Validation Probabiliste Par Simulation Guidee A Evenements Rares Des Reseaux De Petri Stochastiques

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VALIDATION PROBABILISTE PAR SIMULATION GUIDEE A EVENEMENTS RARES DES RESEAUX DE PETRI STOCHASTIQUES

Author : NACERA.. BENNACER SEGHOUANI
Publisher :
ISBN 13 :
Total Pages : 150 pages
Book Rating : 4.:/5 (49 download)

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Book Synopsis VALIDATION PROBABILISTE PAR SIMULATION GUIDEE A EVENEMENTS RARES DES RESEAUX DE PETRI STOCHASTIQUES by : NACERA.. BENNACER SEGHOUANI

Download or read book VALIDATION PROBABILISTE PAR SIMULATION GUIDEE A EVENEMENTS RARES DES RESEAUX DE PETRI STOCHASTIQUES written by NACERA.. BENNACER SEGHOUANI and published by . This book was released on 1994 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: LA VALIDATION PROBABILISTE PAR SIMULATION GUIDEE A EVENEMENTS RARES EST UNE NOUVELLE APPROCHE DE VALIDATION DE SYSTEMES COMPLEXES, SURS DE FONCTIONNEMENT, SECURITAIRES ET DISTRIBUES. ELLE REPOSE SUR UNE ANALYSE PARTIELLE D'UN MODELE DU SYSTEME ET TENTE DE PROUVER QUE LA NON VERIFICATION DE PROPRIETES DE BON FONCTIONNEMENT, SUR UNE DUREE D'UTILISATION DONNEE, A UNE PROBABILITE SUFFISAMMENT FAIBLE. UN COMPORTEMENT INCORRECT (DU POINT DE VUE DES PROPRIETES REQUISES) EST UN EVENEMENT RARE DANS LA VIE DE CES SYSTEMES. LORSQU'IL SE PRODUIT IL EST LA CONSEQUENCE D'UN ENCHAINEMENT D'EVENEMENTS COMPLEXES, INCONNUS ET PAR CONSEQUENT DIFFICILES A APPREHENDER. LE SYSTEME A VALIDER EST MODELISE PAR UN RESEAU DE PETRI STOCHASTIQUE. UNE SIMULATION EFFICACE DU RESEAU DE PETRI DOIT ETRE CAPABLE D'ECHANTILLONNER DES TRAJECTOIRES (SEQUENCES DE FRANCHISSEMENT) COMPLEXES ET IMPROBABLES MENANT AUX MARQUAGES D'ECHEC (POUR LESQUELS LA PROPRIETE A VALIDER N'EST PAS VERIFIEE). PAR CONSEQUENT DEUX PROBLEMES SE POSENT: DANS LE PREMIER PROBLEME LES SEQUENCES DE TIR DES TRANSITIONS SUSCEPTIBLES DE CONDUIRE A L'ECHEC (SEQUENCES CRITIQUES) DOIVENT ETRE CARACTERISEES A PARTIR D'UNE ANALYSE STRUCTURELLE ET QUALITATIVE DU RESEAU DE PETRI. DE LA MATRICE D'INCIDENCE DU RESEAU ET DES SPECIFICATIONS DES PROPRIETES A VERIFIER, ON ETABLIT UN SYSTEME D'EQUATIONS LINEAIRES APPELE SYSTEME DE DECISION. L'ENSEMBLE DES SOLUTIONS DE CE SYSTEME COMPREND TOUS LES VECTEURS CARACTERISTIQUES DES SEQUENCES CRITIQUES. LE SECOND PROBLEME EST D'AUGMENTER LA PROBABILITE DE CES SEQUENCES DE FACON A LES PARCOURIR AVEC UNE FREQUENCE SUFFISANTE AU COURS DE L'ECHANTILLONNAGE PAR SIMULATION. UNE METHODE D'ECHANTILLONNAGE PREFERENTIEL EST UTILISEE POUR ACCROITRE CETTE PROBABILITE ET POUR CONSTRUIRE UN ESTIMATEUR CORRECT DU NIVEAU DE LA VALIDATION REALISEE. UN ALGORITHME DE SIMULATION EST DEVELOPPE ET IMPLEMENTE. IL UTILISE DES PROCEDURES QUALITATIVES BASEES SUR DIFFERENTES STRATEGIES DE GUIDAGE ET DES PROCEDURES QUANTITATIVES D'ECHANTILLONNAGE SELON DIFFERENTES APPROCHES. NOUS MONTRONS L'EFFICACITE DE LA VALIDATION PROBABILISTE PAR LES TECHNIQUES DEVELOPPEES SUR DEUX APPLICATIONS INDUSTRIELLES

Validation probabiliste par simulation guidee a evenements rares des reseaux de Petri stochastiques : application aux systemes informatiques

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Author : Nacera Seghouani-Bennacer
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (494 download)

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Book Synopsis Validation probabiliste par simulation guidee a evenements rares des reseaux de Petri stochastiques : application aux systemes informatiques by : Nacera Seghouani-Bennacer

Download or read book Validation probabiliste par simulation guidee a evenements rares des reseaux de Petri stochastiques : application aux systemes informatiques written by Nacera Seghouani-Bennacer and published by . This book was released on 1994 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Une méthode efficace d'accélération de la simulation des réseaux de Petri stochastiques

Author : Robert Garnier (toxicologue).)
Publisher :
ISBN 13 :
Total Pages : 155 pages
Book Rating : 4.:/5 (489 download)

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Book Synopsis Une méthode efficace d'accélération de la simulation des réseaux de Petri stochastiques by : Robert Garnier (toxicologue).)

Download or read book Une méthode efficace d'accélération de la simulation des réseaux de Petri stochastiques written by Robert Garnier (toxicologue).) and published by . This book was released on 1998 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt: L'ANALYSE DES PERFORMANCES DES SYSTEMES A HAUT NIVEAU DE SURETE REQUIERT SOUVENT L'USAGE DE METHODES DE SIMULATION, QUI SONT ALORS CONFRONTEES AU PROBLEME POSE PAR LES EVENEMENTS RARES. POUR CONTOURNER CE PROBLEME, UNE METHODE D'ACCELERATION DE LA SIMULATION, DENOMMEE METHODE DU CONDITIONNEMENT TEMPOREL, EST PROPOSEE. APPLIQUEE AUX RESEAUX DE PETRI STOCHASTIQUES, ELLE PERMET, EN FORCANT L'OCCURRENCE DE CERTAINS EVENEMENTS, D'AUGMENTER LA PROBABILITE D'OCCURRENCE DES EVENEMENTS RARES, SANS INDUIRE DE BIAIS. SON EFFICACITE EST DEMONTREE SUR DES CAS D'APPLICATION ISSUS D'ETUDES INDUSTRIELLES REELLES.

Multistage Stochastic Optimization

Author : Georg Ch. Pflug
Publisher : Springer
ISBN 13 : 3319088432
Total Pages : 309 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Multistage Stochastic Optimization by : Georg Ch. Pflug

Download or read book Multistage Stochastic Optimization written by Georg Ch. Pflug and published by Springer. This book was released on 2014-11-12 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multistage stochastic optimization problems appear in many ways in finance, insurance, energy production and trading, logistics and transportation, among other areas. They describe decision situations under uncertainty and with a longer planning horizon. This book contains a comprehensive treatment of today’s state of the art in multistage stochastic optimization. It covers the mathematical backgrounds of approximation theory as well as numerous practical algorithms and examples for the generation and handling of scenario trees. A special emphasis is put on estimation and bounding of the modeling error using novel distance concepts, on time consistency and the role of model ambiguity in the decision process. An extensive treatment of examples from electricity production, asset liability management and inventory control concludes the book.

Livestock Policy Analysis

Author : International Livestock Research Institute
Publisher : ILRI (aka ILCA and ILRAD)
ISBN 13 : 9789291460038
Total Pages : 268 pages
Book Rating : 4.4/5 (6 download)

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Book Synopsis Livestock Policy Analysis by : International Livestock Research Institute

Download or read book Livestock Policy Analysis written by International Livestock Research Institute and published by ILRI (aka ILCA and ILRAD). This book was released on 1995-01-01 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: Policy concepts; Identification of policy issues; Production systems, supply and demand; Market, price and trade policies; Marketing and distribution systems; Budget and manpower planning; Land tenure police for the livestock sector; Policy analysis report writing and communication; Livestock production and marketing in alphabeta - a case study.

Risk and Reliability in Geotechnical Engineering

Author : Kok-Kwang Phoon
Publisher : CRC Press
ISBN 13 : 1482227223
Total Pages : 624 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Risk and Reliability in Geotechnical Engineering by : Kok-Kwang Phoon

Download or read book Risk and Reliability in Geotechnical Engineering written by Kok-Kwang Phoon and published by CRC Press. This book was released on 2018-10-09 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: Establishes Geotechnical Reliability as Fundamentally Distinct from Structural Reliability Reliability-based design is relatively well established in structural design. Its use is less mature in geotechnical design, but there is a steady progression towards reliability-based design as seen in the inclusion of a new Annex D on "Reliability of Geotechnical Structures" in the third edition of ISO 2394. Reliability-based design can be viewed as a simplified form of risk-based design where different consequences of failure are implicitly covered by the adoption of different target reliability indices. Explicit risk management methodologies are required for large geotechnical systems where soil and loading conditions are too varied to be conveniently slotted into a few reliability classes (typically three) and an associated simple discrete tier of target reliability indices. Provides Realistic Practical Guidance Risk and Reliability in Geotechnical Engineering makes these reliability and risk methodologies more accessible to practitioners and researchers by presenting soil statistics which are necessary inputs, by explaining how calculations can be carried out using simple tools, and by presenting illustrative or actual examples showcasing the benefits and limitations of these methodologies. With contributions from a broad international group of authors, this text: Presents probabilistic models suited for soil parameters Provides easy-to-use Excel-based methods for reliability analysis Connects reliability analysis to design codes (including LRFD and Eurocode 7) Maximizes value of information using Bayesian updating Contains efficient reliability analysis methods Accessible To a Wide Audience Risk and Reliability in Geotechnical Engineering presents all the "need-to-know" information for a non-specialist to calculate and interpret the reliability index and risk of geotechnical structures in a realistic and robust way. It suits engineers, researchers, and students who are interested in the practical outcomes of reliability and risk analyses without going into the intricacies of the underlying mathematical theories.

Basics and Trends in Sensitivity Analysis: Theory and Practice in R

Author : Sébastien Da Veiga
Publisher : SIAM
ISBN 13 : 1611976693
Total Pages : 307 pages
Book Rating : 4.6/5 (119 download)

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Book Synopsis Basics and Trends in Sensitivity Analysis: Theory and Practice in R by : Sébastien Da Veiga

Download or read book Basics and Trends in Sensitivity Analysis: Theory and Practice in R written by Sébastien Da Veiga and published by SIAM. This book was released on 2021-10-14 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of global sensitivity analysis methods and algorithms, including their theoretical basis and mathematical properties. The authors use a practical point of view and real case studies as well as numerous examples, and applications of the different approaches are illustrated throughout using R code to explain their usage and usefulness in practice. Basics and Trends in Sensitivity Analysis: Theory and Practice in R covers a lot of material, including theoretical aspects of Sobol’ indices as well as sampling-based formulas, spectral methods, and metamodel-based approaches for estimation purposes; screening techniques devoted to identifying influential and noninfluential inputs; variance-based measures when model inputs are statistically dependent (and several other approaches that go beyond variance-based sensitivity measures); and a case study in R related to a COVID-19 epidemic model where the full workflow of sensitivity analysis combining several techniques is presented. This book is intended for engineers, researchers, and undergraduate students who use complex numerical models and have an interest in sensitivity analysis techniques and is appropriate for anyone with a solid mathematical background in basic statistical and probability theories who develops and uses numerical models in all scientific and engineering domains.

Monte Carlo and Quasi-Monte Carlo Methods

Author : Ronald Cools
Publisher : Springer
ISBN 13 : 3319335073
Total Pages : 624 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Monte Carlo and Quasi-Monte Carlo Methods by : Ronald Cools

Download or read book Monte Carlo and Quasi-Monte Carlo Methods written by Ronald Cools and published by Springer. This book was released on 2016-06-13 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the refereed proceedings of the Eleventh International Conference on Monte Carlo and Quasi-Monte Carlo Methods in Scientific Computing that was held at the University of Leuven (Belgium) in April 2014. These biennial conferences are major events for Monte Carlo and quasi-Monte Carlo researchers. The proceedings include articles based on invited lectures as well as carefully selected contributed papers on all theoretical aspects and applications of Monte Carlo and quasi-Monte Carlo methods. Offering information on the latest developments in these very active areas, this book is an excellent reference resource for theoreticians and practitioners interested in solving high-dimensional computational problems, arising, in particular, in finance, statistics and computer graphics.

Model Reduction and Approximation

Author : Peter Benner
Publisher : SIAM
ISBN 13 : 161197481X
Total Pages : 421 pages
Book Rating : 4.6/5 (119 download)

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Book Synopsis Model Reduction and Approximation by : Peter Benner

Download or read book Model Reduction and Approximation written by Peter Benner and published by SIAM. This book was released on 2017-07-06 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many physical, chemical, biomedical, and technical processes can be described by partial differential equations or dynamical systems. In spite of increasing computational capacities, many problems are of such high complexity that they are solvable only with severe simplifications, and the design of efficient numerical schemes remains a central research challenge. This book presents a tutorial introduction to recent developments in mathematical methods for model reduction and approximation of complex systems. Model Reduction and Approximation: Theory and Algorithms contains three parts that cover (I) sampling-based methods, such as the reduced basis method and proper orthogonal decomposition, (II) approximation of high-dimensional problems by low-rank tensor techniques, and (III) system-theoretic methods, such as balanced truncation, interpolatory methods, and the Loewner framework. It is tutorial in nature, giving an accessible introduction to state-of-the-art model reduction and approximation methods. It also covers a wide range of methods drawn from typically distinct communities (sampling based, tensor based, system-theoretic).?? This book is intended for researchers interested in model reduction and approximation, particularly graduate students and young researchers.

Dependence Modeling

Author : Harry Joe
Publisher : World Scientific
ISBN 13 : 981429988X
Total Pages : 370 pages
Book Rating : 4.8/5 (142 download)

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Book Synopsis Dependence Modeling by : Harry Joe

Download or read book Dependence Modeling written by Harry Joe and published by World Scientific. This book was released on 2011 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1. Introduction : Dependence modeling / D. Kurowicka -- 2. Multivariate copulae / M. Fischer -- 3. Vines arise / R.M. Cooke, H. Joe and K. Aas -- 4. Sampling count variables with specified Pearson correlation : A comparison between a naive and a C-vine sampling approach / V. Erhardt and C. Czado -- 5. Micro correlations and tail dependence / R.M. Cooke, C. Kousky and H. Joe -- 6. The Copula information criterion and Its implications for the maximum pseudo-likelihood estimator / S. Gronneberg -- 7. Dependence comparisons of vine copulae with four or more variables / H. Joe -- 8. Tail dependence in vine copulae / H. Joe -- 9. Counting vines / O. Morales-Napoles -- 10. Regular vines : Generation algorithm and number of equivalence classes / H. Joe, R.M. Cooke and D. Kurowicka -- 11. Optimal truncation of vines / D. Kurowicka -- 12. Bayesian inference for D-vines : Estimation and model selection / C. Czado and A. Min -- 13. Analysis of Australian electricity loads using joint Bayesian inference of D-vines with autoregressive margins / C. Czado, F. Gartner and A. Min -- 14. Non-parametric Bayesian belief nets versus vines / A. Hanea -- 15. Modeling dependence between financial returns using pair-copula constructions / K. Aas and D. Berg -- 16. Dynamic D-vine model / A. Heinen and A. Valdesogo -- 17. Summary and future directions / D. Kurowicka

Safety and Reliability of Complex Engineered Systems

Author : Luca Podofillini
Publisher : CRC Press
ISBN 13 : 1315648415
Total Pages : 730 pages
Book Rating : 4.3/5 (156 download)

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Book Synopsis Safety and Reliability of Complex Engineered Systems by : Luca Podofillini

Download or read book Safety and Reliability of Complex Engineered Systems written by Luca Podofillini and published by CRC Press. This book was released on 2015-09-03 with total page 730 pages. Available in PDF, EPUB and Kindle. Book excerpt: Safety and Reliability of Complex Engineered Systems contains the Proceedings of the 25th European Safety and Reliability Conference, ESREL 2015, held 7-10 September 2015 in Zurich, Switzerland. It includes about 570 papers accepted for presentation at the conference. These contributions focus on theories and methods in the area of risk, safety and

Radioactive Aerosols

Author : Constantin Papastefanou
Publisher : Elsevier
ISBN 13 : 0080555985
Total Pages : 187 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Radioactive Aerosols by : Constantin Papastefanou

Download or read book Radioactive Aerosols written by Constantin Papastefanou and published by Elsevier. This book was released on 2011-07-28 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whenever radioactivity is released to the atmosphere, for example by the detonation of nuclear weapons or the testing of nuclear weapons or from nuclear reactor accidents that fraction of it which remains airborne for more than a few hours is liable to be attached to aerosol particles. The resulting radioactive aerosols are carried by atmospheric mixing processes until they settle out or are scavenged by precipitation. The radiation exposure pathway of maximum concern to humans is by inhalation of aerosols and their deposition in the respiratory tract. In this context, it is important to note that radioactive aerosols are commonly of natural origin alos. In particular, the associated radionuclides can be of natural terrestrial origin, such as the decay products of radon gas, or they can e cosmogenic, such as beryllium-7. The exposure of miners of uranium and other ores and minerals to radon and its aerosol-borne decay products is of major significance. The book describes the formation of aerosols, their aerodynamic size distribution, their atmospheric residence time, their sampling and measurement, the range of radioactive aerosols found and studied thus far, including man-made nuclides and radon decay products and their interaction with man, including deposition in the lung and subsequent health effects. - Advanced level science handbook for researchers, scientists and academics - Covers all aspects of radiation exposure in humans, including subsequent health implications - Presents the latest findings and analysis in this highly topical area

Monte Carlo and Quasi-Monte Carlo Methods

Author : Bruno Tuffin
Publisher : Springer Nature
ISBN 13 : 3030434656
Total Pages : 533 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Monte Carlo and Quasi-Monte Carlo Methods by : Bruno Tuffin

Download or read book Monte Carlo and Quasi-Monte Carlo Methods written by Bruno Tuffin and published by Springer Nature. This book was released on 2020-05-01 with total page 533 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the refereed proceedings of the 13th International Conference on Monte Carlo and Quasi-Monte Carlo Methods in Scientific Computing that was held at the University of Rennes, France, and organized by Inria, in July 2018. These biennial conferences are major events for Monte Carlo and quasi-Monte Carlo researchers. The proceedings include articles based on invited lectures as well as carefully selected contributed papers on all theoretical aspects and applications of Monte Carlo and quasi-Monte Carlo methods. Offering information on the latest developments in these very active areas, this book is an excellent reference resource for theoreticians and practitioners interested in solving high-dimensional computational problems, arising, in particular, in finance, statistics and computer graphics.

Electromagnetic Non-Destructive Evaluation (XXI)

Author : D. Lesselier
Publisher : IOS Press
ISBN 13 : 1614998361
Total Pages : 292 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Electromagnetic Non-Destructive Evaluation (XXI) by : D. Lesselier

Download or read book Electromagnetic Non-Destructive Evaluation (XXI) written by D. Lesselier and published by IOS Press. This book was released on 2018-05-25 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electromagnetic Nondestructive Evaluation (ENDE) is a technique crucial to a great many engineering activities, as well as to environmental evaluation and protection issues. It is a discipline recognized for its theoretical insight, efficient models and simulations, robust data interpretation, and accurate instrumentation. This book presents contributions from the 22nd ENDE International Workshop, held in Saclay, France, in September 2017. It includes 1 of the 3 keynotes and 34 peer-reviewed and extended versions of the 47 oral contributions delivered during the workshop. Topics covered include static to THz electromagnetic; smart models and high-performance computations; advanced sensors; adaptive databases; model selection and the qualification of uncertainty; multi-sensor data fusion; the monitoring and diagnosis of mechanical structures; and innovative industrial applications. The book will be of interest to all those whose work involves the development or use of electromagnetic non-destructive evaluation.

Handbook of Uncertainty Quantification

Author : Roger Ghanem
Publisher : Springer
ISBN 13 : 9783319123844
Total Pages : 0 pages
Book Rating : 4.1/5 (238 download)

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Book Synopsis Handbook of Uncertainty Quantification by : Roger Ghanem

Download or read book Handbook of Uncertainty Quantification written by Roger Ghanem and published by Springer. This book was released on 2016-05-08 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The topic of Uncertainty Quantification (UQ) has witnessed massive developments in response to the promise of achieving risk mitigation through scientific prediction. It has led to the integration of ideas from mathematics, statistics and engineering being used to lend credence to predictive assessments of risk but also to design actions (by engineers, scientists and investors) that are consistent with risk aversion. The objective of this Handbook is to facilitate the dissemination of the forefront of UQ ideas to their audiences. We recognize that these audiences are varied, with interests ranging from theory to application, and from research to development and even execution.

Agricultural English

Author : Georgeta Raţă
Publisher : Cambridge Scholars Publishing
ISBN 13 : 1443839612
Total Pages : 385 pages
Book Rating : 4.4/5 (438 download)

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Book Synopsis Agricultural English by : Georgeta Raţă

Download or read book Agricultural English written by Georgeta Raţă and published by Cambridge Scholars Publishing. This book was released on 2012-04-25 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agricultural English is a collection of essays on the English of Agriculture. The approach is a linguistic one: the different aspects of the English used in the field of agriculture (agricultural practices, agricultural systems) and in some fields related to agriculture (agricultural zoology, agri-tourism, biology, botany, ecology, entomology, gastronomy, land measurement, plant pathology, zoology) are analysed from a morphological (combination, derivation), syntactical (nominal phrases, verbal phrases), lexical and lexicographical, semantic (homonymy, semantic fields, synonymy, terminology), pragmatic (academic discourse, idiom, metaphor), etymological (etymon, Latin heritage), and contrastive (English–Croatian, English–French, English–German, English–Romanian, Romanian–English) points of view. The book will appeal to agriculturists, animal breeders, professors, researchers, students, and translators from Croatian-, English-, French-, German-, and Romanian-speaking countries, active in their own countries or abroad. The types of academic readership it would appeal to include academic teaching staff, researchers and students in the fields of agriculture and related fields – agricultural zoology, agri-tourism, biology, botany, ecology, entomology, gastronomy, land measurement, plant pathology, and zoology.

mODa 10 – Advances in Model-Oriented Design and Analysis

Author : Dariusz Ucinski
Publisher : Springer Science & Business Media
ISBN 13 : 331900218X
Total Pages : 254 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis mODa 10 – Advances in Model-Oriented Design and Analysis by : Dariusz Ucinski

Download or read book mODa 10 – Advances in Model-Oriented Design and Analysis written by Dariusz Ucinski and published by Springer Science & Business Media. This book was released on 2013-03-21 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book collects the proceedings of the 10th Workshop on Model-Oriented Design and Analysis (mODa). A model-oriented view on the design of experiments, which is the unifying theme of all mODa meetings, assumes some knowledge of the form of the data-generating process and naturally leads to the so-called optimum experimental design. Its theory and practice have since become important in many scientific and technological fields, ranging from optimal designs for dynamic models in pharmacological research, to designs for industrial experimentation, to designs for simulation experiments in environmental risk management, to name but a few. The methodology has become even more important in recent years because of the increased speed of scientific developments, the complexity of the systems currently under investigation and the mounting pressure on businesses, industries and scientific researchers to reduce product and process development times. This increased competition requires ever increasing efficiency in experimentation, thus necessitating new statistical designs. This book presents a rich collection of carefully selected contributions ranging from statistical methodology to emerging applications. It primarily aims to provide an overview of recent advances and challenges in the field, especially in the context of new formulations, methods and state-of-the-art algorithms. The topics included in this volume will be of interest to all scientists and engineers and statisticians who conduct experiments.