Further, such assessment is complicated by rapidly evolving production processes and product design and consumption trends.
This newly evolving production environment values the most efficient relationships that are based on the creation of alliances, partnerships and networks among firms, enhanced by the emergence of ICTs.
Showing potential savings to decision-makers can be a strong catalyst for decisions and funding, although economic indicators can be unhelpful because some broad spectrum antibiotics (e.g. amoxicillin/clavulanic acid) may be cheaper than narrow spectrum antibiotics (e.g. flucloxacillin), and prices may be driven up or down by rapidly evolving production capacities.
In the rest of this section, we discuss different ways that machine learning and operations research can be used to enhance the way GP evolves production scheduling heuristics.
Different from existing survey papers that focused on general ideas and taxonomies, the goal of this paper is to emphasise on the technical issues when using GP to evolve production scheduling heuristics.
The use cases described here can evolve into production systems that can be incorporated into an evolving Utah public health grid, which in turn can be incorporated into the emerging national public health grid.
Various drivers, especially increasing market dynamics, force industrial enterprises to evolve their production facilities ever more frequently.
We have explained how institutions co-evolve with production structures, but institutions are also chosen by society (Acemoglu et al. 2005).
With the advent of the fourth industrial revolution, several enterprises worldwide have started to evolve their production processes with new automation and data exchange policies by means of the adoption of emergent technologies, i.e. knowledge graphs, sensor networks, big data, and cloud computing.
However, synthesis, crystallization routes and production sites evolve during product development and product life cycle leading to changes in physical material attributes which can potentially affect their processability.
In a complex evolving systems view, product, production system and supply chain requirements, which are used to define manufacturing strategy performance objectives, are also thought to constitute, in a dialectic fashion, decision variables for achieving these objectives.
