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Walmart apollo, llc (20240257034). DIVIDE-AND-CONQUER FRAMEWORK AND MODULARIZED ALGORITHMIC SCHEME FOR LARGE-SCALE OPTIMIZATION

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DIVIDE-AND-CONQUER FRAMEWORK AND MODULARIZED ALGORITHMIC SCHEME FOR LARGE-SCALE OPTIMIZATION

Organization Name

walmart apollo, llc

Inventor(s)

Ming Ni of Pflugerville TX US

Kunlei Lian of Bentonville AR US

Yu Zheng of Bentonville AR US

Liqing Zhang of Humble TX US

Ti Zhang of Rocklin CA US

Jing Huang of San Jose CA US

Mingang Fu of Palo Alto CA US

DIVIDE-AND-CONQUER FRAMEWORK AND MODULARIZED ALGORITHMIC SCHEME FOR LARGE-SCALE OPTIMIZATION

This abstract first appeared for US patent application 20240257034 titled 'DIVIDE-AND-CONQUER FRAMEWORK AND MODULARIZED ALGORITHMIC SCHEME FOR LARGE-SCALE OPTIMIZATION

Original Abstract Submitted

a method including obtaining an optimization request at a coordinating engine. the method also can include triggering engines to process the optimization request. at least one of the engines divides the optimization request into subproblems. at least a portion of the engines solve the subproblems. respective instances of at least one of the engines are triggered to handle respective ones of the subproblems. each of the engines provides a dynamic algorithmic flow using modularized algorithmic solvers. the dynamic algorithmic flow is adjusted based on a respective input to each of the engines. the method additionally can include outputting, from the coordinating engine, one or more results in response to the optimization request, based on results for the subproblems generated by the engines. other embodiments are described.

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