310301 (v.2) Dynamic and Stochastic Modelling and Optimisation 302

Area:	Department of Mathematics and Statistics
Credits:	25.0
Contact Hours:	4.0
The tuition pattern below provides details of the types of classes and their duration. This is to be used as a guide only. For more precise information please check your unit outline.
Lecture:	1 x 3 Hours Weekly
Tutorial:	1 x 1 Hours Weekly
Syllabus:	This unit focuses on dynamic and stochastic systems and provides a solid foundation in a range of tools applicable to the complex problems arising in industrial modelling and optimisation. The following areas are covered: Dynamic programming: Basic concepts, applications,models and algorithms are investigated with optimal solutions developed and implemented for relevant applications. Queuing models: Basic concepts are covered. Several types of queuing models and their advantages and disadvantages are studied and optimal solutions are derived for each. Simulation: Simulation is a very powerful tool that provides the industrial modeller with the ability to study complex systems in considerable detail. Simulation modelling comprise of three major components: input generation that allows the system to be viewed "in action"; a bookkeeping phase that keeps track of transactions occurring in the system and keeps counters on ongoing processes in order to calculate appropriate performance measures and output analysis that establish the effectiveness of the system's performance. The unit provides the necessary skills to analyse, develop and implement simulation models. Techniques and methodologies used for the effective optimisation of simulations are also studied.
To ensure that the most up-to-date information about unit references, texts and outcomes appears, they will be provided in your unit outline prior to commencement.
Field of Education:	010100 Mathematical Sciences (Narrow Grouping)
SOLT (Online) Definitions*:	Not Online *Extent to which this unit or thesis utilises online information
Result Type:	Grade/Mark

Availability

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