Multi-Objective Optimization Path of Countermeasure Research on High-Quality and Balanced Development of Compulsory Education in Hebei Province in the Context of Digital Era

Figure 1.

Figure 2.

Figure 3.

Compulsory education high-quality balanced development level statistics

	I level	II level	III level	IV level	max	J0
Student character	-0.1627	-0.1375	-0.1416	0.14934	0.14934	IV
Academic development	-0.1631	-0.1485	0.1175	-0.1093	0.1175	III
Physical and mental health	-0.1522	-0.1329	0.0273	-0.1432	0.0273	III
Labor practice	-0.1608	0.0516	-0.1327	-0.0728	0.0516	II
Class burden	-0.2084	0.1185	-0.2375	-0.1156	0.1185	II
Obligation education quality balanced development level	-0.1816	-0.1693	0.1457	-0.0718	0.1457	III

Obligation education quality evaluation index

Primary indicator	Index weight	Secondary indicator	Index weight	Tertiary index	Index weight
Student character	0.262	Patriotic thought	0.392	National identity	0.282
				Cultural confidence	0.401
				Red inheritance	0.317
		Personal character	0.349	Respected teacher	0.250
				solidarity	0.248
				Care about the collective	0.311
				Take responsibility	0.191
		Behavior specification	0.259	Be willing to dedicate	0.415
				civility	0.585
Academic development	0.208	Knowledge skill	0.458	Self-study ability	0.302
				Academic performance	0.351
				Degree of progress	0.339
				Independent thinking	0.347
		Thinking application	0.542	Logical analysis	0.236
				critique	0.208
				Cooperative inquiry	0.193
				Innovative application	0.200
				Self-reflection	0.163
Physical and mental health	0.212	Physical health	0.375	Physical achievement	0.390
				Sports participation	0.290
				Team collaboration	0.32
		Mental health	0.368	Negative frequency	0.458
				Perseverance	0.542
		Aesthetic ability	0.257	Discovery and feeling	0.225
				Appreciation and acceptance	0.217
				Aesthetic feeling	0.558
Labor practice	0.114	Campus labor	0.423	Campus culture	0.324
				Labor participation	0.420
				Service awareness	0.256
		Social practice	0.577	Communication ability	0.295
				Organizational ability	0.208
				Coordination ability	0.365
				Decision-making ability	0.132
Class burden	0.204	Learning time	0.342	Class time	0.38
				Operating time	0.340
				Sleep time	0.28
		Class quality	0.320	Test difficulty	0.38
				Course difficulty	0.358
				Study burden	0.262
		Academic pressure	0.338	Learning heat	0.568
				Degree of anxiety	0.432

2021-2023 the education department of education (Unit: Ten thousand, data from Hebei Provincial Bureau of Statistics)

	2021	2022	2023
Primary education	21386.67	22405.48	33476.93
Junior high school education	3338.56	3568.12	3714.22
Education expenditure	38997.97	43076.67	52984.67

The basic situation of the education in the n district of 2021-2023(Data from Hebei Provincial Bureau of Statistics)

Year	Number of primary schools	Middle school number	Primary and secondary school students	The number of teachers and staff in the middle and middle schools
2021	23	6	41768	2473
2022	26	8	42732	2514
2023	28	8	47129	2579

Resource allocation optimization results

	T	M	S	F	E	B	X	Y
N201	3137	2826	1834	15713	21415	2106415	1419408	335541
N202	2453	1933	1782	14532	19804	2105982	1313308	324141
N203	2425	2318	1564	12102	16492	1708937	1095292	245908
N204	3990	3760	3065	19809	27001	3239380	1796568	396636
N205	1575	1755	1183	6280	8552	1035996	550243	139739
N206	1976	2024	1501	10111	13775	1494034	914792	275026
N207	2452	2552	2122	10342	12798	1699035	935224	294530.7
N208	3423	2414	2145	17529	23891	2237543	1580571	196850
N209	2671	2720	2242	12451	16967	1842725	1115393	377071.7
N210	4920	4882	2991	24510	33412	3492163	2218375	549728.9
N211	994	1122	830	4959	6751	830967	445009	194418.9
N212	6039	5589	3736	30653	41788	4309723	2792998	584552
N213	2215	2274	1807	10964	14940	1958336	994585	280907
......

Resource allocation for districts and counties in hebei province

	P	T	M	S	F	E	B	X	Y
N201	47570	2734	2635	1270	11354	11302	1832575	551008	303737
N202	43990	1874	1742	1396	9029	14287	1861022	553448	179275
N203	36630	2096	2053	1569	7454	9256	1386347	444442	144412
N204	59983	3872	3684	3070	18097	23506	3239138	1357278	356248
N205	18985	1581	1535	1188	5657	6199	1036003	404803	130597
N206	30594	1862	1780	1506	7389	6917	1420020	761792	275029
N207	28423	2458	2224	2127	10360	6952	1698984	935173	294533
N208	53071	2229	2187	1926	7627	8263	1839493	423821	151134
N209	37685	2677	2550	2247	9850	6249	1607515	742763	377074
N210	74230	4913	4682	2476	16265	22595	3202113	1186425	476525
N211	14984	951	1001	835	3940	5984	830951	377629	194421
N212	92843	5443	5363	3415	21386	40694	3930093	1510748	573971
N213	33181	2199	2132	1812	8414	6808	1958142	865245	280910
......