Multi-objective Management in Freight Logistics : Increasing Capacity, Service Level and Safety with Optimization Algorithms

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Multi-objective Management in Freight Logistics : Increasing Capacity, Service Level and Safety with Optimization Algorithms

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  • 製本 Paperback:紙装版/ペーパーバック版/ページ数 206 p.
  • 言語 ENG
  • 商品コード 9781849967969
  • DDC分類 600

Full Description


Thecontentofthisbookismotivatedbytherecentchangesinglobalmarketsandthe availability of new transportation services. Indeed, the complexity of current supply chains suggests todecision makers in logisticsto work witha set ofef?cient (Pare- optimal) solutions, mainly to capture different economical aspects that, in general, one optimal solution related to a single objective function is not able to capture - tirely. Motivated by these reasons, we study freight transportation systems with a speci?c focus on multi-objective modelling. The goal is to provide decision m- ers with new methods and tools to implement multi-objective optimization models in logistics. The book combines theoretical aspects with applications, showing the advantages and the drawbacks of adopting scalarization techniques, and when it is worthwhile to reduce the problem to a goal-programming one. Also, we show - plications where more than one decision maker evaluates the effectiveness of the logistic system and thus a multi-level programming is sought to attain meaningful solutions. After presenting the general working framework, we analyze logistic - sues in a maritime terminal. Next, we study multi-objective route planning, relying on the application of hazardous material transportation. Then, we examine freight distribution on a smaller scale, as for the case of goods distribution in metropolitan areas. Finally, we present a human-workforce problem arising in logistic platforms. The general approach followed in the text is that of presenting mathematics, al- rithms and the related experimentations for each problem.

Contents

IntroductionMulti-objective OptimizationMaritime Freight LogisticsHazardous Material Transportation ProblemsCentral Business District Freight LogisticHeterogeneous Staff Scheduling in Logistic PlatformsAppendix A: AMPL Code: The Container Allocation ProblemAppendix B: AMPL Code: The Inspection Scheduling ProblemAppendix C: Code in the C Language: The Iterative Penalty Method AlgorithmAppendix D: Code in the C Language: The P-Dispersion Algorithm

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