Transport Demand - Trip Distribution Flashcards

1
Q

What is trip distribution?

A

Where do the trips start and end?

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2
Q

What is the trip matrix?

A
The output of the trip distribution
Two dimensional nxn array
- n  = number of zones in the study area
- rows = trip productions/origins
- columns = trip attractions / destinations 

Tij = trips from zones i to zone j
Seperate matrices by purpose (p) and mode (k)
T^pk subscript ij

Diagonal (Tij) = intra-zonal trips

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3
Q

What is the generalised cost of travel?

A
  • Linear summation of the cost of travel
    (in vehicle time, vehicle operating cost, walking time, waiting time, fares, tolls or parking, interchange penalty and modal penalty)

Weights are used to convert each attribute to appropriate measure of time or money
Varies by mode and time of day

Represents the dis-utility of travel perceived by the trip maker

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4
Q

What is uniform growth factoring? and what are the assumptions for it?

A

Tij = F x tij

Where tij = existing cell value
F = growth factor
Tij = forecast cell value

Assumes uniform growth generally unrealistic (except for short time spans)
Would usually also expect differential growth rates for different parts of the study area

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5
Q

What is singly constrained growth factoring?

A

Information available on the expected change in trips origins or destination
Apply specific growth factors to origin and destination separately

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6
Q

What is doubly constrained growth factoring?

A

Different origin and destination growth rates - application of an average growth rate a poor approximation

Tij = tij x a x b

where a and b are balancing factors

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7
Q

What are some of the limiting factors of growth factoring?

A
  • Need a starting matrix and expected trip growth
  • Dependent upon the accuracy of the starting matrix
  • Suitable only for short term forecasting ( 1-2 years)
  • Zero cells in starting matrix remain zero in forecasting matrix
  • Ignores changes in transport costs
  • Not suitable for the analysis of new models, links, pricing and new zones
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8
Q

What is the gravity model?

A

A model that is used to forecast changes in transport

Tij = aj x bj x f(cij)

where a and b are balancing factors that incorporate trip end estimates
Cij = generalised cost of travel between zones i and j
f(cij) = deterrence function

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9
Q

When is a gravity model appropriate? and what does it rely on?

A

Appropriate when changes in transport supply need to be considered
Does not rely on an existing trip matrix

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10
Q

True or False

In the gravity model, separate trip matrices are required for each mode and purpose.

A

True

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11
Q

What is a skim matrix?

A

A matrix that is analogous to trip tables

  • two dimensional n x n array
  • n = number of zones in the study area
  • cij = generalised cost of travel from zone i to zone j
  • diagonal = intra zonal travel costs
  • separate matrices by mode k cij^k

Produced by skimming the network to determine the cost of travel on the cheapest route from zone i to zone j

May vary by time of day and mode

  • Blended skims: Weighted average travel costs ( over day, over a network) , an approximation of perceived travel costs)
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12
Q

When is a deterrence function used?

A

In gravity model to reflect propensity for cost saving in travel decisions. Once calibrated assumed to hold constant.

  • vary by trip purpose and study area
  • ——-> steeper for compact study areas and discretionary travel

Shape of curve determined through gravity model calibration process

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13
Q

What are the three types of deterrence functions?

A

Power - f(c) = c ^alpha

Exponential - f(c) = e^(ßc)

Gamma - f(c) = (c^ alpha) x (e^ßc)

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14
Q

What is the gravity model calibration process?

A

Inputs - zonal trips production and attractions

  • skim matrix
  • observed trip length frequency distribution

Process:

  1. set initial values of a and b i deterrence function
  2. generate estimated matrix by solving Tij = ai x bj f(cij)
  3. compare observed and estimated average trip lengths
  4. go to step 1 until differences are small
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15
Q

What is matrix furnessing?

A
  1. Set all bj = 1 and calculated values for ai that satisfy trip production
  2. With the latest set of ai, calculate new values for bj that satisfy trip attraction/destination constraints
  3. With the latest set of bj, calculate new values for ai, repeating steps 2 and 3 until the changes are small

Converges to 3-5% of target value within a few iterations

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16
Q

What are the practical considerations that are require for the gravity model?

A

External zones:

  • significant proportion of trips start or end outside the study area
  • cij for such trips essentially undefined
  • appropriateness of a synthetic gravity model for external trips is therefore debatable
  • solutions include: surrounded study area wiht a coarser buffer network and deal with external trips separately from internal trips

Errors:

  • errors in trips tables produced by synthetic gravity models found be equivalent to 75 to 100% of observed values in individual cells
  • errors tend to cancel out across wider study area
  • produces reasonable estimates of major travel patterns

K factors:

  • fudge factors used to improve model calibration
  • found to increase forecasting errors
  • best solution is not to use them
17
Q

What is the combined trip generation/trip distribution model?

A

Tij = f (Ai, Aj, cij)

Superior than separate trip/generation trip distribution approach

  • requires significantly more data
  • rarely used
18
Q

How are matrices estimated?

A

Use traffic counts as targets which are reproduce by changing the values in the individual cells of the trip matrix

Start with a seed matrix

  • 1/ cij
  • unity matrix if you are desperate
19
Q

What are the pros of matrix estimations?

A
  • simple mechnical process
  • can reproduce observed traffic flows quite well
  • minimal data needed for small areas
20
Q

What are the cons of matrix estiamtions?

A
  • erros from inconsistent traffic count data
  • tend to over estimate short distance trip
  • can only deal with a single trip
  • comparatively weak theoretical basis