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基于模糊APACA的多目标团队个性旅游线路设计

张燕君 徐克林

计算机工程与应用2012,Vol.48Issue(35):207-212,6.
计算机工程与应用2012,Vol.48Issue(35):207-212,6.DOI:10.3778/j.issn.1002-8331.1204-0751

基于模糊APACA的多目标团队个性旅游线路设计

Personalized tourist trip design with multi-objective of group members based on fuzzy adaptive and polymorphic ant colony algorithm

张燕君 1徐克林1

作者信息

  • 1. 同济大学机械工程学院,上海201804
  • 折叠

摘要

Abstract

Aiming at the comprehensiveness and complexity of tourist trip design, the concept of personalized tourist trip design is put forward, and corresponding model with multi-objective of group members is developed. Fuzzy triangle function is used to express uncertainty of travel time. According to the characteristics of problems, a modified adaptive polymorphic ant colony algorithm is presented, which can provide Pareto sets for each tourist with the itinerary best suited to their needs. This itinerary can bear in mind the rigid conditions, such as the views opening time and tourists' routing days, along with flexible constraints, such as tourists' wishes and the optimal travelling time of the area. Experiments are designed to evaluate the proposed algorithm compared to genetic algorithm. The results indicate that the proposed algorithm is feasible and valid.

关键词

个性化线路/多目标/旅游收益/自适应多态蚁群算法

Key words

personalized tourist trip/ multi-objective/ gain/ adaptive polymorphic ant colony algorithm

分类

交通工程

引用本文复制引用

张燕君,徐克林..基于模糊APACA的多目标团队个性旅游线路设计[J].计算机工程与应用,2012,48(35):207-212,6.

计算机工程与应用

OACSCDCSTPCD

1002-8331

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