Operations Research
Management science, or operations research, is a specialised discipline for business decision-making. It involves solving problems that have complex structural, operational and investment dimensions involving the allocation and scheduling of resources.
A typical approach might include:
- Defining the problem, including identifying the absolute requirements and the objectives to be achieved, identifying what information is required and/or available, and what form the answer should take;
- Breaking the problem down into logical elements that can be analysed or "solved";
- Solving the problem using the most appropriate analytical technique; and
- Offering insights into the problem, such as determining the sensitivity of the outcomes to inputs and determining the value of additional information.
Some problems are "one-off"; others require an on-going solution. Where an on-going solution is required, we are able to deliver a framework for solving the problem in the future and, if necessary, a computerised solution integrated into an organisation's existing information infrastructure.
Some of the possible solution techniques include:
- Mathematical programming - model complex economic, technical and operational systems as a set of variables related by mathematical rules and find optimal "solutions" (e.g. resource allocations) using Linear or Non-Linear Programming;
- Network modelling and routing - reduce flow costs and travel times; improve efficiency and productivity;
- Simulation - construct a system model and then trace the outcomes over time to identify significant events and patterns;
- Stochastic Optimisation and Decision Trees - calculate an optimal strategy that is hedged against uncertainty;
- Real Options Theory - calculate the value of flexibility under uncertainty;
- Game Theory - construct a model (e.g. Cournot) of the interactions between individuals or organisations and evaluate their respective incentives;
- Heuristic or approximation methods - solve otherwise impossible problems to give an answer that is good enough, but not necessarily perfect;
- Decision Support Systems - identify critical parameters and elevate for management focus and decision making; and
- Statistics and econometrics - analyse data to identify key components, determine "best fit" mathematical relationships and produce forecasts.
Orbit Systems has extensive experience in all facets of Operations Research.