Multi Objective Production–Distribution Decision Making Model Under Fuzzy Random Environment

Autor: Muhammad Nazim, Jamil Ahmad, Liming Yao, Muhammad Hashim, Abid Hussain Nadeem
Rok vydání: 2014
Předmět:
Zdroj: Proceedings of the Eighth International Conference on Management Science and Engineering Management ISBN: 9783642551819
DOI: 10.1007/978-3-642-55182-6_52
Popis: Today the most important concern of the managers is to make their firms viable in the competitive trade world. Managers are looking effective tools for decision making in the complex business world. This paper addresses a hierarchical multi objective production-distribution planing problem under fuzzy random environment. A mathematical model is presented to describe the purpose problem. To deal the uncertain environment, the fuzzy random variables are first transformed into trapezoidal fuzzy numbers, and by using the expected value operation, the trapezoidal fuzzy numbers are subsequently defuzzified. For solving the multi-objective problem a weighted sum base genetic algorithm is applied. Finally, the result of a numerical example are presented to demonstrate the practical and efficiency of the optimized model.
Databáze: OpenAIRE