Guide to Computational Modelling for Decision Processes Theory, Algorithms, Techniques and Applications /

Detalles Bibliográficos
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Berry, Stuart. (Editor ), Lowndes, Val. (Editor ), Trovati, Marcello. (Editor )
Formato: eBook
Lenguaje:English
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2017.
Edición:1st ed. 2017.
Colección:Simulation Foundations, Methods and Applications,
Materias:
Acceso en línea:https://doi.org/10.1007/978-3-319-55417-4
LEADER 02922nam a22004095i 4500
001 978-3-319-55417-4
005 20191024111921.0
007 cr nn 008mamaa
008 170413s2017 gw | s |||| 0|eng d
020 |a 9783319554174 
024 7 |a 10.1007/978-3-319-55417-4  |2 doi 
040 |a Sistema de Bibliotecas del Tecnológico de Costa Rica 
245 1 0 |a Guide to Computational Modelling for Decision Processes  |b Theory, Algorithms, Techniques and Applications /  |c edited by Stuart Berry, Val Lowndes, Marcello Trovati. 
250 |a 1st ed. 2017. 
260 # # |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2017. 
300 |a XII, 396 p. 170 illus., 101 illus. in color.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Simulation Foundations, Methods and Applications, 
505 0 |a Part I: Introduction to Modelling and Model Evaluation -- Model Building -- Introduction to Cellular Automata in Simulation -- Introduction to Mathematical Programming -- Heuristic Techniques in Optimisation -- Introduction to the Use of Queueing Theory and Simulation -- Part II: Case Studies -- Case Studies: Using Heuristics -- Further Use of Heuristic Methods -- Air Traffic Controllers Planning: A Rostering Problem -- Solving Multiple Objective Problems: Modelling Diet Problems -- Fuzzy Scheduling Applied to Small Manufacturing Firms -- The Design and Optimisation of Surround Sound Decoders Using Heuristic Methods -- System Dynamics Case Studies -- Applying Queueing Theory to the Design of a Traffic Light Controller -- Cellular Automata and Agents in Simulations -- Three Big Data Case Studies -- Part III: Appendices -- Appendix A: Queueing Theory -- Appendix B: Function Optimisation Techniques: Genetic Algorithms and Tabu Searches -- Appendix C: What to Simulate to Evaluate Production Planning and Control Methods in Small Manufacturing Firms -- Appendix D: Defining Boolean and Fuzzy Logic Operators -- Appendix E: Assessing the Reinstated Waverley Line -- Appendix F: Matching Services with Users in Opportunistic Network Environments. 
650 0 |a Computer simulation. 
650 0 |a Algorithms. 
650 0 |a Operations research. 
650 0 |a Decision making. 
650 0 |a Mathematical statistics. 
650 1 4 |a Simulation and Modeling. 
650 2 4 |a Algorithm Analysis and Problem Complexity. 
650 2 4 |a Operations Research/Decision Theory. 
650 2 4 |a Mathematics of Algorithmic Complexity. 
650 2 4 |a Probability and Statistics in Computer Science. 
700 1 |a Berry, Stuart.  |e editor. 
700 1 |a Lowndes, Val.  |e editor. 
700 1 |a Trovati, Marcello.  |e editor.  |0 (orcid)0000-0001-6607-422X  |1 https://orcid.org/0000-0001-6607-422X 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
856 4 0 |u https://doi.org/10.1007/978-3-319-55417-4