Planning for the Ro-Ro and Drayange Transportation Corridor between Shangdong and Liaoning Based on Fuzzy C-Means Clustering

Yang, Guangmin; Chen, Zongxing; Qi, Xu; Jin, Zhihong

doi:10.1061/9780784413753.058

Cited by 1 publication

(2 citation statements)

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“…However, that is not important; what is essential is that these experts and scholars think that the essence of the transportation corridor is the same. After analyzing the literature of different scholars and experts, including but not limited to the literature [26][27][28][29][30][31], the authors summarize these common characteristics of the comprehensive transportation corridor as follows:…”

Section: E Characteristics and Problems Of The Comprehensive Transpor...mentioning

confidence: 99%

“…(1) According to (28), the value intervals of the attributes associated with different transportation modes are shown in Table 5, after the Pareto solutions are obtained using the multiobjective genetic algorithm. e transportation enterprises adjust their attribute values of the transportation mode according to the value range specified in the above table.…”

Section: Operation Suggestionsmentioning

confidence: 99%

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Research on the Coordination Model of Passenger Transportation Mode in the Intercity Comprehensive Transportation Corridor

Liao

2022

Mathematical Problems in Engineering

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At present, the study of comprehensive transportation corridors primarily focuses on the planning and construction of transportation corridors. There are few studies on the coordinated operation of all modes of transportation after the construction of the transportation corridor is completed. Comprehensive transportation corridor takes on the characteristics that the volume of transport demand and supply is large, the number of transportation modes is not only one, and competition among different transportation modes is fierce. In order to prevent unhealthy competition among different transportation modes from disrupting the transportation market, this paper takes the passenger transportation modes within the intercity comprehensive transportation corridor as the studied object and establishes a coordination model for them. The model introduces the disaggregate model as the research theory, takes the quantizable attributes of transportation modes as the decision variables, takes the reasonable distribution of passenger flow among different transportation modes as the objective function, and takes the supply capacity of different transportation modes and the reasonable value range of decision variables as the constraints. This model is a multiobjective nonlinear programming problem. The multiobjective genetic algorithm is designed to solve the model. The real number encoding method is adopted to encode the decision variables; the penalty function method is used to eliminate the solutions that do not meet the nonlinear constraints after crossover and mutation; the repairment algorithm is used to convert the solutions that do not satisfy the linear constraints and bound constraints after crossover and mutation into the feasible region. Pareto optimal solution set is obtained through continuous selection, crossover, and mutation. Finally, a numeric example is made to demonstrate that the method proposed in this paper is effective and feasible.

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Section: E Characteristics and Problems Of The Comprehensive Transpor...mentioning

confidence: 99%

Section: Operation Suggestionsmentioning

confidence: 99%

Research on the Coordination Model of Passenger Transportation Mode in the Intercity Comprehensive Transportation Corridor

Liao

2022

Mathematical Problems in Engineering

View full text Add to dashboard Cite

show abstract

Planning for the Ro-Ro and Drayange Transportation Corridor between Shangdong and Liaoning Based on Fuzzy C-Means Clustering

Cited by 1 publication

References 4 publications

Research on the Coordination Model of Passenger Transportation Mode in the Intercity Comprehensive Transportation Corridor

Research on the Coordination Model of Passenger Transportation Mode in the Intercity Comprehensive Transportation Corridor

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