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Guestrin and Gordon [14] proposed a distributed planning algorithm in hierarchical factored MDPs that solves large decision problems by decomposing them into sub-decision problems (subsystems).
And even when that is possible, it is not always clear which sub-decisions are the culprits.
The questions and sub-decisions multiply like parasites because there are no clear principles guiding each decision (e.g. minimize costs and travel times).
As of 2015 the current installation of KnowSEC includes articles for about 13,400 substances having about 76,000 documented (sub- decisions.
It takes careful work to comb through millions of sub-decisions to figure out why the algorithm reached the conclusion it did.
Bayesian probability computations are employed to evaluate the accuracies of sub-decisions, which are utilized in estimating the probability of the fused decision.
Sub-decisions are made based on associated component feature sets derived from the endoscopic images and predefined algorithms, and subsequently fused to classify the patient state.
With knowledge of a suggested or average budget, employees can compare potential purchases with ease and make their decision without suffering from uncertainty, endless sub-decisions and the accompanying ego depletion.
The inference of the property is then based on a complex decision process, where often partial sub-decisions are aggregated into a final decision whether to derive a specific property [15].
The first step of the AHP is to compose a hierarchical structure, including the objective, the main and sub-decision criteria and the alternatives.
A number of sub-decisions lead to different alternatives.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com