Instacart Product Presentation Deck slide image

Instacart Product Presentation Deck

Park Dr MIDTOWN CLINTON HELL'S KITCHEN W3 St LINCOL MOWERS LINCOLN AQUARK W 34th St Words Central Vi MURRAY-HILL Optimally Routing Shoppers. MANHATTAN Manhattan Island Kennely Onassis SIPPER WASHINGT HOUSES are st Roosevelt Island East Rid VRPTW Problem Vehicle Route Planning with Time Windows 300 orders 3 orders per trip x 100 shoppers = 445 million Maximize expected # of items found ā†’ Maximize probability of delivering on time ā†’ Minimize total time spent delivering Start with greedy heuristics Wait to last minute to dispatch Recompute every minute, in every market Remove constraints, unify objectives Solve subproblems optimally @jeremystan
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