A Generalized Framework For Kullback–Leibler Markov Aggregation

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Generalized Framework for Kullback-Leibler Markov Aggregation

This paper proposes an information-theoretic cost function for aggregating a Markov chain via a (possibly stochastic) mapping. The cost function is motivated by two objectives: 1) The process obtained by observing the Markov chain through the mapping should be close to a Markov chain, and 2) the aggregated Markov chain should retain as much of the temporal dependence structure of the original M...

متن کامل

a framework for identifying and prioritizing factors affecting customers’ online shopping behavior in iran

the purpose of this study is identifying effective factors which make customers shop online in iran and investigating the importance of discovered factors in online customers’ decision. in the identifying phase, to discover the factors affecting online shopping behavior of customers in iran, the derived reference model summarizing antecedents of online shopping proposed by change et al. was us...

15 صفحه اول

Generalized Markov models of infectious disease spread: A novel framework for developing dynamic health policies

We propose a class of mathematical models for the transmission of infectious diseases in large populations. This class of models, which generalizes the existing discrete-time Markov chain models of infectious diseases, is compatible with efficient dynamic optimization techniques to assist real-time selection and modification of public health interventions in response to evolving epidemiological...

متن کامل

A Framework for Inter-Domain Route Aggregation

This document presents a framework for inter-domain route aggregation and shows an example router configuration which ’implements’ this framework. This framework is flexible and scales well as it emphasizes the philosophy of aggregation by the source, both within routing domains as well as towards upstream providers, and it also strongly encourages the use of the ’no-export’ BGP community to ba...

متن کامل

A generalized Markov decision process

— In this paper we present a generalized Markov décision process that subsumes the traditional discounted, infinité horizon, finite state and action Markov décision process, VeinotCs discountéd décision processes, and Koehler's generalization of these two problem classes. Résumé. — Nous présentons dans cet article un processus de Markov généralisé qui englobe le processus de décision markovien ...

متن کامل

ذخیره 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: IEEE Transactions on Automatic Control

سال: 2020

ISSN: 0018-9286,1558-2523,2334-3303

DOI: 10.1109/tac.2019.2945891