共享经济环境下的资源约束Max-NPV多项目调度优化

doi:10.16381/j.cnki.issn1003-207x.2021.2332

Abstract

Abstract:

Significant changes of the allocation of resources have arisen under sharing economy environment： the platform enterprise now matches the member enterprises to the projects’ demands instead of the contractor arranging its own resources. Based on this fact， the resource-constrained Max-NPV multi-project scheduling optimization problem is studied. First， the problem is identified and formulated into a nonlinear integer programming model after abstracting the characteristics of the sharing economy. Then for the NP-hard problem， a simulated annealing algorithm is developed to generate multi-project baseline schedules and corresponding matching schemes. Ultimately， an instance is used to illustrate the problem and a sensitivity analysis of key parameters is conducted. The conclusions are as follows： The total NPV of projects grows with the increase of member enterprises numbers， project deadlines and pay ratio and drops with that of the discount rate. Besides， the increasing number of member enterprises and the extension of project deadlines have a diminishing marginal effect on the NPV， and augment of one will make NPV less sensitive to the other. The quantitative decision support is provided for multi-project scheduling and member enterprises resource allocating under sharing economy environment.

Key words: Max-NPV multi-project scheduling, optimization model, simulated annealing algorithm, sharing economy, resource constraint

CLC Number:

C935

Yidan He,Zhengwen He,Nengmin Wang, et al. Resource-constrained Max-NPV Multi-project Scheduling Optimization under Sharing Economy Environment[J]. Chinese Journal of Management Science, 2024, 32(9): 260-270.

Figures/Tables 9

各类加盟企业数Q^k	净现值 $N P V$	截止日期 $Δ D$	净现值 $N P V$	支付比例 $θ h$	净现值 $N P V$	折现率 $α$	净现值 $N P V$
1	-	-2	113.4437	0.70	113.9938	0.008	113.9938
2	113.9938	-1	113.7892	0.75	114.6824	0.009	110.3686
3	114.4243	0	113.9938	0.80	115.7160	0.010	107.0720
4	114.4258	1	113.9989	0.85	116.8201	0.011	103.9366
5	114.4304	2	114.0153	0.90	118.1477	0.012	100.8900

References 35

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Q^k	1	2	3	4
ΔD^h = -2	-	113.4437	114.3176	114.3347
ΔD^h = -1	-	113.7892	114.4078	114.4014
ΔD^h = 0	-	113.9938	114.4243	114.4258
ΔD^h = 1	-	113.9989	114.4226	114.4173
ΔD^h = 2	-	114.0153	114.4334	114.4347

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Resource-constrained Max-NPV Multi-project Scheduling Optimization under Sharing Economy Environment

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Figures/Tables 9

References 35

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活动参数		0	1	2	3	4	5	6	7	8	9	10	11	12
h=1	类别k	-	1	1	2	3	4	5	6	7	8	9	10	-
	工期d_iq	0	4	7	1	3	5	3	6	5	2	5	4	0
	成本c_iq	0	4	11	5	5	7	9	4	6	4	7	5	0
	挣值w_i	0	8	18	10	9	15	12	9	8	12	10	8	0
h=2	类别k	-	1	2	3	4	5	6	7	8	9	10	-
	工期d_iq	0	3	5	2	3	7	5	2	4	6	3	0
	成本c_iq	0	7	5	4	5	3	6	4	3	8	5	0
	挣值w_i	0	15	8	10	11	7	12	10	8	13	8	0
h=3	类别k	-	1	2	3	4	5	6	7	8	9	-
	工期d_iq	0	2	4	5	3	6	2	4	6	3	0
	成本c_iq	0	5	3	4	6	3	4	2	6	4	0
	挣值w_i	0	9	7	8	10	9	6	5	13	10	0