In real-life world, decision makers usually face multiple objectives and needto make the decision in the state of uncertainty. The purpose of this book isto show how to deal with those problems by random-like multiple objective decision making. Authors apply the research ideas and paradigm '5MRP' to start the research of RLMODM and provide readers with some interesting research problems, some useful mathematical models, and the scientific research method. The innovations are as follows: (1) Some random-like uncertain variables and their basic properties are presented; (2) Some crisp equivalent models are deduced. (3) Random-like simulation-based intelligent algorithms are presented; (4) Some realistic applications are presented. Above all, readers can obtain the scientific research method and expand their research fields from the view of random-like uncertain theory, mathematical models, algorithms, and management problems. Numerous multi-objective programming models with random-like parameters help readers to solve realistic problems Hybrid intelligent algorithms help to solve multi-objective programming problems with random-like coefficients Practical applications show a realistic environment of the models A special chapter on the methodological system for RLMODM prepares readers for the future research INDICE: Random Set Theory. Random Multiple Objective Decision Making. Bi-random Multiple Objective Decision Making. Random Fuzzy Multiple Objective Decision Making. Random Rough Multiple Objective Decision Making. Methodological System for RLMODM. Some Mathematical Aids. Some Procedures.
- ISBN: 978-3-642-17999-0
- Editorial: Springer Berlin Heidelberg
- Encuadernacion: Rústica
- Páginas: 420
- Fecha Publicación: 01/03/2011
- Nº Volúmenes: 1
- Idioma: Inglés