Miner health assessment method and system
A health assessment and health management system technology, applied in the field of human health management, can solve the problem of insufficient accuracy of data processing results, and achieve the effects of improving efficiency and reliability, reducing complexity, and speeding up learning.
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Embodiment 1
[0074] In the step S1, the miner health management system is composed of basic information management, physical examination item management, health data collection, information query, data processing analysis, and system management.
Embodiment 2
[0076] In the step S2, P health-related physiological parameter data of pneumoconiosis, vibration disease, noise-induced deafness, occupational poisoning, and healthy miners are collected. The health-related physiological parameter data includes weight, vital capacity, electrocardiogram, brain electricity, Myoelectricity, heart rate, blood sugar, blood pressure, blood oxygen, urine routine, body temperature, uric acid, cholesterol, mental stress and fatigue.
Embodiment 3
[0078] The step S3 adopts the ABC-RS algorithm to perform attribute reduction on the original miner health data, and the specific steps are as follows:
[0079] S31: Construct a decision table system S=(U,A,V,F), U is the universe of discourse, A=C∪D, A is the attribute set, C is the condition attribute, D is the decision attribute; the output is the decision table system S = A relative reduction of (U,A,V,F);
[0080] S32: Calculate the positive area POS of S with respect to the attribute set A A (D), that is:
[0081] POS A (D)=∪ X∈U / D IQ
[0082] In the formula, IQ is the lower approximation of the attribute subset I;
[0083] S33: Initialize the reconnaissance bee colony size W, follow the bee colony size W, the number of iterations is n, and the number of food sources for the bee colony is n;
[0084] S34: The reconnaissance bee searches for honey sources, and randomly generates W honey source positions x(i) (i=1, 2,...,W);
[0085] S35: The detective bee becomes the leading bee, le...
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