Our purpose is to defer the task of globally classifying terms and relationships.
In this paper, we assume that agents individually face abductive or inductive tasks in a globally coherent environment, and we show that general mechanisms can be designed that abstractly regard both cases as special instances of a problem of hypothesis refinement through propagation.
Conservation of plant diversity is a massive task if viewed globally, but the combination of a well-designed and well-managed protected area system and ex situ gap-filling and back-up should work anywhere.
Several speakers proposed a Secretary of Manufacturing or US Development Board, with Vice President as Chair and myriad agencies represented, tasked with looking globally at our needs and coordinating our response.
That is why we have proposed the establishment of an International Emission Reference Scenario Coordination Centre (IERSCC), specifically tasked to establish globally consistent national reference emission scenarios based on standardized and consistent data and algorithms, according to the outcomes of the continuing REDD negotiations under the UNFCCC.
As the task of finding the globally optimal element is often intractable, many practical learning systems instead hill-climb to a local optimum.
The Anthropocene Working Group of the International Committee on Stratigraphy, which is tasked with identifying a globally synchronous marker to define the stratigraphic base of the 'age of humankind', is considering the 'plutonium spike' as a primary candidate.
Once amassed, datasets could be improved with technological checks to flag implausible values as well as feedback and follow-up by the entities tasked with collecting data globally (WHO and UNICEF, for example).
Information stored in the cloud by the finance, healthcare, government sectors, etc. makes it all the more challenging since such tasks are to be handled globally.
We present results from experiments in which a genetic algorithm (GA) is used to evolve 2D cellular automata (CA) to perform a particular computational task ("density classification") that requires globally coordinated information processing.
