THE EXTENSION OF SIMULATION AND OPTIMIZATION ON MODEL DYNBALANCE(2-2)
|
|
- Jesse Garrison
- 8 years ago
- Views:
Transcription
1 THE EXTENSION OF SIMULATION AND OPTIMIZATION ON MODEL DYNBALANCE(2-2) Abstract ElŜbieta Kasperska, Damian Słota Institute of Mathematics Silesian University of Technology ul. Kaszubska 23, Gliwice The purpose of this paper is to present the extension of simulation and optimization experiments on model DYNBALANCE(2-2). An interesting point of view is to apply on this model the idea of three dimensional structure of experiments on models type SD. The idea of three dimensional structure of experiments was invented by Kasperska. The object of experiments is the model DYNBALANCE(2-2). Many examples of different kind of experiments (from "crossing" different "surfaces" of invented system) were presented in paper. At the end, some conclusions are formulated. Key words: System Dynamics Method, Optimization and Simulation, Model DYNBALANCE(2-2). 1. Introduction Model DYNBALANCE(2-2) is the one from "family" of models type "balancing the production and raw materials". Such models were named: DYNBALANCE(1-3) [KMLS00a, KMLS00b], DYNBALANCE(3-1) [KMLS01], DYNBALANCE(3-1-II) [Ka02a]. The model DYNBALANCE(2-2) is the newest member of this family, already described in paper [KaSł03]. Now, authors will present only the general structure of this model and concentrate on extension the simulation and optimization experiments on this model. These experiments were planned according to the idea of three dimensional structure of experiments on models type SD. This idea was already applied by Kasperska on model DYNBALANCE(3-1-II) [Ka02b]. Figure 1 present the general structure of model DYNBALANCE(2-2) and Figure 2 present the idea of the structure of experiments.
2 256 Metody formalne w SWO Fig. 1. The general structure of the model DYNBALANCE(2-2) Fig. 2. General idea of three dimensional structure of experiments (invented by Kasperska [KaML03]) The structure of model DYNBALANCE(2-2) was modelled using Łukaszewicz symbols [Łu75, Łu76], which were described dentally in [Ka02b].
3 The extension of simulation and optimization 257 The idea of three dimensional structure of experiments on models type SD, was invented by Kasperska on the base of her considerations about different kind of approaches within System Dynamics method (this problem was undertaken in paper [Ka02a]). Now, authors want to pay attention on some experiments on model DYNBALANCE(2-2), which represent the different "crossing" of the surfaces of structure of experiments. 2. The extension of simulation and optimization on model DYNBALANCE(2-2) In paper [KaSł03] authors have presented two different methods of embedding the optimization in simulation on model DYNBALANCE(2-2). They were illustrated by some experiments on this model, but authors didn't pay enough attention to problem of using specific types of experiments for solving specific problem of supporting the decisions in organization. Now, on the base of experience of formulation of three dimensional structure of experiments and on the base of remarks placed in paper [Ka02] authors have performed "putting in order" experiments and some conclusions about present below. Fig. 3. The characteristic of variables: norm, profit, copr1 and copr2 under the condition: price1=300, price2=350) Experiment 1 (type of "trials and errors"). This experiment is the example from the "structure of modelling" (see Figure 2). Such interior parameters like: price1, price2 were changed and we explored the influence of that on dynamic of system, in each step of simulation. The characteristic of variable norm, profit and copr1, copr2, upon different condition of price1 and price2, are presented on Figure 3 and 4. This kind of experiment makes possible to study the "sensitivity" of parameters and, in consequences, helps in the descriptive - explanatory approaches, which gives the basic information about the structure of the system (and rules of its functioning).
4 258 Metody formalne w SWO Fig. 4. The characteristic of variables: norm, profit, copr1 and copr2 under the condition: price1=600, price2=700) Experiment 2 (type of minimalization of cost of production). This experiment is the example from the "structure of optimization" (see Figure 2). The interesting point of view is the comparing the results of minimalization of cost and maximalization of profit. The Reader can study the dynamics of system in both cases on Figures 5 and 6. The decision - maker has possibilities to compare and choose the "optimal" decisions and, what is more important, to predict the dynamical consequences of these decisions on the whole system (its behaviour). Such is the strength of System Dynamics method, "enriched" with optimal procedures. Fig. 5. The dynamics of variables: lin1, lin2 and profit in experiment of minimalization of cost
5 The extension of simulation and optimization 259 Fig. 6. The dynamics of variables: lin1, lin2 and profit in experiment of maximalization of profit Experiment 3 (type of "what if?"). This kind of experiment allows to study the effects of changing the condition of "sources" of system. The equations for sources: rd1, rd2 (rates of demands for product P1, P2), are: rd1.k = po+step(p1,0), rd2.k = po+step(p2,0). The results of such demands are presented on Figure 7 and for comparison the option of sinusoidal rd1, rd2 on Figure 8. Fig. 7. The characteristic of demand and levels of production (demands have "steps" characteristic) During creating the model and simulating the dynamics, authors have performed so many experiments, that it is not possible to present them all in this section. Authors have wanted to show the examples of experiments from structure of experiments and on base of that, stress the specific possibilities different kinds of experiments, for learning process of decision - makers. In consequences, this process of learning leads to effective supporting of the decisions. So, it is time for final remarks and conclusions.
6 260 Metody formalne w SWO Fig. 8. The characteristic of demands and levels of production (demands have "sinusoidal" characteristic) 3. Final remarks and conclusions The purpose of the paper was to present the extension of simulation and optimization experiments on model DYNBALANCE(2-2). The specific types of experiments from three dimensional structure were presented and results of changing the specific assumptions for experiments were shown in illustrative form. Final conclusions are as follows: the idea of three dimensional structure of experiments is very fruitful, in sense of consequences of different kind of experiments for specific needs of supporting the decisions in economic organizations, the size of model DYNBALANCE(2-2) (the complexity of base structure and formalization of optimization procedures) is that, that makes possible effective learning process from man computer - model chain. The future development of model can make easier the application of model not only in works with students but in real production~-- trade enterprises as well, possibilities of languages Professional Dynamo [Pu94] or COSMIC and COSMOS [Co94], allows to performed simulation and optimization experiments, which are the fruitful and progressive way of extending the classical System Dynamics method. References [Co77] [Co78] [CoWo80] Coyle R. G., Management System Dynamics, John Wiley & Sons, New York Coyle R. G., System Dynamics - The state of the art, Dynamica 5 (1978), Coyle R. G., Wolsterholm E. P., Modelling discrete events in System Dynamics models - a case study, Dynamica 6 (I) (1980),
7 The extension of simulation and optimization 261 [Co94] Coyle R. G., ed., Cosmic and Cosmos. User manuals, The Cosmic Holding Co, London [Co96] Coyle R. G., System Dynamics Modelling. A Practical Approach, Chapman & Hall, London [Co98] Coyle R. G., The practice System Dynamics: milestones, lessons and ideas from 30 years experience, System Dynamics Rev. 14 (1998), [Co99] Coyle R. G., Simulation by repeated optimisation, J. Opt. R. S. 50 (1999), [Fo61] Forrester J. W., Industrial Dynamics, MIT Press, Massachusetts [Fo69] Forrester J. W., Urban Dynamics, MIT Press, Massachusetts [Fo71 orrester J. W., World Dynamics, Wright-Allen Press, Massachusetts1971. [Fo72] Forrester J. W., Principles of Systems, Cambridge Press, Massachusetts [Fo75] Forrester J. W., Collected papers of Jay W. Forrester, Cambridge Press\Wright Allen Press, Massachusetts [KaSł00] Kasperska E., Słota D., Metody matematyczne w zarządzaniu w ujęciu Dynamiki Systemowej, wyd. II, Wyd. Pol. Śl., Gliwice [KMLS00a] Kasperska E., Mateja-Losa E., Słota D., Some extension of System Dynamics method - theoretical aspects, in: Proc. 16th IMACS World Congress, M. Deville, R. Owens, ed., IMACS, Lausanne 2000, , 1-6. [KMLS00b] Kasperska E., Mateja-Losa E., Słota D., Some extension of System Dynamics method - practical aspects, in: Proc. 16th IMACS World Congress, M. Deville, R. Owens, ed., IMACS, Lausanne 2000, , 1-6. [KMLS01] Kasperska E., Mateja-Losa E., Słota D., Some dynamics balance of production via optimization and simulation within System Dynamics method, in: Proc. 19th International Conference of the System Dynamics Society, J. H. Hines, V. G. Diker, R. S. Langer, J. I. Rowe, ed., SDS, Atlanta 2001, [KMLS02] Kasperska E., Mateja-Losa E., Słota D., Optimal dynamical balance of raw materials - some concept of embedding optimization in simulation on system dynamics models and vice versa, in: Proc. 20 International Conference of the System Dynamics Society, P. I. Davidsen, E. Mollona, V. G. Diker, R. S. Langer, J. I. Rowe, ed., SDS, Palermo 2002, 1-23.
8 262 Metody formalne w SWO [Ka02a] Kasperska E., Cybernetic formulation of some functions of management - types of simulation and optimization approaches within the System Dynamics method, in: Proc. 20 International Conference of the System Dynamics Society, P. I. Davidsen, E. Mollona, V. G. Diker, R. S. Langer, J. I. Rowe, ed., SDS, Palermo 2002, [Ka02b] Kasperska E., Supporting the decision in organization by the inteligent simulation package Cosmic and Cosmos}, Pr. Nauk. Akad. Ekonom. w Katowicach, "Support Systems in Organization" (2002), [KaSł03] Kasperska E., Słota D., Two different methods of embedding the optimization in simulation on model DYNBALANCE(2-2), in: Proc. 21 International Conference of the System Dynamics Society, SDS, New York 2003 (in print). [KaML03] Kasperska E., Mateja-Losa E., The structure of simulation and optimization experiments on model DYNBALANCE(3-1-II), in: Proc. 21 International Conference of the System Dynamics Society, SDS, New York 2003 (in print). [Łu75] Łukaszewicz R., Dynamika systemów zarządzania, PWN, Warszawa [Łu76] Łukaszewicz R., The direct form of structure models within System Dynamics, Dynamica 2 (1976). [Pu94] Pugh A. L., ed., Professional Dynamo 4.0 for Windows. Tutorial Guide, Pugh-Roberts Associates, Cambridge [Se98] Senge P.H., Piąta dyscyplina, Dom Wyd. ABC, Warszawa [Se02] Senge P. H., Piąta dyscyplina zbiór ćwiczeń, Oficyna Ekon., Warszawa [St00] Sterman J. D., Business dynamics - system thinking and modeling for a complex world, Mc Graw-Hill, Boston ROZWÓJ SYMULACJI I OPTYMALIZACJI NA MODELU DYNBALANCE(2-2) Celem pracy jest zaprezentowanie rozwoju symulacyjnych i optymalizacyjnych eksperymentów na modelu DYNBALANCE(2-2). Autorzy zastosowali ideę trójpłaszczyznowej struktury eksperymentów na modelach typu Dynamiki Systemowej. Przedstawiono wyniki wielu ciekawych eksperymentów na modelu DYNBALANCE(2-2), zgodnych z tą ideą. Na końcu sformułowano pewne wnioski, w szczególności związane ze wspomaganiem decyzji w organizacjach ekonomicznych. Słowa kluczowe: Dynamika Systemowa, Optymalizacja i symulacja, Model DYNBALANCE(2-2).
A Framework for the System Dynamics (SD) Modeling of the Mobile Commerce Market
A Framework for the System Dynamics (SD) Modeling of the Mobile Commerce Market 1 Wang, W. and 2 F. Cheong School of Business Information Technology, Business Portfolio, RMIT University; Level 17, 239
More informationUSE OF THE EXPERT METHODS IN COMPUTER BASED MAINTENAN CE SUPPORT OF THE M- 28 AIRCRAFT
ZESZYTY NAUKOWE AKADEMII MARYNARKI WOJENNEJ SCIENTIFIC JOURNAL OF POLISH NAVAL ACADEMY 2015 (LVI) 2 (201) Piotr Golański 1, Przemysław Mądrzycki 1 DOI: 10.5604/0860889X.1172060 USE OF THE EXPERT METHODS
More informationSIMULATION SOFTWARE AND NUMERICAL ISSUES. Alexander L. Pugh Massachusetts Institute of Technology, Cambridge, USA
SIMULATION SOFTWARE AND NUMERICAL ISSUES Alexander L. Pugh Massachusetts Institute of Technology, Cambridge, USA Keywords: Adams integration method, adaptive integration methods, Euler integration method,
More informationA SYSTEM DYNAMICS MODEL OF FUTURES MARKET
A SYSTEM DYNAMICS MODEL OF FUTURES MARKET Jiong You Department of Management Science, School of Management Fudan University Shanghai, 200433, P.R.China Email: jiongy@online.sh.cn ABSTRACT Futures and options
More informationThe Basics of System Dynamics: Discrete vs. Continuous Modelling of Time 1
The Basics of System Dynamics: Discrete vs. Continuous Modelling of Time 1 Günther Ossimitz 2 Maximilian Mrotzek 3 University of Klagenfurt Department of Mathematics Universitätsstrasse 65 9020 Klagenfurt,
More informationUsing ORACLE tools to generate Multidimensional Model in Warehouse.
Sławomir WIAK, Paweł DRZYMAŁA, Henryk WELFLE Technical University of Lodz Using ORACLE tools to generate Multidimensional Model in Warehouse. Abstract. The paper presents modern techniques of data modelling
More informationFinancial Risk Identification based on the Balance Sheet Information
Financial Risk Identification based on the Balance Sheet Information Joanna Błach 1 Abstract The exposure to risk in modern economy is constantly growing. All enterprises have to take up different types
More informationAN ALGORITHM FOR GENERATING BINARY PSEUDO-RANDOM SEQUENCES
ZESZYTY NAUKOWE POLITECHNIKI BIAŁOSTOCKIEJ. INFORMATYKA AN ALGORITHM FOR GENERATING BINARY PSEUDO-RANDOM SEQUENCES Wiktor Dańko Faculty of Computer Science, Bialystok University of Technology, Białystok,
More informationEVALUATION OF EMPLOYEE CREATIVITY IN THE CONTEXT OF A PRODUCTION ACCOUNTING SYSTEM
KAMILA TOMCZAK-HORYŃ, RYSZARD KNOSALA * EVALUATION OF EMPLOYEE CREATIVITY IN THE CONTEXT OF A PRODUCTION ACCOUNTING SYSTEM OCENA KREATYWNOŚCI PRACOWNIKÓW PRODUKCYJNYCH W ASPEKCIE SYSTEMU ROZLICZANIA PRODUKCJI
More informationAn evolutionary model of a small start-up firm
An evolutionary model of a small start-up firm Prof. Dr. Dr. Rainer Schwarz Dr. Frank Schöneborn Dipl.-Betriebsw. (FH) Peter Maybaum Brandenburg University of Technology Cottbus rasz@tu-cottbus.de, frank.schoeneborn@t-online.de
More informationTQM TOOLS IN CRISIS MANAGEMENT
TQM TOOLS IN CRISIS MANAGEMENT Anna Starosta 1 Grzegorz Zieliński 2 Abstract The current article is concerned with basic aspects connected with improvement of crisis management activities employed by economic
More informationProject risk management selected aspects Zarz dzanie ryzykiem projektu wybrane aspekty
Zeszyty Naukowe UNIWERSYTETU PRZYRODNICZO-HUMANISTYCZNEGO w SIEDLCACH Nr 92 Seria: Administracja i Zarz dzanie 2012 dr Marek Szajczyk Uniwersytet Przyrodniczo-Humanistyczny w Siedlcach Project risk management
More informationHUMAN RESOURCE MODELLING USING SYSTEM DYNAMICS. Khalid Hafeez, Izidean Aburawi and Allan Norcliffe
HUMAN RESOURCE MODELLING USING SYSTEM DYNAMICS Khalid Hafeez, Izidean Aburawi and Allan Norcliffe School of Computing and Management Sciences, Sheffield Hallam University Howard Street Sheffield S1 1WB,
More informationZ-ZIP2-0543. Ekonometria i prognozowanie. Econometrics and Forecasting
MODULE DESCRIPTION Module code Z-ZIP2-0543 Module name Ekonometria i prognozowanie Module name in English Econometrics and Forecasting Valid from academic year 2016/2017 A. MODULE PLACEMENT IN THE SYLLABUS
More informationQuality estimation of process with usage control charts type X-R and quality capability of process C p,c pk
Quality estimation of process with usage control charts type X-R and quality capability of process C p,c pk M. Dudek-Burlikowska Division of Quality Management, Institute of Engineering Materials and Biomaterials,
More informationMANAGEMENT FOR SAFETY SYSTEMS DEVELOPMENT
PRACE NAUKOWE Akademii im. Jana Długosza w Czstochowie Technika, Informatyka, Inynieria Bezpieczestwa 2014, t. II, s. 399 403 http://dx.doi.org/10.16926/tiib.2014.02.35 Pavlo Teslenko 1, Oleksandr Voznyi
More informationRisk Analysis of Development Programs
P. P. PANDOLFINI A Risk Analysis of Development Programs Peter P. Pandolfini set-theory methodology for risk analysis was first proposed by Benjamin Blanchard. The methodology is explained here in terms
More informationDevelop reductive argumentation with the help of didactic games
Develop reductive argumentation with the help of didactic games Tadeusz Ratusiński Abstract Computer sometimes helps pupils with their homework. But usually at home is being used as game machine. Pupils
More informationAnalysis of Multilayer Neural Networks with Direct and Cross-Forward Connection
Analysis of Multilayer Neural Networks with Direct and Cross-Forward Connection Stanis law P laczek and Bijaya Adhikari Vistula University, Warsaw, Poland stanislaw.placzek@wp.pl,bijaya.adhikari1991@gmail.com
More informationManaging dynamics of human resource and knowledge management in organizations through system dynamics modelling
International Journal of Sciences and Techniques of Automatic control & computer engineering IJ-STA, Volume 3, N, December 009, pp. 0 5. Managing dynamics of human resource and knowledge management in
More informationA System Dynamics Approach to Reduce Total Inventory Cost in an Airline Fueling System
, June 30 - July 2, 2010, London, U.K. A System Dynamics Approach to Reduce Total Inventory Cost in an Airline Fueling System A. Al-Refaie, M. Al-Tahat, and I. Jalham Abstract An airline fueling system
More informationPROCEEDINGS OF THE INSTITUTE OF VEHICLES 5(91)/2012
PROCEEDINGS OF THE INSTITUTE OF VEHICLES 5(91)/2012 Konrad Okulicz 1, Jerzy Wróbel 2 COMPUTER TECHNOLOGIES IN THE SUPPORT OF TECHNICAL INNOVATION PROCESSES 1. Introduction In recent years computer technologies
More informationBest Practices in System Dynamics Modeling
Best Practices in System Dynamics Modeling Ignacio J. Martinez *a and George P. Richardson b Ignacio J Martinez is a doctoral student at the Rockefeller College at the University at Albany. His current
More informationMODELING THE FLEXIBILITY OF PNEUMATIC TIRED WHEELS MOVING ON THE SOIL SURFACE
Modeling the flexibility TECHNICAL of pneumatic tired SCIENCES wheels moving on the soil surface Abbrev.: Tech. Sc., Pap. And Rep., No 9, Y. 2006 111 MODELING THE FLEXIBILITY OF PNEUMATIC TIRED WHEELS
More informationOPTYMISATION OF THE DECISION-MAKING PROCESS RELEVANT TO THE CHOICE OF AGRICULTURAL MACHINES USING THE AHP METHOD
Karol DURCZAK Poznań University of Life Sciences, Institute of Agricultural Engineering ul. Wojska Polskiego 28, 60-637 Poznań (Poland) e-mail: kdurczak@up.poznan.pl OPTYMISATION OF THE DECISION-MAKING
More informationKnowledge as a determinant in developing a quality management system
Scientific Journals Maritime University of Szczecin Zeszyty Naukowe Akademia Morska w Szczecinie 2014, 39(111) pp. 116 121 2014, 39(111) s. 116 121 ISSN 1733-8670 Knowledge as a determinant in developing
More informationOPTIMAL DESIGN OF A MULTITIER REWARD SCHEME. Amir Gandomi *, Saeed Zolfaghari **
OPTIMAL DESIGN OF A MULTITIER REWARD SCHEME Amir Gandomi *, Saeed Zolfaghari ** Department of Mechanical and Industrial Engineering, Ryerson University, Toronto, Ontario * Tel.: + 46 979 5000x7702, Email:
More informationSURVIVABILITY OF COMPLEX SYSTEM SUPPORT VECTOR MACHINE BASED APPROACH
1 SURVIVABILITY OF COMPLEX SYSTEM SUPPORT VECTOR MACHINE BASED APPROACH Y, HONG, N. GAUTAM, S. R. T. KUMARA, A. SURANA, H. GUPTA, S. LEE, V. NARAYANAN, H. THADAKAMALLA The Dept. of Industrial Engineering,
More informationWYBRANE PROBLEMY OPTYMALIZACJI WODY POD STĘPKĄ W TRANSPORCIE TOWARÓW DROGĄ MORSKĄ
ZESZYTY NAUKOWE POLITECHNIKI ŚLĄSKIEJ 2013 Seria: TRANSPORT z. 80 Nr kol. 1895 Waldemar UCHACZ 1, Wiesław GALOR 2 WYBRANE PROBLEMY OPTYMALIZACJI WODY POD STĘPKĄ W TRANSPORCIE TOWARÓW DROGĄ MORSKĄ Streszczenie.
More informationCOMPETENCY MODELS AND THE GENERATIONAL DIVERSITY OF A COMPANY WORKFORCE
Małgorzata Baran, Monika Kłos 209 Małgorzata Baran, Monika Kłos, Competency Models and the Generational Diversity of a Company Workforce,, pp. 209-217. DOI: 10.14254/2071-789X.2014/7-2/17 Małgorzata Baran
More informationA Review of the Impact of Requirements on Software Project Development Using a Control Theoretic Model
J. Software Engineering & Applications, 2010, 3, 852-857 doi:10.4236/jsea.2010.39099 Published Online September 2010 (http://www.scirp.org/journal/jsea) A Review of the Impact of Requirements on Software
More informationA SYSTEMS MODEL OF PROJECT MANAGEMENT
A SYSTEMS MODEL OF PROJECT MANAGEMENT Richard Brian Barber Research Student School of Civil Engineering Australian Defence Force Academy Canberra ACT Australia 2600 barberrb@bigpond.net.au INTRODUCTION
More informationQUALITY OF THE LOGISTIC CUSTOMER SERVICE IN SERVICE AREA
TOTAL LOGISTIC MANAGEMENT No. 1 2008 PP. 145 151 Grażyna RADZIEJOWSKA QUALITY OF THE LOGISTIC CUSTOMER SERVICE IN SERVICE AREA Abstract: The paper presents the issue of customer logistics. Particular attention
More informationOriginal research papers
Pol. J. Sport Tourism, 9, 8-7 DOI:.78/v97---z 8 Original research papers THE IMPACT OF ANKLE JOINT STIFFENING BY SKI EQUIPMENT ON MAINTENANCE OF BODY BALANCE The impact of ski equipment on body balance
More informationDIFFERENTIATION AND INTEGRATION BY USING MATRIX INVERSION
Journal of Applied Mathematics and Computational Mechanics 2014, 13(2), 63-71 DIFFERENTIATION AND INTEGRATION BY USING MATRIX INVERSION Dagmara Matlak, Jarosław Matlak, Damian Słota, Roman Wituła Institute
More informationTECHNOLOGICAL PROBLEMS IN MACHINING OF RESILIENT WHEELSETS ON WHEEL-TURNING LATHES WITH FRICTION DRIVE
ADVANCES IN MANUFACTURING SCIENCE AND TECHNOLOGY Vol. 36, No. 1, 2012 TECHNOLOGICAL PROBLEMS IN MACHINING OF RESILIENT WHEELSETS ON WHEEL-TURNING LATHES WITH FRICTION DRIVE Krzysztof Filipowicz, Witold
More informationMRN 29,8. The current issue and full text archive of this journal is available at www.emeraldinsight.com/0140-9174.htm
The current issue and full text archive of this journal is available at www.emeraldinsight.com/0140-9174.htm MRN 29,8 512 System dynamics approach for change management in new product development Lewlyn
More informationComparative analysis of risk assessment methods in project IT
Jacek Winiarski * Comparative analysis of risk assessment methods in project IT Introduction IT projects implementation as described in software development methodologies is usually distributed into several
More informationSystem-Dynamics modelling to improve complex inventory management in a batch-wise plant
European Symposium on Computer Arded Aided Process Engineering 15 L. Puigjaner and A. Espuña (Editors) 2005 Elsevier Science B.V. All rights reserved. System-Dynamics modelling to improve complex inventory
More informationSELECTED ASPECTS OF TRANSPORTATION SYSTEM MODELLING
TOTAL LOGISTIC MANAGEMENT No. 1 2008 PP. 15 24 Tomasz AMBROZIAK, Dariusz PYZA SELECTED ASPECTS OF TRANSPORTATION SYSTEM MODELLING Abstract: The paper presents selected aspects of the transport services
More informationMatlab Based Interactive Simulation Program for 2D Multisegment Mechanical Systems
Matlab Based Interactive Simulation Program for D Multisegment Mechanical Systems Henryk Josiński,, Adam Świtoński,, Karol Jędrasiak, Andrzej Polański,, and Konrad Wojciechowski, Polish-Japanese Institute
More informationEffect of Lead Time on Anchor-and-Adjust Ordering Policy in Continuous Time Stock Control Systems 1
Effect of Lead Time on Anchor-and-Adjust Ordering Policy in Continuous Time Stock Control Systems 1 Ahmet Mutallip and Hakan Yasarcan Industrial Engineering Department Bogazici University Bebek Istanbul
More informationValue based management in insurance companies
Value based management in insurance companies Magdalena Chmielowiec Lewczuk Value based management in insurance companies The implementation of value based management involves the change of the traditional
More informationNew forms of organizations in the knowledge economy. The concept of a flexi organization.
dr inŝ. Małgorzata Zięba Zakład Zarządzania Wiedzą i Informacją Naukowo-Techniczną Politechnika Gdańska e-mail: mz@zie.pg.gda.pl New forms of organizations in the knowledge economy. The concept of a flexi
More informationImprovement of Process Productivity through Just-in-Time
Abstract Research Journal of Management Sciences ISSN 2319 1171 Vol. 2(12), 1-6, December (213) Improvement of Process Productivity through Just-in-Time Rajesh R. Pai 1, Sunith Hebbar 2, Vasanth Kamath
More informationA System Dynamics Approach to Study the Sales Forecasting of Perishable Products in a Retail Supply Chain
A System Dynamics Approach to Study the Sales Forecasting of Perishable Products in a Retail Supply Chain Lewlyn L.R. Rodrigues 1, Tanuj Gupta 2, Zameel Akhtar K. 3, Sunith Hebbar 4 1,4 Department of Humanities
More informationTHEORY OF INVENTORY MANAGEMENT BASED ON DEMAND FORECASTING
THEORY OF INVENTORY MANAGEMENT BASED ON DEMAND FORECASTING Kot S., Grondys K., Szopa R. Abstract: Efficient management of supply chains consists in particular in ensuring possibly highest quality of customer
More informationThe Probit Link Function in Generalized Linear Models for Data Mining Applications
Journal of Modern Applied Statistical Methods Copyright 2013 JMASM, Inc. May 2013, Vol. 12, No. 1, 164-169 1538 9472/13/$95.00 The Probit Link Function in Generalized Linear Models for Data Mining Applications
More informationAdvances in Science and Technology Research Journal Volume 7, No. 17, March 2013, pp. 14 22 DOI: 10.5604/20804075.1036992.
Advances in Science and Technology Research Journal Volume 7, No. 17, March 2013, pp. 14 22 DOI: 10.5604/20804075.1036992 Research Article Modeling of high storage sheet depot with Plant Simulation Andrzej
More informationTechnical Writing. Lesson #.# Lesson Name. Project Lead The Way, Inc. Copyright 2010 1. Technical Writing. Elements and Standards
Technical Writing Technical Writing Elements and Standards The Importance of Writing Technical Writing Technical Reports Layout and Format Technical Report Layout Tips for Writing The Importance of Writing
More informationThe Use of Matrix Algebra in the Simplification of Accounting Transactions Based on the Principle of Double Entry
Abstract The Use of Matrix Algebra in the Simplification of Accounting Transactions Based on the Principle of Double Entry Ajogbeje, Oke James Department of Mathematics, College of Education, Ikere Ekiti,
More informationHow human behaviour amplifies the bullwhip effect a study based on the beer distribution game online
How human behaviour amplifies the bullwhip effect a study based on the beer distribution game online Joerg Nienhaus *, Arne Ziegenbein *, Christoph Duijts + * Centre for Enterprise Sciences (BWI), Swiss
More informationService quality: beyond cognitive assessment Bo Edvardsson Service Research Center, Karlstad University, Karlstad, Sweden
The Emerald Research Register for this journal is available at wwwemeraldinsightcom/researchregister The current issue and full text archive of this journal is available at wwwemeraldinsightcom/0960-4529htm
More informationEnhancing Student Engagement A CDIO Approach in an Engineering Physics Master Program
Enhancing Student Engagement A CDIO Approach in an Engineering Physics Master Program Joakim Wren and Johan Renner Department of Management and Engineering, Linkoping University, 581 83 Linkoping, Sweden
More informationWorld Class Manufacturing characteristcs and implementation in an automotive enteprise
Scientific Journals Maritime University of Szczecin Zeszyty Naukowe Akademia Morska w Szczecinie 2012, 32(104) z. 1 pp. 42 47 2012, 32(104) z. 1 s. 42 47 World Class Manufacturing characteristcs and implementation
More informationMODELING THE ACCOUNTING SYSTEM IN ERP SOFTWARE
MODELING THE ACCOUNTING SYSTEM IN ERP SOFTWARE Paweł Kużdowicz 1, Dorota Kużdowicz 2, Anna Saniuk 3 1 University of Zielona Góra, Faculty of Economy and Management, Zielona Góra, Poland, EU 2 University
More informationQUALITY MANAGEMENT SYSTEM MODELLING OF VEHICLE INSPECTION STATIONS
TRANSPORT PROBLEMS 2009 PROBLEMY TRANSPORTU Volume 4 Issue 4 Andrzej ŚWIDERSKI* Department of Quality and Management Systems str. Nowowiejska 26, 02-010 Warsaw Andrzej WOJCIECHOWSKI, Ewa DĘBICKA Motor
More informationExecutive Education. MIT Sloan. Business Dynamics. MIT s Approach to Diagnosing and Solving Complex Business Problems. innovation@workn nn
MIT Sloan Executive Education Business Dynamics MIT s Approach to Diagnosing and Solving Complex innovation@workn nn June 8 12, 2009 Business Dynamics MIT s Approach to Diagnosing and Solving Complex An
More informationDYNAMIC ANALYSIS OF THICK PLATES SUBJECTED TO EARTQUAKE
DYNAMIC ANALYSIS OF THICK PLATES SUBJECTED TO EARTQUAKE ÖZDEMİR Y. I, AYVAZ Y. Posta Adresi: Department of Civil Engineering, Karadeniz Technical University, 68 Trabzon, TURKEY E-posta: yaprakozdemir@hotmail.com
More informationAUTOMATED GENERATION OF 3D MODELS OF HYDRAULIC COMPONENTS ZAUTOMATYZOWANE GENEROWANIE MODELI 3D ELEMENTÓW HYDRAULICZNYCH
PAWEŁ LEMPA, EDWARD LISOWSKI * AUTOMATED GENERATION OF 3D MODELS OF HYDRAULIC COMPONENTS ZAUTOMATYZOWANE GENEROWANIE MODELI 3D ELEMENTÓW HYDRAULICZNYCH Abstract This paper presents methods for automatic
More informationRATIONALIZATION OF VERTICAL MILLING CENTRE FINAL ASSEMBLY PROCESS
KOMISJA BUDOWY MASZYN PAN ODDZIAŁ W POZNANIU Vol. 27 nr 2 Archiwum Technologii Maszyn i Automatyzacji 2007 OLAF CISZAK*, JAN ŻUREK** RATIONALIZATION OF VERTICAL MILLING CENTRE FINAL ASSEMBLY PROCESS This
More informationA Study on Quantitative Analysis for New Product Development Strategy
A Study on Quantitative Analysis for New Product Development Strategy Junseok Lee 1, Hyun woo Kim 1, Jongchan Kim 1, Joonhyuck Lee 1, Sangsung Park 2, Dongsik Jang 1 1 Department of Industrial Management
More informationVectors and Tensors in Engineering Physics
Module Description Vectors and Tensors in Engineering Physics General Information Number of ECTS Credits 3 Abbreviation FTP_Tensors Version 19.02.2015 Responsible of module Christoph Meier, BFH Language
More informationBy choosing to view this document, you agree to all provisions of the copyright laws protecting it.
This material is posted here with permission of the IEEE Such permission of the IEEE does not in any way imply IEEE endorsement of any of Helsinki University of Technology's products or services Internal
More informationIntegration model of development of the European management consulting market
306 NATALIA VERGUNENKO Nierówności Społeczne a Wzrost Gospodarczy, nr 39 (3/2014) ISSN 1898-5084 PhD-student Natalia Vergunenko 1 International Economics Institute Kyiv National Economic University named
More information:6320$*$1,( '(&<=-,.21680(1&.,&+ = :<.25=<67$1,(0 :,(/2.5<7(5,$/1(- 0(72'< 390 KESRA NERMEND
KESRA NERMEND W artykule przedstawiono przykady wspomagania decyzji konsumenckich z wykorzystaniem metody PVM. Skupiono si na produktach codziennego uytku, których niskie ceny powoduj, e konsumenci nie
More informationA Markovian Model for Investment Analysis in Advertising
Proceedings of the Seventh Young Statisticians Meeting Andrej Mrvar (Editor) Metodološki zvezki, 21, Ljubljana: FDV, 2003 A Markovian Model for Investment Analysis in Advertising Eugenio Novelli 1 Abstract
More informationNEW APPROACH TO INTEGRATED DATA MANAGEMENT IN SPECIAL MATERIALS PROCESSING
ADVANCES IN MANUFACTURING SCIENCE AND TECHNOLOGY Vol. 38, No. 1, 2014 DOI: 10.2478/amst-2014-0002 NEW APPROACH TO INTEGRATED DATA MANAGEMENT IN SPECIAL MATERIALS PROCESSING Józef Gawlik, Anna Kiełbus,
More informationArticle from: ARCH 2014.1 Proceedings
Article from: ARCH 20141 Proceedings July 31-August 3, 2013 1 Comparison of the Standard Rating Methods and the New General Rating Formula Muhamed Borogovac Boston Mutual Life Insurance Company*; muhamed_borogovac@bostonmutualcom
More informationPlanning And Scheduling Maintenance Resources In A Complex System
Planning And Scheduling Maintenance Resources In A Complex System Martin Newby School of Engineering and Mathematical Sciences City University of London London m.j.newbycity.ac.uk Colin Barker QuaRCQ Group
More informationWelcome to Math 19500 Video Lessons. Stanley Ocken. Department of Mathematics The City College of New York Fall 2013
Welcome to Math 19500 Video Lessons Prof. Department of Mathematics The City College of New York Fall 2013 An important feature of the following Beamer slide presentations is that you, the reader, move
More informationA Bachelor of Science Degree Program in System Dynamics at WPI
A Bachelor of Science Degree Program in System Dynamics at WPI James K. Doyle, Matthew W. Grabowski, Amy H. Kao, Michael J. Radzicki, Kent J. Rissmiller, and Khalid Saeed Department of Social Science and
More informationGenetic Algorithms for Multi-Objective Optimization in Dynamic Systems
Genetic Algorithms for Multi-Objective Optimization in Dynamic Systems Ceyhun Eksin Boaziçi University Department of Industrial Engineering Boaziçi University, Bebek 34342, stanbul, Turkey ceyhun.eksin@boun.edu.tr
More informationSoftware Development in the Fields of Embedded Systems, Safety, and Security
Software in the Fields of Embedded Systems, Safety, and Security, Erlangen, May 2007 Maritta Heisel Joint work with Denis Hatebur and Holger Schmidt University Duisburg-Essen, Faculty of Engineering, Department
More informationDealing with Missing Data
Res. Lett. Inf. Math. Sci. (2002) 3, 153-160 Available online at http://www.massey.ac.nz/~wwiims/research/letters/ Dealing with Missing Data Judi Scheffer I.I.M.S. Quad A, Massey University, P.O. Box 102904
More informationat which branching takes place, a "middleman," if you will. See the transship model panel. ABSTRACT
Optimal Solution of Discrete Resource Allocation Problems with SAS/OR Software by LTC Doug McAllaster, US Army Logistics Management College, Fort Lee, VA ABSTRACT This paper is a tutorial on how to use
More informationEFFICIENT METHOD FOR STORAGE OF LONG CONVEYOR BELTS PASSAGES INSIDE THE BULK CONTAINERS
TRANSPORT PROBLEMS 2011 PROBLEMY TRANSPORTU Volume 6 Issue 3 Maria ŁUSZCZKIEWICZ-PIĄTEK University of Łódź, Faculty of Mathematics and Computer Science Department of Applied Computer Science Banacha St.
More informationStress and deformation of offshore piles under structural and wave loading
Stress and deformation of offshore piles under structural and wave loading J. A. Eicher, H. Guan, and D. S. Jeng # School of Engineering, Griffith University, Gold Coast Campus, PMB 50 Gold Coast Mail
More informationA Novel Binary Particle Swarm Optimization
Proceedings of the 5th Mediterranean Conference on T33- A Novel Binary Particle Swarm Optimization Motaba Ahmadieh Khanesar, Member, IEEE, Mohammad Teshnehlab and Mahdi Aliyari Shoorehdeli K. N. Toosi
More informationCOURSE DESCRIPTOR Signal Processing II Signalbehandling II 7.5 ECTS credit points (7,5 högskolepoäng)
Blekinge Institute of Technology School of Engineering, ASB Andhra University College of Engineering (A) TWO YEAR DOUBLE DEGREE MASTERS PROGRAM MS (SIGNAL PROCESSING) FIRST YEAR I SEMESTER CODE Name of
More informationInventory Control in Closed Loop Supply Chain using System Dynamics
Inventory Control in Closed Loop Supply Chain using System Dynamics Roberto Poles RMIT University, School of Business Information Technology 239 Bourke Street, Melbourne Vic 3000, Australia Tel. 61399255597
More informationAgricultural Engineering 2014:1(149):65-72 H o m e p age: http://ir.ptir.org
Scientific quarterly journal ISNN 1429 7264 Agricultural Engineering 2014:1(149):65-72 H o m e p age: http://ir.ptir.org DOI: http://dx.medra.org/10.14654/ir.2014.149.007 OPTIMIZATION OF THE MILKING MACHINE
More informationTHE INSTITUTE OF BANKERS IN MALAWI
THE INSTITUTE OF BANKERS IN MALAWI CERTIFICATE IN BANKING SYLLABUS COURSES 1. Business Accounting 2. Customer service 3. Fundamentals of Business Statistics 4. Introduction to Banking 5. Introduction to
More informationParallel Computing of Kernel Density Estimates with MPI
Parallel Computing of Kernel Density Estimates with MPI Szymon Lukasik Department of Automatic Control, Cracow University of Technology, ul. Warszawska 24, 31-155 Cracow, Poland Szymon.Lukasik@pk.edu.pl
More informationTRACKING ERRORS DECREASING IN CNC SYSTEM OF MACHINE TOOLS
Andrzej WAWRZAK Kazimierz KARWOWSKI Krzysztof KARWOWSKI Sławomir MANDRA Mirosław MIZAN TRACKING ERRORS DECREASING IN CNC SYSTEM OF MACHINE TOOLS ABSTRACT In the paper the procedures and practical methods
More informationMakerere University. Faculty of Computing and Information Technology. Department of Information Systems
Makerere University Faculty of Computing and Information Technology Department of Information Systems Master of Science in Information Systems (M.Sc. IS) Degree Programme Day / Evening Programme August
More informationRisk Management for IT Security: When Theory Meets Practice
Risk Management for IT Security: When Theory Meets Practice Anil Kumar Chorppath Technical University of Munich Munich, Germany Email: anil.chorppath@tum.de Tansu Alpcan The University of Melbourne Melbourne,
More informationMARKETING LOGISTICS. Bielsko- Biała, Poland Email:rbarcik@ath.bielsko.pl. Bielsko- Biała, Poland Email:m.jakubiec@ath.bielsko.pl
MARKETING LOGISTICS Ryszard Barcik 1, Marcin Jakubiec 2 1 University of Bielsko-Biała, Faculty of Management and Computer Sciences,Ul. Willowa 2, 43-309 Bielsko- Biała, Poland Email:rbarcik@ath.bielsko.pl
More informationThe Diffusion of E-Learning Innovations in an Australian Secondary College: Strategies and Tactics for Educational Leaders
The Diffusion of E-Learning Innovations in an Australian Secondary College: Strategies and Tactics for Educational Leaders Sam Jebeile Division of Economic and Financial Studies Macquarie University Australia
More informationAn Analysis on Behaviors of Real Estate Developers and Government in Sustainable Building Decision Making
Journal of Industrial Engineering and Management JIEM, 2014 7(2): 491-505 Online ISSN: 2013-0953 Print ISSN: 2013-8423 http://dx.doi.org/10.3926/jiem.1042 An Analysis on Behaviors of Real Estate Developers
More informationThe Basics of FEA Procedure
CHAPTER 2 The Basics of FEA Procedure 2.1 Introduction This chapter discusses the spring element, especially for the purpose of introducing various concepts involved in use of the FEA technique. A spring
More informationTime series analysis as a framework for the characterization of waterborne disease outbreaks
Interdisciplinary Perspectives on Drinking Water Risk Assessment and Management (Proceedings of the Santiago (Chile) Symposium, September 1998). IAHS Publ. no. 260, 2000. 127 Time series analysis as a
More informationCreation of Innovation by Knowledge Management A case study of a learning software organisation
Creation of Innovation by Knowledge Management A case study of a learning software organisation Karin Auernhammer Mark Neumann Annette Leslie Fiona Lettice Fraunhofer IAO Cranfield University Nobelstr.
More informationFormat of Presentations: POSTER SESSION
WEB (TECHNOLOGIES AND TOOLS) FOR ARCHITECTURAL THINKING SKILLS OF ARCHITECTURE STUDENTS Topic area of the submission: VEWAeL: Virtual Environments and Web Applications for elearning Keywords: Architectural
More informationRESEARCH PAPERS FACULTY OF MATERIALS SCIENCE AND TECHNOLOGY IN TRNAVA SLOVAK UNIVERSITY OF TECHNOLOGY IN BRATISLAVA
RESEARCH PAPERS FACULTY OF MATERIALS SCIENCE AND TECHNOLOGY IN TRNAVA SLOVAK UNIVERSITY OF TECHNOLOGY IN BRATISLAVA 2012 Special Number KEY PERFORMANCE INDICATORS FOR SUPPORTING DECISION- MAKING PROCESS
More informationUnit 7 Stoichiometry. Chapter 12
Unit 7 Stoichiometry Chapter 12 Objectives 7.1 use stoichiometry to determine the amount of substance in a reaction 7.2 determine the limiting reactant of a reaction 7.3 determine the percent yield of
More informationBusiness Process- and Graph Grammar-Based Approach to ERP System Modelling
JOURNAL OF APPLIED COMPUTER SCIENCE Vol. 20 No. 1 (2012), pp. 7-21 Business Process- and Graph Grammar-Based Approach to ERP System Modelling Mariusz Flasiński, Janusz Jurek Jagiellonian University IT
More informationTHE EFFECTIVENESS OF ONLINE ADVERTISING OF COMPANIES IN POLAND
THE EFFECTIVENESS OF ONLINE ADVERTISING OF COMPANIES IN POLAND * Abstract: Over a span of the recent years the internet has become one of the main channels of marketing communication. Online advertising
More informationSLOT FRINGING EFFECT ON THE MAGNETIC CHARACTERISTICS OF ELECTRICAL MACHINES
Journal of ELECTRICAL ENGINEERING, VOL. 60, NO. 1, 2009, 18 23 SLOT FRINGING EFFECT ON THE MAGNETIC CHARACTERISTICS OF ELECTRICAL MACHINES Mohammad B. B. Sharifian Mohammad R. Feyzi Meysam Farrokhifar
More information