Linear optimization with multiple equitable criteria
نویسندگان
چکیده
منابع مشابه
Linear optimization with multiple equitable criteria
– The standard multiple criteria optimization starts with an assumption that the criteria are incomparable. However, there are many applications in which the criteria express ideas of allocation of resources meant to achieve some equitable distribution. This paper focuses on solving linear multiple criteria optimization problems with uniform criteria treated in an equitable way. An axiomatic de...
متن کاملEquitable aggregations and multiple criteria analysis
In th epast decade, increasing interest in equity issues resulted in new methodologies in the area of operations research. This paper deals with the concept of equitably efficient solutions to multiple criteria optimization problems. Multiple criteria optimization usually starts with an assumption that the criteria are incomparable. However, many applications arise from situations which present...
متن کاملParallel Regularized Multiple-criteria Linear Programming
In this paper, we proposed a new parallel algorithm: Parallel Regularized Multiple-Criteria Linear Programming (PRMCLP) to overcome the computing and storage requirements increased rapidly with the number of training samples. Firstly, we convert RMCLP model into a unconstrained optimization problem, and then split it into several parts, and each part is computed by a single processor. After tha...
متن کاملKernel-based multiple criteria linear programming classifier
This paper proposed a novel classification model which introduced the kernel function into the original Multiple Criteria Linear Programming (MCLP) model. MCLP model is used as a classification method which can only solve linear separable problems in data mining. However, the proposed kernel-based MCLP model can deal with non-linear cases. Meanwhile, unlike some other complicated models, this m...
متن کاملKernel Regularized Multiple Criteria Linear Programming
Based on our proposed regularized multiple criteria linear programming (RMCLP) for binary classification problems, this paper extends this method to treat with nonlinear case. By applying dual theory, we derived the dual problem of optimization problem constructed in RMCLP, and then proved the solution of RMCLP can be computed by the solution of its dual problem, finally, we constructed Algorit...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: RAIRO - Operations Research
سال: 1999
ISSN: 0399-0559,1290-3868
DOI: 10.1051/ro:1999112