Bayesian Retails Labs
Order Batching using Genetic Algorithms and state-of-the-art Routing in WalKet Basket.
Wide Product Range
Over 190+ item sections in Inventory
Optimal Batching
Orders are grouped into sets to obtain minimum fetch time
Fast Routing
Use order picking algorithms to choose the optimal route
Fulfilment Centre Layout
Key Features
- 2 Blocks
- 8 Aisles
- 16 Sub Aisles
- 6 locations per Aisle
- Largest Gap Routing Algorithm
- S-shape Routing Algorithm
- Batches of 3 Orders
- Voice First Navigation
Order List
ORDER #1
Item ID : A12
Weight per Unit : 0.3, Quantity : 2Item ID : J14
Weight per Unit : 1, Quantity : 2Item ID : M13
Weight per Unit : 0.5, Quantity : 3
ORDER #2
Item ID : B04
Weight per Unit : 1, Quantity : 3Item ID : R01
Weight per Unit : 1, Quantity : 3Item ID : F13
Weight per Unit : 0.5, Quantity : 1
ORDER #3
Item ID : E05
Weight per Unit : 1, Quantity : 2Item ID : R06
Weight per Unit : 0.5, Quantity : 2Item ID : P04
Weight per Unit : 2, Quantity : 1
ORDER #4
Item ID : F13
Weight per Unit : 0.5, Quantity : 1Item ID : O03
Weight per Unit : 2, Quantity : 2Item ID : LO2
Weight per Unit : 3, Quantity : 3
ORDER #5
Item ID : IO3
Weight per Unit : 2, Quantity : 4Item ID : H16
Weight per Unit : 1, Quantity : 3Item ID : B02
Weight per Unit : 4, Quantity : 1
ORDER #6
Item ID : B04
Weight per Unit : 1, Quantity : 4Item ID : G13
Weight per Unit : 3, Quantity : 2Item ID : R01
Weight per Unit : 1, Quantity : 3
ORDER #7
Item ID : G03
Weight per Unit : 1, Quantity : 5Item ID : M13
Weight per Unit : 0.5, Quantity : 2Item ID : R06
Weight per Unit : 0.5, Quantity : 3Item ID : B02
Weight per Unit : 4, Quantity : 1
ORDER #8
Item ID : K12
Weight per Unit : 0.5, Quantity : 4Item ID : G13
Weight per Unit : 0.3, Quantity : 1Item ID : Q14
Weight per Unit : 3, Quantity : 2Item ID : Q14
Weight per Unit : 3, Quantity : 2
ORDER #9
Item ID : C13
Weight per Unit : 2, Quantity : 1Item ID : Q14
Weight per Unit : 3, Quantity : 2Item ID : Q14
Weight per Unit : 3, Quantity : 2Item ID : Q14
Weight per Unit : 3, Quantity : 2
ORDER #10
Item ID : J13
Weight per Unit : 1, Quantity : 4
ORDER #11
Item ID : J16
Weight per Unit : 2, Quantity : 4
Generating New Solutions
Parents
Parent1
Parent2
Children
Child1
Child2
Crossover
Children Pre-Crossover
Child 1
Child 2
Children Post-Crossover
Child 1
Child 2
Mutation
Children Pre-Mutation
Child 1
Child 2
Children Post-Mutation
Child 1
Child 2
Genetic Algorithm Simulation
We overlay the complete solution space over the map and track the total distance covered
S shape Algorithm
S shape Algorithm
