Slide-4

 Experiments

Domain:

Design Representation Space:

A small space with only four nominal attributes was used:

A1. Static Character of Joints (3 values)

A2. No. of Bays Occupied by Bracing (3 values)

A3. No. of Vertical Trusses (4 values)

A4. No. of Horizontal Trusses (4 values)

The total number of points in the representation space is 144. It may be insufficient to produce truly novel concepts, but sufficient for the initial experiments.


Imposed Constraints:

1. Do not generate braced frames wider than 1 bay, i.e.

constraint C1 = (A1=3, A2=2), and constraint C2 = (A1=3, A2=3)

2. Do not generate bracings with more than one horizontal truss, i.e.

constraint C3 = (A4=3), and constraint C4 = (A4=4)


Imposed Requirements:

Generate wind bracings with hinged connections with one vertical truss, i.e.

Requirement R1 = (A1=hinged, A3=2)


Results:

Random Generation:

Concept generation was conducted 6 times up to the moment when the first feasible combination of attributes and their values was produced:

A1 = mixed

A2 = 2 bays

A3 = no vertical trusses

A3 = 2 horizontal trusses

It represents a bracing in the form of a system of two rigid frames in the outer bays connected by two horizontal trusses.


Constraints Satisfaction:

First concept generation produced an infeasible combination of attributes and their values, although obviously satisfying the imposed constraints. The second generation, however, produced the following feasible combination:

A1 = hinged

A2 = 2 bays

A3 = 2 vertical trusses

A4 = no horizontal trusses

It represents a wind bracing in the form of two vertical trusses in the outer bays.


Requirements Satisfaction:

Concept generation was conducted one time and a feasible combination of attributes and their values was produced:

A1 = hinged

A2 = 2 bays

A3 = 2 vertical trusses

A4 = 2 horizontal trusses

It represents a bracing in the form of a system of two vertical trusses in the outer bays connected by two horizontal trusses.


Combined Approach:

Concept generation was conducted 1 time, and a feasible combination of attributes and their values was produces:

A1 = hinged

A2 = 2 bays

A3 = 2 vertical trusses

A4 = 2 horizontal trusses

Surprisingly, it is the same bracing as produced in the case of the experiment with the Requirements Satisfaction.