书目名称 | Stochastic Versus Fuzzy Approaches to Multiobjective Mathematical Programming under Uncertainty |
编辑 | Roman Slowinski,Jacques Teghem |
视频video | |
丛书名称 | Theory and Decision Library D: |
图书封面 |  |
描述 | Operations Research is a field whose major contribution has been to propose a rigorous fonnulation of often ill-defmed problems pertaining to the organization or the design of large scale systems, such as resource allocation problems, scheduling and the like. While this effort did help a lot in understanding the nature of these problems, the mathematical models have proved only partially satisfactory due to the difficulty in gathering precise data, and in formulating objective functions that reflect the multi-faceted notion of optimal solution according to human experts. In this respect linear programming is a typical example of impressive achievement of Operations Research, that in its detenninistic fonn is not always adapted to real world decision-making : everything must be expressed in tenns of linear constraints ; yet the coefficients that appear in these constraints may not be so well-defined, either because their value depends upon other parameters (not accounted for in the model) or because they cannot be precisely assessed, and only qualitative estimates of these coefficients are available. Similarly the best solution to a linear programming problem may be more a matter of |
出版日期 | Book 1990 |
关键词 | Stochastic Approximation; Stochastic Optimization; Stochastic Programming; linear optimization; optimiza |
版次 | 1 |
doi | https://doi.org/10.1007/978-94-009-2111-5 |
isbn_softcover | 978-94-010-7449-0 |
isbn_ebook | 978-94-009-2111-5 |
copyright | Kluwer Academic Publishers 1990 |