process modeling using linear programming

... representativeness as well as redundancy in an objective function, and solve the optimization problem by using linear programming to extract proper comparable sentences More specifically, we consider a pair of ... length The optimization of the defined objective function under above constraints is an integer linear programming (ILP) problem Though the ILP problems are generally NP-hard, considerable works ... limit of 200 words The evaluation results are shown in table Compared with baseline models, our linear programming based comparative model (denoted as LPCM) achieves best scores over all metrics...

Ngày tải lên: 07/03/2014, 22:20

... summarize the analogies between linear algebra and linear programming in tabular form: Linear algebra Linear programming Basic problem system of linear equations system of linear inequalities Algorithm ... also make sense without them 1.3 Linear Programming and Linear Algebra The basics of linear algebra can be regarded as a theory of systems of linear equations Linear algebra considers many other ... applications of linear programming from various fields, each with motivation and some background material Chapter contains remarks on software available for linear programming and on the literature Linear...

Ngày tải lên: 03/07/2014, 21:10

... Exergy-cost-energy-mass analysis of thermal systems and processes Energ Convers Manage 2003, 44(10), 1633-1651 Himmelblau D.M Applied Nonlinear Programming McGraw-Hill: New York, 1972 Holland J.H ... products of CP-24 are the electricity from the gas and steam turbines, the superheated process steam, and the process hot water The fuel for the gas turbines is natural gas The plant is considered ... partial expansion in this turbine, a fraction of the steam is extracted for use in the process The condensate of the process steam returns to the deaerator The remnant steam further expands in the condensation...

Ngày tải lên: 05/09/2013, 16:30

... integer linear programming inference In Proc of COLING M Richardson and P Domingos 2006 Markov logic networks Machine Learning, 62(1):107–136 S Riedel and J Clarke 2006 Incremental integer linear programming ... determination of anaphoricity and coreference resolution using integer programming In Proc of HLT-NAACL Y Ding and M Palmer 2005 Machine translation using probabilistic synchronous dependency insertion ... Pereira (2006 parse decisions, neighbourhoods and Pereira (200 tion to modeling neighbourhoods sequence of thes tion to modeling exact non-project sequence of the for any model ass exact non-projec...

Ngày tải lên: 20/02/2014, 07:20

... Collaboration Process • Two or more Abstract Processes* • Abstract Process relationship to Collaboration Process* • Collaboration Process only (e.g., ebXML BPSS or RosettaNet)* 14 Business Process Modeling ... Business Process Modeling Notation, v1.1 Table B.63 - Transaction Attributes 277 Table B.64 - Web Service Attributes 277 Business Process Modeling Notation, v1.1 xv xvi Business Process Modeling ... Business Process Modeling Notation, v1.1 11.1 11.2 11.3 11.4 The Beginning of the Process 135 The First Sub -Process 135 The Second Sub -Process 137 The End of the Process...

Ngày tải lên: 06/03/2014, 20:21

... Genetic programming: On the programming of computers by means of natural selection MIT Press Christopher Manning and Hinrich Sch¨ tze 1999 Founu dations of Statistical Natural Language Processing ... repeating this for each n between and 200 The best F1 score is then taken as the AM’s goodness Using the previous definition of the fitness function, preliminary experiments showed that solutions ... loss in performance is known as parsimony, and it has already been successfully used in genetic programming (Koza, 1992) Therefore, the final formula for the fitness function we used incorporates...

Ngày tải lên: 08/03/2014, 01:20

... 2005 Vasin Punyakanok, Dan Roth, Wen-tau Yih, and Dave Zimak 2004 Role Labeling via Integer Linear Programming Inference Proceedings of the 20th COLING Dan Roth and Wen-tau Yih 2005 ILP Inference ... (which the non-grammatical relation label is the basis of ILPs null class ) Since maximum entropy modeling seeks to sharpen the classifier with respect to the most prominent class, gets a strong ... articles, e.g (Buchholz, F-Mea 1999) There, a cascaded model (of classifiers) 87.7 has been proposed (using various tools around 79.1 TIMBL) The f-measure (perfect test data) was 67.3 83.5% However,...

Ngày tải lên: 17/03/2014, 22:20

... Function 22.2.1.1 Using LP solve Case Study 22.2.1.2 Using GLPK glpsol Case Study 22.2.1.3 Using LP solve Case Study 22.2.1.4 Using GLPK glpsol Case Study 22.2.1.5 Using LP solve Case ... 16.2.1 Linear Interpolation 16.2.2 Non -Linear Interpolation 16.3 Curve Fitting 16.3.1 Linear Polynomial Function 16.3.2 Non -Linear Polynomial ... Study 22.2.1.6 Using GLPK glpsol Case Study 22.2.2 Right-Hand Side of Constraints 22.2.2.1 Using LP solve Case Study 22.2.2.2 Using glpsol Case Study 22.2.2.3 Using LP solve Case...

Ngày tải lên: 19/03/2014, 14:10

... Simple Application of L P In Chapter 11, Linear Programming was applied to those investments satisfying the following assumptions: Additivity ... acceptable To ensure that projects are either accepted or rejected in their entirety, Mixed Integer Linear Programming can be used ‘Integer’ settings such as 0,1,2,3… allow discrete zero or multiple ... constraint selected via the Solver ‘sign’ dialog box 13 Other LP Formulations Mixed Integer Linear Programming can be used to solve other complex investment problems by careful specifications...

Ngày tải lên: 23/03/2014, 04:20

... the current and previous contribution 4.3 Constraints using Integer Linear Programming We formulate our constraints using Integer Linear Programming (ILP) This formulation has an advantage over ... automatic classifier, performance will increase In section 4.3 we formalize these constraints using Integer Linear Programming 4.1 g A2 go almost to the edge of the lake f A1 yeah Without this context, ... statements describing what a correct label sequence looks like, and are imposed on our model using an Integer Linear Programming formulation (Roth and Yih, 2004) In section 5, this model is evaluated on...

Ngày tải lên: 23/03/2014, 16:20

... was done using MERT, and each experiment was run times, and the final score is calculated as the average of the runs, in order to stabilize the results Finally, the results were evaluated using BLEU-4, ... BLEU-4, METEOR, TER and TERp The BLEU-4 and METEOR scores were computed using 16 references The TER and TERp were computed using a single reference 4.3 METEOR 65.38 65.93 66.18 66.29 66.14 TERp ... and show the scores using the different reordering models Consistent improvements in the BLEU scores may be observed when changing from the MSD model to the models generated using alignment matrices...

Ngày tải lên: 23/03/2014, 16:20

... 2006 s 88 No 25, 2006 ‘50 Selling or processing eels taken under eel licence ‘(1) The holder of an eel licence, or an approved nominee of the holder, may sell or process eels taken under the licence ... Omission of ch 4, pt 6, div (Miscellaneous) 36 71 Amendment of s 233 (Restrictions on processing scallops on commercial fishing boat) 36 72 Amendment of ... 42 84 Replacement of s 50 (Selling eels taken under eel authority) 42 50 Selling or processing eels taken under eel licence 43 85 Replacement of pt 8, div 3, hdg (Eel authorities)...

Ngày tải lên: 23/03/2014, 23:21

... Mechanics Available at Your College Bookstore - PROCESS MODELING, SIMULATION, AND CONTROL FOR CHEMICAL ENGINEERS Second Edition William L Luyben Process Modeling and Control Center Department of Chemical ... Buckley, two authentic pioneers in process modeling and process control CONTENTS Preface 1.1 1.2 1.3 1.4 1.5 1.6 Part I 2.1 2.2 Introduction Examples of the Role of Process Dynamics and Control Historical ... Background Perspective Motivation for Studying Process Control General Concepts Laws and Languages of Process Control 1.6.1 Process Control Laws 1.6.2 Languages of Process Control Xxi 1 8 11 11 12 Mathematical...

Ngày tải lên: 01/04/2014, 11:12

... eqautions toolbox, the modeling of advection processes (see below) is difficult and requires numerical skills All other processes can be simulated using the appropriate commands 2.2 Modeling Steps 31 ... manageable by using – it sounds contradictory the numerical mathematical tool MATLAB R (translated by E.H) Part I Primer to Modeling with MATLAB R Introduction 1.1 Environmental Modeling using MATLAB ... ways of computer programming The book “Environmental Modeling using MATLAB R ” provides a clear, comprehensive, and very instructive introduction to the science of environmental modeling, and more...

Ngày tải lên: 08/04/2014, 10:09

... Architect 2001 Data modeling, object modeling, process modeling, structured analysis/design Platinum Technology Platinum Enterprice Modeling Suite: Erwin, BPWin, Paradigm Plus Data, process, and business ... Resolution Ltd Xcase Conceptual modeling up to code maintenance Sybase Enterprise Application Suite Data modeling, business logic modeling Visio Visio Enterprise Data modeling, design and reengineering ... relationships Higher-order relationships discussed further in Chapter Data Modeling Tools A number of popular tools that cover conceptual modeling and mapping into relational schema design Examples: ERWin,...

Ngày tải lên: 12/05/2014, 11:55

... (smart card) Processor card Memory card Processor card without coprocessor Figure 1.1 Classification of cards with and without chips Smart Card Applications: Design Models for using and programming ... Normal processing '9000' '61xx' Process executed successfully Processing completed successfully xx data bytes are available in response and can be retrieved using GET RESPONSE Warning processing ... explicit selection using an FID (file identifier); option is implicit file selection using an SFI (short file identifier); option is selection using a DF name; option is selection using an FID (file...

Ngày tải lên: 01/06/2014, 10:59

... Typical process improvement approaches 19 • Process assessment describes an actual process capability that can be compared to a target capability • Process improvement is a continuous process • Process ... existing processes; • Changing existing processes; • Developing new processes; • Deploying new and modified processes through the organization; Introduction • Training staff to use new or modified processes; ... Figure 1.3 shows an approach using ISO–CMMI® synergy to implement process improvement To diagnose potential process improvement opportu- Figure 1.3 Process improvement using ISO and the CMMI® 10...

Ngày tải lên: 01/06/2014, 11:54

... [5/1/2006 10:21:49 AM] 4.1.1 What is process modeling? Process Modeling 4.1 Introduction to Process Modeling 4.1.1 What is process modeling? Basic Definition Process modeling is the concise description ... AM] Process Modeling http://www.itl.nist.gov/div898/handbook/pmd/pmd_d.htm (5 of 5) [5/1/2006 10:21:37 AM] 4.1 Introduction to Process Modeling Process Modeling 4.1 Introduction to Process Modeling ... or for process optimization Introduction to Process Modeling [4.1.] What is process modeling? [4.1.1.] What terminology statisticians use to describe process models? [4.1.2.] What are process...

Ngày tải lên: 21/06/2014, 21:20

... select a function to describe my process? Process Modeling 4.4 Data Analysis for Process Modeling 4.4.2 How I select a function to describe my process? Synthesis of Process Information Necessary ... AM] 4.4.2.2 Using the Data to Select an Appropriate Function Process Modeling 4.4 Data Analysis for Process Modeling 4.4.2 How I select a function to describe my process? 4.4.2.2 Using the Data ... 4.4.2.3 Using Methods that Do Not Require Function Specification Process Modeling 4.4 Data Analysis for Process Modeling 4.4.2 How I select a function to describe my process? 4.4.2.3 Using Methods...

Ngày tải lên: 21/06/2014, 21:20

... What types of predictions can I make using the model? Process Modeling 4.5 Use and Interpretation of Process Models 4.5.1 What types of predictions can I make using the model? Detailed Information ... [5/1/2006 10:22:31 AM] 4.5.2 How can I use my process model for calibration? Process Modeling 4.5 Use and Interpretation of Process Models 4.5.2 How can I use my process model for calibration? Detailed ... uncertainty of a single response? How can I use my process model for calibration? Single-Use Calibration Intervals How can I optimize my process using the process model? http://www.itl.nist.gov/div898/handbook/pmd/section5/pmd5.htm...

Ngày tải lên: 21/06/2014, 22:20