Scheduling projects to maximize net present value - the case of time-dependent, contingent cash flows
Article Abstract:
An optimization model for the problem of scheduling a project to maximize its net present value when net cash flow is dependent on the time of realization is introduced. A simulated annealing solution approach is developed and the computational testing of different implementation strategies for this algorithm showed that neighborhood moves must be carefully selected. It is shown that improved solutions are achieved when the neighborhood move is the minimum move causing a change in the net cash flow of the chosen event.
Publication Name: European Journal of Operational Research
Subject: Business, international
ISSN: 0377-2217
Year: 1997
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Formulating and solving production planning problems
Article Abstract:
The assignment problem is a simple model depicting production planning problems on the assignment of jobs to machines. This model can be extended to the generalized assignment (GAP) and the multi-resource generalized assignment problems (MRGAP), which assumes a single agent for each task. The extensions also allow the consideration of many different actual problems and batch splitting conditions. Solution methods based on simulated annealing, genetic algorithm and Lagrangian relaxation showed optimal results.
Publication Name: European Journal of Operational Research
Subject: Business, international
ISSN: 0377-2217
Year: 1999
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Scheduling programs with repetitive projects: a comparison of a simulated annealing, a genetic and a pair-wise swap algorithm
Article Abstract:
The problem of scheduling the one-time production of several units of a single product is examined. To this end, the problem is modelled using two penalty cost structures to account for trade-off between the need to finish each unit by a certain due date and learning-on-the-job effects. In addition, the performances of a simulated annealing procedure, a genetic algorithm and a pair-wise swap heuristic for solving the problem are compared.
Publication Name: European Journal of Operational Research
Subject: Business, international
ISSN: 0377-2217
Year: 1996
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