440741
Mathematical Models for Decision Making with Multiple Perspectives: An Introduction by Maria Isabel Gomes
New
Hardback
Taylor & Francis Ltd
2022-08-04
288
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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