Gas Station
To solve this coding challenge, we need to determine if we can traverse all gas stations in a circular route starting from a specific station, given the amount of gas at each station and the gas cost needed to travel to the next station. The goal is to find the starting station index that allows us to complete the circular route, or return
if it's not possible.
-1
# Explanation
The problem essentially boils down to understanding whether there is a feasible starting point from which we can complete the entire route without running out of gas. We can leverage a greedy approach given that there is a guarantee of a unique solution or no solution.Approach:
- Total Balance Check : If the total amount of gas is greater than or equal to the total cost, it implies that there is enough gas to complete the journey, but we need to identify the correct starting point.
- Current Balance Check : Track the current balance of gas while iterating through the stations. Whenever the gas balance falls below zero, that means the current starting point is not viable; thus, the next station should be considered as a new starting point.
- Iterate Through Stations : Maintain two variables: one for accumulating the total gas surplus (to confirm the feasibility of traveling the entire route), and another for tracking the surplus at any given point to identify the viable starting station.
- Initialization :
- Initialize variables for total gas surplus, current gas surplus, and the starting station index.
- Iterate Over Stations :
- For each station, update the total and current gas surplus by subtracting the cost from the available gas.
- If at any point the current gas surplus is negative, reset it to zero and set the starting station to the next station (current index + 1).
- Check Feasibility and Return Result :
-
After the loop, if the total gas surplus is non-negative, the journey is feasible starting from the identified starting station. Otherwise, return
-1
Detailed Steps in Pseudocode:
Pseudocode
Here is the final pseudocode with comments:
# Function to determine the starting gas station index
# or -1 if the route is not possible
function canCompleteCircuit(gas, cost):
# Initialize the total tank and current tank to 0
total_gas_surplus = 0
current_gas_surplus = 0
starting_station = 0
# Iterate through each station
for station_index from 0 to len(gas) - 1:
gas_balance = gas[station_index] - cost[station_index]
# Update total gas surplus
total_gas_surplus += gas_balance
# Update current gas surplus and check if it becomes negative
current_gas_surplus += gas_balance
# If current gas surplus is negative
if current_gas_surplus < 0:
# Reset current gas surplus
current_gas_surplus = 0
# Update the starting station to the next station
starting_station = station_index + 1
# After the loop, check if the total gas surplus is non-negative
if total_gas_surplus >= 0:
return starting_station
else:
return -1
Detailed Breakdown:
- Initialization :
-
total_gas_surplus
-
current_gas_surplus
-
starting_station
- Iteration Over Stations :
-
For each station, calculate the gas balance (
gas_balance
-
Update the
total_gas_surplus
-
Update the
current_gas_surplus
- Feasibility Check :
-
After completing the loop, determine if the journey is possible by checking if
total_gas_surplus