Methods, apparatuses and computer program products for movement of rectangular prisms using data graph matrix
Methods, apparatuses and computer program products for movement of rectangular prisms in a multi-dimensional space are provided.
1 . A computer-implemented method for managing movements of one or more rectangular prisms within a modular superstructure comprising:
receiving, by a superstructure controller, first configuration data representing the modular superstructure and second configuration data representing current locations of the one or more rectangular prisms in the modular superstructure;
generating, by the superstructure controller, a data graph matrix that is associated with the modular superstructure and comprises a plurality of nodes and a plurality of edges based at least in part on the first configuration data;
configuring, by the superstructure controller, at least one data property for at least one node of the plurality of nodes based at least in part on the second configuration data;
computing, by the superstructure controller, at least one movement path to transport a rectangular prism based on the data graph matrix;
generating, by the superstructure controller, one or more tote plans based on the at least one movement path to move the one or more rectangular prisms within the modular superstructure, wherein the one or more tote plans comprise one or more movement instructions;
causing, by the superstructure controller, one or more smart racks to move the one or more rectangular prisms from a current location to an egress point within the modular superstructure based on the one or more tote plans;
generating, by the superstructure controller, an emulation of the modular superstructure based on the movement of the one or more rectangular prisms within the modular superstructure to generate simulated data; and
adjusting, by the superstructure controller, the at least one movement path based on the simulated data.
2 . The computer-implemented method of claim 1 , wherein, prior to computing the at least one movement path, the computer-implemented method further comprises:
receiving at least one query representing a request to transport the one or more rectangular prisms via the modular superstructure from the current location to the egress point, wherein the at least one movement path represents a set of rack operations for transporting the one or more rectangular prisms.
3 . The computer-implemented method of claim 2 further comprising:
in response to determining that a current location of the rectangular prism is not equivalent to the egress point, identifying a lowest resistance peer node for a current node associated with the current location, wherein the lowest resistance peer node comprises a second node of the plurality of nodes that is (1) connected to the current node by at least a first edge of the plurality of edges, and (2) determined to be along a lowest resistance movement path from the current location to the egress point.
4 . The computer-implemented method of claim 3 further comprising:
determining that the lowest resistance peer node is empty; and
generating data representing a swap of the rectangular prism to an updated location corresponding to the lowest resistance peer node.
5 . The computer-implemented method of claim 3 further comprising:
determining that the lowest resistance peer node is filled;
identifying a closest empty node connected to the lowest resistance peer node and a second movement path that clears the lowest resistance peer node using the second movement path; and
generating data representing a swap of the rectangular prism to an updated location corresponding to the lowest resistance peer node after clearing the lowest resistance peer node.
6 . The computer-implemented method of claim 1 , wherein the at least one data property represents state data of the plurality of nodes, wherein the state data is indicative of at least one of an empty state or an occupied state.
7 . The computer-implemented method of claim 1 , wherein the first configuration data comprises at least one of a height, a width, or a depth of the modular superstructure.
8 . An apparatus for managing movements of one or more rectangular prisms within a modular superstructure comprising at least one processor and at least one non-transitory memory comprising program code, the at least one non-transitory memory and the program code configured to, with the at least one processor, cause the apparatus to at least:
receive first configuration data representing the modular superstructure and second configuration data representing current locations of the one or more rectangular prisms in the modular superstructure;
generate a data graph matrix that is associated with the modular superstructure and comprises a plurality of nodes and a plurality of edges based at least in part on the first configuration data;
configure at least one data property for at least one node of the plurality of nodes based at least in part on the second configuration data;
compute at least one movement path to transport a rectangular prism based on the data graph matrix;
generate one or more tote plans based on the at least one movement path to move the one or more rectangular prisms within the modular superstructure, wherein the one or more tote plans comprise one or more movement instructions;
cause one or more smart racks to move the one or more rectangular prisms from a current location to an egress point within the modular superstructure based on the one or more tote plans;
generate an emulation of the modular superstructure based on the movement of the one or more rectangular prisms within the modular superstructure to generate simulated data; and
adjust the at least one movement path based on the simulated data.
9 . The apparatus of claim 8 , wherein, prior to computing the at least one movement path, the at least one non-transitory memory and the program code are configured to, with the at least one processor, cause the apparatus to receive at least one query representing a request to transport the one or more rectangular prisms via the modular superstructure from the current location to the egress point, wherein the at least one movement path represents a set of rack operations for transporting the one or more rectangular prisms.
10 . The apparatus of claim 9 , wherein the at least one non-transitory memory and the program code are configured to, with the at least one processor, cause the apparatus to:
in response to determining that a current location of the rectangular prism is not equivalent to the egress point, identifying a lowest resistance peer node for a current node associated with the current position, wherein the lowest resistance peer node comprises a second node of the plurality of nodes that is (1) connected to the current node by at least a first edge of the plurality of edges, and (2) determined to be along a lowest resistance movement path from the current location to the egress point.
11 . The apparatus of claim 10 , wherein the at least one non-transitory memory and the program code are configured to, with the at least one processor, cause the apparatus to:
determine that the lowest resistance peer node is empty; and
generate data representing a swap of the rectangular prism to an updated location corresponding to the lowest resistance peer node.
12 . The apparatus of claim 10 , wherein the at least one non-transitory memory and the program code are configured to, with the at least one processor, cause the apparatus to:
determine that the lowest resistance peer node is filled;
identify a closest empty node connected to the lowest resistance peer node and a second movement path that clears the lowest resistance peer node using the second movement path; and
generate data representing a swap of the rectangular prism to an updated location corresponding to the lowest resistance peer node after clearing the lowest resistance peer node.
13 . The apparatus of claim 8 , wherein the at least one data property represents state data of the plurality of nodes, wherein the state data is indicative of at least one of an empty state or an occupied state.
14 . The apparatus of claim 8 , wherein the first configuration data comprises at least one of a height, a width, or a depth of the modular superstructure.
15 . A computer program product for managing movements of one or more rectangular prisms within a modular superstructure comprising at least one non-transitory computer-readable storage medium having computer-readable program code portions stored therein, the computer-readable program code portions comprising an executable portion configured to:
receive first configuration data representing the modular superstructure and second configuration data representing current locations of the one or more rectangular prisms in the modular superstructure;
generate a data graph matrix that is associated with the modular superstructure and comprises a plurality of nodes and a plurality of edges based at least in part on the first configuration data;
configure at least one data property for at least one node of the plurality of nodes based at least in part on the second configuration data;
compute at least one movement path to transport a rectangular prism based on the data graph matrix;
generate one or more tote plans based on the at least one movement path to move the one or more rectangular prisms within the modular superstructure, wherein the one or more tote plans comprise one or more movement instructions;
cause one or more smart racks to move the one or more rectangular prisms from a current location to an egress point within the modular superstructure based on the one or more tote plans;
generate an emulation of the modular superstructure based on the movement of the one or more rectangular prisms within the modular superstructure to generate simulated data; and
adjust the at least one movement path based on the simulated data.
16 . The computer program product of claim 15 , wherein, prior to computing the at least one movement path, the computer-readable program code portions comprise the executable portion configured to receive at least one query representing a request to transport the one or more rectangular prisms via the modular superstructure from the current location to the egress point, wherein the at least one movement path represents a set of rack operations for transporting the one or more rectangular prisms.
17 . The computer program product of claim 16 , wherein the computer-readable program code portions comprise the executable portion configured to:
in response to determining that a current location of the rectangular prism is not equivalent to the egress point, identifying a lowest resistance peer node for a current node associated with the current location, wherein the lowest resistance peer node comprises a second node of the plurality of nodes that is (1) connected to the current node by at least a first edge of the plurality of edges, and (2) determined to be along a lowest resistance movement path from the current location to the egress point.
18 . The computer program product of claim 17 , wherein the computer-readable program code portions comprise the executable portion configured to:
determine that the lowest resistance peer node is empty; and
generate data representing a swap of the rectangular prism to an updated location corresponding to the lowest resistance peer node.
19 . The computer program product of claim 17 , wherein the computer-readable program code portions comprise the executable portion configured to:
determine that the lowest resistance peer node is filled;
identify a closest empty node connected to the lowest resistance peer node and a second movement path that clears the lowest resistance peer node using the second movement path; and
generate data representing a swap of the rectangular prism to an updated location corresponding to the lowest resistance peer node after clearing the lowest resistance peer node.
20 . The computer program product of claim 15 , wherein the at least one data property represents state data of the plurality of nodes, wherein the state data is indicative of at least one of an empty state or an occupied state.