E-dyNSGA-III: A Multi-Objective Algorithm for Handling Pareto Optimality over Time

Table 6

HSR indicator values for the power generation model considering 4 different time windows (standard deviation in parentheses).

Time window (mins)	Feature evaluation (FE)	dyNSGA-III	E-dyNSGA-III
5	500	1.135E-02(1.121E-01)	1.478E-03(4.217E-02)
	1000	2.459E-02(1.882E-02)	3.387E-03(2.217E-02)
	5000	2.617E-01(2.239E-01)	3.214E-02(3.215E-01)
	10000	3.698E-02(3.294E-01)	2.483E-03(2.783E-02)
10	500	2.350E-02(3.583E-02)	3.618E-03(3.297E-02)
	1000	1.884E-01(1.487E-02)	3.506E-02(3.218E-02)
	5000	4.205E-01(3.502E-01)	2.515E-03(2.474E-02)
	10000	3.294E-03(4.215E-02)	2.612E-02(3.217E-02)
15	500	3.195E-02(2.386E-02)	3.598E-02(3.218E-01)
	1000	2.504E-01(3.508E00)	2.579E-02(5.215E-01)
	5000	3.582E-01(2.712E-01)	2.191E-02(2.575E-02)
	10000	2.698E-01(3.583E-02)	1.578E-03(3.215E-02)
30	500	3.195E-01(2.386E-01)	2.185E-03(2.356E-01)
	1000	4.217E-01(3.206E00)	3.219E-02(3.570E-01)
	5000	3.905E-02(2.496E-01)	2.123E-01(4.129E-02)
	10000	2.217E-01(2.486E-01)	4.213E-03(3.298E-02)