Guide to Computational Modelling for Decision Processes

Dr. Stuart Berry is a lecturer in the Department of Computing and Mathematics at the University of Derby, UK. Dr. Marcello Trovati is a Senior Lecturer at the same institution. He is also a co-editor of the Springer titles Guide to Security Assurance for Cloud Computing and Big-Data Analytics and Cloud Computing. Val Lowndes is a Chartered Mathematician, who formerly worked at the University of Derby.

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.