Guide to Computational Modelling for Decision Processes: Theory, Algorithms, Techniques and Applicat

Part I: Introduction to Modelling and Model Evaluation

Model Building
Val Lowndes, Stuart Berry, Marcello Trovati, and Amanda Whitbrook

Introduction to Cellular Automata in Simulation
Val Lowndes, Adrian Bird, and Stuart Berry

Introduction to Mathematical Programming
Val Lowndes and Stuart Berry

Heuristic Techniques in Optimisation
Val Lowndes and Stuart Berry

Introduction to the Use of Queueing Theory and Simulation
Val Lowndes and Stuart Berry

Part II: Case Studies

Case Studies: Using Heuristics
Val Lowndes, Ovidiu Bagdasar, and Stuart Berry

Further Use of Heuristic Methods
Val Lowndes, Stuart Berry, Chris Parkes, Ovidiu Bagdasar, and Nicolae Popovici

Air Traffic Controllers Planning: A Rostering Problem
Richard Conniss

Solving Multiple Objective Problems: Modelling Diet Problems
Val Lowndes and Stuart Berry

Fuzzy Scheduling Applied to Small Manufacturing Firms
Val Lowndes

The Design and Optimisation of Surround Sound Decoders Using Heuristic Methods
B. Wiggins, Stuart Berry, and Val Lowndes

System Dynamics Case Studies
Chris Parkes, Stuart Berry, and John Stubbs

Applying Queueing Theory to the Design of a Traffic Light Controller
James Hardy

Cellular Automata and Agents in Simulations
Kim Smith, Richard Hill, Stuart Berry, and Richard Conniss

Three Big Data Case Studies
Marcello Trovati and Andy Baker

Part III: Appendices

Appendix A: Queueing Theory
Stuart Berry

Appendix B: Function Optimisation Techniques: Genetic Algorithms and Tabu Searches
Val Lowndes and Mirko Paskota

Appendix C: What to Simulate to Evaluate Production Planning and Control Methods in Small Manufacturing Firms
Stuart Berry and Val Lowndes

Appendix D: Defining Boolean and Fuzzy Logic Operators
Val Lowndes, Marcello Trovati, and Stuart Berry

Appendix E: Assessing the Reinstated Waverley Line
Stuart Berry and John Stubbs