So far, all transportation routing algorithm and heuristics assumes that delivery/pickup performance is the same whether one traverses the route in a clockwise or anti-clockwise fashion.
In a city like Singapore with lots of buildings, time spent at a delivery point can be much longer than point-to-point. If time spent at delivery points are more variable going from clock wise to anti clockwise using propagation of variability approach, then one can decide if the clockwise or anti-clocke wise routing is superior.
This blog covers new pull supply chain responsiveness and logistics concepts for hubs with good air and sea-freight connectivity like Singapore. Big data and web analytics are creating new demand opportunities, and help operations meet growing global regulatory standards. Very often, my work also involves helping online retailers improve operations. Discussions spans from raw materials serialization, to manufacturing, marketing and sales. Visualization and analysis techniques are also shared.
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