One of the main screening solutions objective of the project is the automatic analysis and storage of images coming from a screening/scanning process at various stages of the distribution process, to detect signs of damages and tampering.
Once potential solutions, objective function, and constraints are defined, standard algorithms can be used to determine the best feasible solution.
Flexible solutions might answer objectives that stakeholders have not made public.
For conducting design-oriented research, a process model consisting of six steps - problem identification, elicitation of solution objectives, solution design, demonstration, evaluation, and communication - has been proposed [34].
A design science research methodology is adopted to cover six activities: problem identification and motivation, definition of solution objectives, design and development, demonstration, evaluation, and communication.
The solution objectives are to minimize the makespan and maximize the fairness in energy-driven task mapping (i.e., energy-balancing), while satisfying the task precedence constraints and energy harvesting causality constraints.
The solution objectives are to minimize the scheduling length of the task graph and maximize the fairness in energy-driven task mapping, while satisfying energy harvesting causality constraints and the task precedence constraints.
Machine learning is invoked to provide candidate solution objective function evaluation estimation which reduces computation burden when model evaluations models are extensively time consuming.
This creates a need for new microscopy solutions since objectives were originally designed for fixed samples, which have different optical properties than live cells.
Moreover, at any of these solutions the objective function of problem (4) will be exactly the same as the objective function of problem (2).
