نتایج جستجو برای: scenario based robust optimization

تعداد نتایج: 3298069  

Journal: :Environmental Modelling and Software 2005
Guido Maria Bazzani Sabrina Di Pasquale Vittorio Gallerani Sabina Morganti Meri Raggi Davide Viaggi

The paper reports the first results of the EU funded Project WADI (Sustainability of European Irrigated Agriculture under Water Directive and Agenda 2000). The objective of the WADI project is to evaluate the economic, social and environmental sustainability of European irrigated farming under different scenarios concerning water policy and the Common Agricultural Policy. The methodology relies...

2011
Debbie Richards Peter Busch

Knowledge that is not applied, results in a ‘knowing-doing gap’. While education, training and knowledge management practices will affect what we know; how, when and with whom we use that knowledge will be mediated by cultural influences at the societal, organizational, group and individual levels. Based on a study involving 119 ICT workers in multicultural Australia, we found patterns of knowl...

Journal: :Operations Research 2014
Alberto Caprara Laura Galli Sebastian Stiller Paolo Toth

Robust optimisation is a well established concept to deal with uncertainty. In particular, recovery-robust models are suitable for real-world contexts, where a certain amount of recovery – although limited – is often available. In this paper we describe a general framework to optimise event-based problems against delay propagation. We also present a real-world application to train platforming i...

Journal: :SIAM Review 2011
Dimitris Bertsimas David B. Brown Constantine Caramanis

In this paper we survey the primary research, both theoretical and applied, in the field of Robust Optimization (RO). Our focus will be on the computational attractiveness of RO approaches, as well as the modeling power and broad applicability of the methodology. In addition to surveying the most prominent theoretical results of RO over the past decade, we will also present some recent results ...

Journal: :CoRR 2017
Judy Hoffman Mehryar Mohri Ningshan Zhang

We present a detailed theoretical analysis of the problem of multiple-source adaptation in the general stochastic scenario, extending known results that assume a single target labeling function. Our results cover a more realistic scenario and show the existence of a single robust predictor accurate for any target mixture of the source distributions. Moreover, we present an efficient and practic...

Journal: :مدیریت زنجیره تأمین 0
محبوبه کبیری زمانی مهدی بیجاری

optimization models have been used to support decision making in production planning for a long time. however, several of those models are deterministic and do not address the variability that is present in some of the data. robust optimization is a methodology which can deal with the uncertainty or variability in optimization problems by computing a solution which is feasible for all possible ...

Journal: :iranian journal of fuzzy systems 2014
p. moallem n. razmjooy b. s. mousavi

potato image segmentation is an important part of image-based potato defect detection. this paper presents a robust potato color image segmentation through a combination of a fuzzy rule based system, an image thresholding based on genetic algorithm (ga) optimization and morphological operators. the proposed potato color image segmentation is robust against variation of background, distance and ...

2011
Miroslav Dudík John Langford Lihong Li

We study decision making in environments where the reward is only partially observed, but can be modeled as a function of an action and an observed context. This setting, known as contextual bandits, encompasses a wide variety of applications including health-care policy and Internet advertising. A central task is evaluation of a new policy given historic data consisting of contexts, actions an...

The aim of this paper is robust identification of smart foam, as an electroacoustic transducer, considering unmodeled dynamics due to nonlinearities in behaviour at low frequencies and measurement noise at high frequencies as existent uncertainties. Set membership estimation combined with model error modelling technique is used where the approach is based on worst case scenario with unknown but...

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