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  • Search: subject:"parameter values"
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Subject
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Alternating regression (AR) 1 Biological systems 1 Computational methods of analysis 1 Continuous review model 1 Convergence 1 Convexity 1 Cost parameter values 1 Estimation of parameter values 1 Exact cost function 1 General algorithm 1 Industrial Engineering 1 Initial values 1 Inventory 1 Models and algorithms for effective decision-making in a data-driven environment are discussed. To enhance the quality of the extracted knowledge and decision-making 1 S-system 1 Sustainability 1 a subset of rules is selected from the extracted knowledge to meet the established decision-making criteria. The parameter values represented by the conditions of this set of rules are called a decision signature. A model and algorithms for the selection of the desired parameters (decision signatures) will be developed. The parameters of this model are updated using a framework provided by the learning classifier systems 1 and the parameters optimizing process performance are recommended. The applications discussed in this paper differ from most data mining tasks 1 in a typical data mining application the equipment fault is recognized based on the failure symptoms. In this paper 1 the data sets are transformed 1 the impact of the decisions on the modeled process is simulated 1 the knowledge is extracted with multiple algorithms 1 where the extracted knowledge is used to assign decision values to new objects that have not been included in the training data. For example 1
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Online availability
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Free 3
Type of publication
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Article 1 Book / Working Paper 1 Other 1
Language
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Undetermined 2 English 1
Author
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Chou, I-Chun 1 Halkos, George 1 Kevork, Ilias 1 Kusiak, Andrew 1 Martens, Harald 1 Tziourtzioumis, Chris 1 Voit, Eberhard O. 1
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Institution
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Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 1
Published in...
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MPRA Paper 1
Source
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BASE 2 RePEc 1
Showing 1 - 3 of 3
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Optimal inventory policies with an exact cost function under large demand uncertainty
Halkos, George; Kevork, Ilias; Tziourtzioumis, Chris - Volkswirtschaftliche Fakultät, … - 2014
experimentation based on this algorithm using parameter values from the relevant literature indicates that with large demand …
Persistent link: https://www.econbiz.de/10011112632
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Parameter estimation in biochemical systems models with alternating regression
Chou, I-Chun; Martens, Harald; Voit, Eberhard O. - 2006
Background: The estimation of parameter values continues to be the bottleneck of thecomputational analysis of … differential equations, provides a fast new tool foridentifying parameter values from time series data. The key feature of AR is … that it dissects thenonlinear inverse problem of estimating parameter values into iterative steps of linear regression …
Persistent link: https://www.econbiz.de/10009475753
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Data mining and decision making
Kusiak, Andrew - 2002
rules is selected from the extracted knowledge to meet the established decision-making criteria. The parameter values …
Persistent link: https://www.econbiz.de/10009466041
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