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. 2022 Oct 15:1–29. Online ahead of print. doi: 10.1007/s10479-022-05016-4

Table 8.

ZOGP model formulation of the NIoMT platform

ZOGP model formulation Goal
MinimizeG=P1d1++d2++d3++d4++d5+ P1: Satisfy five mandated resource limitations for the national IoMT platform strategy
P20.0679d6-+0.1157d7-+0.2098d8-+0.1489d9-+0.1695d10-+0.0680d11-+0.1610d12-+0.0591d13- P2: Select the highest weights for the national IoMT platform strategy from the ANP results
P3d14++d14- P3: Use the targeted total cost of 45 million for the IoMT infrastructure in the national IoMT platform strategy selection
Subject to
1500x1+900x2+1000x3+1000x4+800x5+2000x6+1000x7+700x8+d1--d1+=7500 Avoid over-utilizing the maximum system construction cost (NT$) (× NT$10,000)
500x1+300x2+300x3+400x4+400x5+600x6+500x7+400x8+d2--d2+=2000 Avoid over-utilizing the maximum consultant fee (NT $) (× NT $10,000)
1000x1+200x2+1100x3+1100x4+800x5+800x61500x7+600x8++d3--d3+=4800 Avoid over-utilizing the maximum total cost of the IoMT infrastructure (NT $) (× NT $10,000)
25x1+5x2+5x3+10x4+10x5+7x6+15x7+6x8+d4--d4+=55 Avoid over-utilizing the maximum reduction rate of medical staff demand (%)
15x1+3x2+3x3+25x4+3x5+4x6+24x7+5x8+d5--d5+=45 Avoid over-utilizing the maximum improvement rate of the diagnosis efficiency (%)
x1+d6-=1,x2+d7-=1,x3+d8-=1,x4+d9-=1,x5+d10-=1,x6+d11-=1,x7+d12-=1
,x8+d13-=1,x1+x2=1,x3+x4=1,x5+x6=1,x7+x8=1 Select four national IoMT platform strategies
1000x1+200x2+1100x3+1100x4+800x5+800x6+1500x7+600x8+d14--d14+=4500
xj=0or1forj=1,2,3,4,5,6,7,8 Avoid the over- or under-expected targeted total cost of the IoMT infrastructure