نتایج جستجو برای: pca dea

تعداد نتایج: 31302  

2015
Ali Azadeh Mohammad Sheikhalishahi

BACKGROUND A unique framework for performance optimization of generation companies (GENCOs) based on health, safety, environment, and ergonomics (HSEE) indicators is presented. METHODS To rank this sector of industry, the combination of data envelopment analysis (DEA), principal component analysis (PCA), and Taguchi are used for all branches of GENCOs. These methods are applied in an integrat...

Journal: :IJEBM 2005
Ching-Lan Chang Chi-Hao Yeh

In recent years, many panel manufacturers and vendors in Taiwan have invested extensively in liquid crystal display (LCD) due to the increasing demand from all over the world. New types and lager size of LCDs have been designed collaboratively by R&D groups using product data management (PDM) system. However, the key performance indices (KPIs) of PDM system are lack of discussion in LCD industr...

ژورنال: :بین المللی مهندسی صنایع و مدیریت تولید 0
m.a. azadeh m.s. amalnick h. omrani

در این مقاله، الگویی جامع برای ارزیابی عملکرد و رتبه­بندی شرکت­های توزیع برق معرفی    می­شود. در رویکرد پیشنهادی، مدل­های تحلیل پوششی داده­ها (data envelopment analysis) بعنوان مدلی ناپارامتریک و حداقل مربعات معمولی تصحیح شده (corrected ordinary least squires) بعنوان مدلی پارامتریک، توسط مدل تحلیل مولفه­های اصلی (principal component analysis) با هم ترکیب می شوند تا رتبه­های دقیق شرکت­های توزیع ...

2009
N. Saccani L. Songini P. Gaiardelli

The after–sales activities are nowadays acknowledged as a relevant source of revenue, profit and competitive advantage in most manufacturing industries. Top and middle management, therefore, should focus on the definition of a structured business performance measurement system for the after-sales business. The paper aims at filling this gap, and presents an integrated methodology for the after-...

Journal: :Central European Journal of Operations Research 2022

Abstract This paper uses data envelopment analysis (DEA) approach as a nonparametric efficiency tool to preselect efficient assets in large-scale portfolio problems. Thus, we reduce the dimensionality of problems, considering multiple asset performance criteria linear DEA model. We first introduce several reward/risk that are typically used literature identify features financial returns. Second...

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