[Part 11 of 12: 1) The science of the artificial 2) function, behaviour structure 3) form follows function, 4) no function in structure, 5) the medium is the message 6) types and schemas 7) aesthetics: attractive things work better 8) managing (great) expectations 9) colour 10) styles and standards 11) design solution spaces 12) conclusions]
The artificial intelligence community views a design space as something to explore as it if is a mountain or a wilderness. A space may be incomplete or the domain knowledge uncertain and this is reflected in the names of search techniques: hill climbing, branch-and-bound, hunter gatherer.
Fabulously nowadays we have massive computing power which can help us search through big data sets or solution spaces. However, in the broadest terms when we are looking at a solution space we are hoping to manage it by the following:
With constraints, we introduce boundaries which may potentially the number of solutions. It is this tension which can cause wonderful solutions such as when artists obey the haiku rules of 17 syllables: three lines of five, seven, and five syllables, to give us pared back poetry.
We can also introduce constraints by fixation on one thing such as cost, or efficiency and then we can see what solutions are possible.
Otherwise, we can use a more exploitative exploitation approach of what-if. What if we place an excessive load on this bridge? What happens then? Does the solution still work? What will we need to change to get it work?
Transformation, combination and exploration
Inside the solution space we synthesise and analyse by using some of the ideas this series has explored. We map our types and schemas or our models of aesthetics and affordances and link our function to our behaviour and then structure. But, when all else fails we can remove the constraints or even remove the boundaries or the domain knowledge which can lead us to moving outside the context.
Thinking outside the box
Sometimes designers do this on purpose, other times like the post-it note, new ideas are serendipitously discovered. SMS texting was originally invented for engineers to communicate with each other whilst working on mobile technology. Who could have anticipated that a tool which made engineers’ lives easier would appeal to mobile phone users as a cheap and cheerful way of communicating instead? The same happened to post-it notes, once the context of inventing glue was removed, the user was free to think of it as a really cool book mark.
With a solution space we can define what we are looking at, and what we are looking for, and then should we decide we want to look at it differently, or look elsewhere then we have a map and a plan, which is what all humans like to have in this information overloading world of ours.