Bi-level Optimization in an Imprecise and Random Environment - Tapa blanda

Singh, Vishnu Pratap; Chakraborty, Debjani

 
9786203307481: Bi-level Optimization in an Imprecise and Random Environment
Tapa blanda
ISBN 10: 6203307483 ISBN 13: 9786203307481
Editorial: LAP LAMBERT Academic Publishing, 2021

Sinopsis

In classical bi-level programming problems, coefficients of objective functions of the leader and the follower are crisp. But in real-life situations, uncertainties arise in almost every aspect. Thus, to include more realistic cases in classical bi-level programming problems, a fuzzy stochastic bi-level programming model has been developed using fuzzy random variable coefficients. A fuzzy random variable is a mathematical tool to deal with a sort of hybrid uncertainty. The novelty of the fuzzy random variable is that it contains the structure of twofold distribution which can carry a joint oneness of the simultaneous random and imprecise information which goes beyond the contrast of information contained in a random variable in probability theory and fuzzy variable in fuzzy set theory. Though the book deals to solve bi-level optimization models in the fuzzy or fuzzy random environment through a multi-stage decision-making approach. The main contribution of this book is twofold. It introduced the fuzzy stochastic and fuzzy rule-base bi-level optimization model to overcome the uncertainties present due to impreciseness and randomness.

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Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2021
Idioma
Inglés
ISBN 10 
6203307483
ISBN 13 
9786203307481
Encuadernación
Tapa blanda
Número de páginas
84
Contacto del fabricante
no disponible
Persona responsable
no disponible