It is easy to see why comparisons with Google are unfair; rather than trying to organise the world's knowledge, Dr Wolfram wants to make it "computable"."Search engines are like a blender," he says.
Likewise, we are now in a position to test Rosen's theories about non-computable network structures, and to search for real biological examples of them.
The computable descriptions of molecules that support search and QSAR are a key area of innovation in chemoinformatics, and the recent success of deep and shallow learning architectures in other fields has sparked interest in representation learning.
In addition, an effective evidence capture system can be used as a mechanism for filtering search results, for establishing computable rules about what data types should be associated with what types of evidence and to flag particular chains of inference that might require further review (e.g. those based purely on computational methods with no experimental verification).
WolframAlpha's approach to making the world's knowledge computable clearly found fans, and showed that the search engine market is less and less about search, but more and more about giving answers and providing decisions, as Wegner put it.
We develop a computable mechanism based on a decentralized local search heuristic combined with simulated annealing, which allows for not only system optimization but also cost allocation.
Most useful to graduate students are the survey papers on computable analysis and biological computing.
Computable functions, Turing degrees, generalized computability and definability.
Fundamental problems in computer science about what is computable by digital machines will change.
In summary, computational science involves working with computable scientific models, which are either constructed from first principles or more frequently as approximations to non-computable models.
A new global stochastic search, guided mainly through derivative-free directional information computable from the sample statistical moments of the design variables within a Monte Carlo setup, is proposed.
