Term: Network Model
Definition: A mathematical representation of a system where items flow between locations.
Example: A logistics network where products move from factories to warehouses to customers.
Term: Node
Definition: A point in a network representing a location (e.g., factory, warehouse, store).
Example: Amazon’s fulfillment centers.
Term: Arc
Definition: A connection between nodes representing a path, road, or route.
Example: A shipping lane between two ports.
Term: Transportation Problem
Definition: A model that minimizes shipping costs between multiple suppliers and demand points.
Example: A bakery shipping bread from two plants to five grocery stores.
Term: Balanced Transportation Problem
Definition: A transportation problem where total supply = total demand.
Example: A factory with 100 units of supply and customers requiring 100 units.
Term: Unbalanced Transportation Problem
Definition: A transportation problem where total supply ≠ total demand. Requires a dummy source/destination.
Example: A warehouse with 120 units shipping to stores that need only 100 units.
Term: Dummy Source/Destination
Definition: A fictitious node added to balance an unbalanced transportation problem.
Example: If demand is higher than supply, a dummy supplier is added with zero cost.
Term: Transshipment Problem
Definition: A transportation problem that allows shipments to pass through intermediate nodes.
Example: Goods moving from a factory → warehouse → customer instead of direct delivery.
Term: Flow Conservation
Definition: In a transshipment model, total inflow = outflow at an intermediate node.
Example: If a warehouse receives 100 items, it must ship 100 items.
Term: Assignment Problem
Definition: A special case of transportation where workers are assigned to tasks at minimum cost.
Example: Assigning 3 workers to 3 tasks based on their efficiency.
Term: Hungarian Algorithm
Definition: A specialized method to solve assignment problems optimally.
Example: Used to assign employees to shifts efficiently.
Term: Shortest-Route Problem
Definition: A model that finds the shortest path between two nodes in a network.
Example: Google Maps finding the fastest route to work.
Term: Dijkstra’s Algorithm
Definition: A method to find the shortest path in a network with non-negative weights.
Example: Used in GPS navigation to find the quickest route.
Term: Bellman-Ford Algorithm
Definition: A method to find the shortest path that works with negative weights.
Example: Used in financial modeling where costs may decrease over time.
Term: Maximal Flow Problem
Definition: A model that determines the maximum possible flow from a source node to a sink node.
Example: Finding the max capacity of an oil pipeline network.
Term: Source Node
Definition: The starting point of flow in a maximal flow problem.
Example: A water reservoir supplying a city.
Term: Sink Node
Definition: The final destination where flow is collected.
Example: A city receiving water from a reservoir.
Term: Flow Capacity
Definition: The maximum amount of flow allowed through an arc.
Example: A bridge that can handle 5,000 vehicles per hour.
Term: Ford-Fulkerson Algorithm
Definition: A method used to find the maximum flow in a network.
Example: Used in internet bandwidth allocation to maximize data transfer.