Refactoring class to get rid of switch case

You could do something like this:

public class TransportationCostCalculator {
    Dictionary<string,double> _travelModifier;

    TransportationCostCalculator()
    {
        _travelModifier = new Dictionary<string,double> ();

        _travelModifier.Add("bicycle", 1);
        _travelModifier.Add("bus", 2);
        _travelModifier.Add("car", 3);
    }


    public decimal CostOfTravel(string transportationMethod) =>
       (decimal) _travelModifier[transportationMethod] * DistanceToDestination;
}

You could then load the transportation type and it’s modifier in a configuration file instead of using a switch statement. I put it in the constructor to show the example, but it could be loaded from anywhere. I would also probably make the Dictionary static and only load it once. There is no need to keep populating it each time you create a new TransportationCostCalculator especially if it isn’t going to change during runtime.

As noted above, here is how you could load it by a configuration file:

void Main()
{
  // By Hard coding. 
  /*
    TransportationCostCalculator.AddTravelModifier("bicycle", 1);
    TransportationCostCalculator.AddTravelModifier("bus", 2);
    TransportationCostCalculator.AddTravelModifier("car", 3);
  */
    //By File 
    //assuming file is: name,value
    System.IO.File.ReadAllLines("C:\\temp\\modifiers.txt")
    .ToList().ForEach(line =>
        {
           var parts = line.Split(',');
        TransportationCostCalculator.AddTravelModifier
            (parts[0], Double.Parse(parts[1]));
        }
    );
    
}

public class TransportationCostCalculator {
    static Dictionary<string,double> _travelModifier = 
         new Dictionary<string,double> ();

    public static void AddTravelModifier(string name, double modifier)
    {
        if (_travelModifier.ContainsKey(name))
        {
            throw new Exception($"{name} already exists in dictionary.");
        }
        
        _travelModifier.Add(name, modifier);
    }
    
    public double DistanceToDestination { get; set; }

    TransportationCostCalculator()
    {
        _travelModifier = new Dictionary<string,double> ();
    }


    public decimal CostOfTravel(string transportationMethod) =>
       (decimal)( _travelModifier[transportationMethod] * DistanceToDestination);
}

Edit: It was mentioned in the comments that this wouldn’t allow the equation to be modified if it ever needed to change without updating the code, so I wrote up a post about how to do it here: https://kemiller2002.github.io/2016/03/07/Configuring-Logic.html.