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[null,"1.","Record Nr.",null,"UNINA9910139135903321"]
[null,null,"Titolo",null,"Discrete-event simulation and system dynamics for management decision making / / editors, Sally Brailsford, Leonid Churilov, Brian Dangerfield ; Steffen Bayer [and twenty one others], contributors"]
[null,null,"Pubbl/distr/stampa",null,"Chichester, England : , : Wiley, , 2014"]
[{"$nulls":4},"©2014"]
[null,null,"ISBN",null,"1-118-76274-6"]
[{"$nulls":4},"1-118-76275-4"]
[{"$nulls":4},"1-118-76276-2"]
[null,null,"Edizione",null,"[1st edition]"]
[null,null,"Descrizione fisica",null,"1 online resource (362 p.)"]
[null,null,"Collana",null,"Wiley Series in Operations Research and Management Science"]
[null,null,"Classificazione",null,"TEC029000"]
[null,null,"Disciplina",null,"658.4/0352"]
[null,null,"Soggetti",null,"Discrete-time systems - Simulation methods"]
[{"$nulls":4},"System analysis"]
[{"$nulls":4},"Decision making"]
[{"$nulls":4},"Management science"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Note generali","Description based upon print version of record."]
[null,null,null,"Nota di bibliografia","Includes bibliographical references at the end of each chapters and index."]
[null,null,"Nota di contenuto",null,"Discrete-Event Simulation and System Dynamics for Management Decision Making; Contents; Preface; List of contributors; 1 Introduction; 1.1 How this book came about; 1.2 The editors; 1.3 Navigating the book; References; 2 Discrete-event simulation: A primer; 2.1 Introduction; 2.2 An example of a discrete-event simulation: Modelling a hospital theatres process; 2.3 The technical perspective: How DES works; 2.3.1 Time handling in DES; 2.3.2 Random sampling in DES; 2.4 The philosophical perspective: The DES worldview; 2.5 Software for DES; 2.6 Conclusion; References"]
[{"$nulls":4},"3 Systems thinking and system dynamics: A primer3.1 Introduction; 3.2 Systems thinking; 3.2.1 'Behaviour over time' graphs; 3.2.2 Archetypes; 3.2.3 Principles of influence (or causal loop) diagrams; 3.2.4 From diagrams to behaviour; 3.3 System dynamics; 3.3.1 Principles of stock-.ow diagramming; 3.3.2 Model purpose and model conceptualisation; 3.3.3 Adding auxiliaries, parameters and information links to the spinal stock-flow structure; 3.3.4 Equation writing and dimensional checking; 3.4 Some further important issues in SD modelling; 3.4.1 Use of soft variables; 3.4.2 Co-flows"]
[{"$nulls":4},"3.4.3 Delays and smoothing functions3.4.4 Model validation; 3.4.5 Optimisation of SD models; 3.4.6 The role of data in SD models; 3.5 Further reading; References; 4 Combining problem structuring methods with simulation: The philosophical and practical challenges; 4.1 Introduction; 4.2 What are problem structuring methods?; 4.3 Multiparadigm multimethodology in management science; 4.3.1 Paradigm incommensurability; 4.3.2 Cultural difficulties; 4.3.3 Cognitive difficulties; 4.3.4 Practical problems; 4.4 Relevant projects and case studies; 4.5 The case study: Evaluating intermediate care"]
[{"$nulls":4},"4.5.1 The problem situation4.5.2 Soft systems methodology; 4.5.3 Discrete-event simulation modelling; 4.5.4 Multimethodology; 4.6 Discussion; 4.6.1 The multiparadigm multimethodology position and strategy; 4.6.2 The cultural difficulties; 4.6.3 The cognitive difficulties; 4.7 Conclusions; Acknowledgements; References; 5 Philosophical positioning of discrete-event simulation and system dynamics as management science tools for process systems: A critical realist perspective; 5.1 Introduction; 5.2 Ontological and epistemological assumptions of CR; 5.2.1 The stratified CR ontology"]
[{"$nulls":4},"5.2.2 The abductive mode of reasoning5.3 Process system modelling with SD and DES through the prism of CR scientific positioning; 5.3.1 Lifecycle perspective on SD and DES methods; 5.4 Process system modelling with SD and DES: Trends in and implications for MS; 5.5 Summary and conclusions; References; 6 Theoretical comparison of discrete-event simulation and system dynamics; 6.1 Introduction; 6.2 System dynamics; 6.3 Discrete-event simulation; 6.4 Summary: The basic differences; 6.5 Example: Modelling emergency care in Nottingham; 6.5.1 Background; 6.5.2 The ECOD project"]
[{"$nulls":4},"6.5.3 Choice of modelling approach"]
[null,null,null,"Sommario/riassunto","\"In recent years, there has been a growing debate, particularly in the UK and Europe, over the merits of using discrete-event simulation (DES) and system dynamics (SD); there are now instances where both methodologies were employed on the same problem. This book details each method, comparing each in terms of both theory and their application to various problem situations. It also provides a seamless treatment of various topics--theory, philosophy, detailed mechanics, practical implementation--providing a systematic treatment of the methodologies of DES and SD, which previously have been treated separately.  \"--"]
[{"$nulls":4},"\"Explores the integration of discrete-event simulation (DES) and system dynamics (SD), providing comparisons of each methodology\"--"]
[null,"2.","Record Nr.",null,"UNINA9910349299403321"]
[null,null,"Titolo",null,"KI 2019: Advances in Artificial Intelligence : 42nd German Conference on AI, Kassel, Germany, September 23–26, 2019, Proceedings / / edited by Christoph Benzmüller, Heiner Stuckenschmidt"]
[null,null,"Pubbl/distr/stampa",null,"Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019"]
[null,null,"ISBN",null,"3-030-30179-6"]
[null,null,"Edizione",null,"[1st ed. 2019.]"]
[null,null,"Descrizione fisica",null,"1 online resource (XI, 354 p. 170 illus., 60 illus. in color.)"]
[null,null,"Collana",null,"Lecture Notes in Artificial Intelligence, , 2945-9141 ; ; 11793"]
[null,null,"Disciplina",null,"006.3"]
[null,null,"Soggetti",null,"Artificial intelligence"]
[{"$nulls":4},"Machine theory"]
[{"$nulls":4},"Algorithms"]
[{"$nulls":4},"Computer networks"]
[{"$nulls":4},"Computer engineering"]
[{"$nulls":4},"Artificial Intelligence"]
[{"$nulls":4},"Formal Languages and Automata Theory"]
[{"$nulls":4},"Computer Communication Networks"]
[{"$nulls":4},"Computer Engineering and Networks"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Nota di bibliografia","Includes bibliographical references and index."]
[null,null,"Nota di contenuto",null,"Towards Computational Persuasion via Natural Language Argumentation Dialogues -- Analogy-Based Preference Learning with Kernels -- Data Acquisition for Argument Search: The args.me Corpus -- Monotone and Online Fair Division -- A human-oriented System for Equational Reasoning -- Mixing Description Logics in Privacy-Preserving Ontology Publishing -- Clustering of Argument Graphs Using Semantic Similarity Measures -- Reducing Search Space of Genetic Algorithms for Fast Black Box Attacks on Image Classifiers -- An Empirical Study of the Usefulness of State-Dependent Action Costs in Planning -- Strong Equivalence for Argumentation Frameworks with Collective Attacks -- Developing Fuzzy Inference Systems from Qualitative Interviews for Travel Mode Choice in an Agent-based Mobility Simulation -- Monte-Carlo Search for Prize-Collecting Robot Motion Planning with Time Windows, Capacities, Pickups, and Deliveries -- Automated Robot Skill Learning from Demonstration for Various Robot Systems -- Learning Gradient-based ICA by Neurally Estimating "]
[{"$nulls":4},"Mutual Information -- Enhancing Explainability of Deep Reinforcement Learning Through Selective Layer-Wise Relevance Propagation.-A Crow Search-based Genetic Algorithm for Solving Two-dimensional Bin Packing Problem -- Extracting Reasons for Moral Judgments Under Various Ethical Principles -- Gaussian Lifted Marginal Filtering -- An Introduction to AnyBURL -- Simplifying Automated Pattern Selection for Planning with Symbolic Pattern Databases -- ALICA 2.0 - Domain-Independent Teamwork -- Extending Modular Semantics for Bipolar Weighted Argumentation (Extended Abstract) -- Epistemic Multi-Agent Planning Using Monte-Carlo Tree Search -- Towards Intuitive Robot Programming Using Finite State Automata -- Improving Implicit Stance Classification in Tweets Using Word and Sentence Embeddings -- Towards Leveraging Backdoors in Qualitative Constraint Networks -- GAN Path Finder: Preliminary Results -- InformatiCup Competition 2019: Fooling Traffic Sign Recognition -- TheHigher-Order Prover Leo-III -- Personalized Transaction Kernels for Recommendation Using MCTS. ."]
[null,null,null,"Sommario/riassunto","This book constitutes the refereed proceedings of the 42nd German Conference on Artificial Intelligence, KI 2019, held in Kassel, Germany, in September 2019. The 16 full and 10 short papers presented together with 3 extended abstracts in this volume were carefully reviewed and selected from 82 submissions. KI 2019 has a special focus theme on \"AI methods for Argumentation\" and especially invited contributions that use methods from all areas of AI to understand, formalize or generate argument structures in natural language."]