• DocumentCode
    518926
  • Title

    Tour route planning multimedia system with particle swarm optimization designed

  • Author

    Chen, Ruey-Maw ; Yan, Ah-Taur ; Lin, Chung-Hsien

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., NCUT, Taichung, Taiwan
  • fYear
    2010
  • fDate
    11-13 May 2010
  • Firstpage
    725
  • Lastpage
    730
  • Abstract
    This work suggests an adaptive tour route planning multimedia system designed to meet the needs of different tourists. Tour route planning is a `traveling salesman problem´ (TSP) type problem. TSP is an example of a combinatorial optimization problem and is known as NP-hard. As studied by many researchers exact, heuristic (approximation) and meta-heuristic algorithms are usually applied for NP problems. A promising meta-heuristic algorithm is proposed to solve the tour route planning problems which involves minimization of total traveling time, total travel expenses or the combined total traveling time and expenses. Moreover, a simple exchange local search heuristic is also applied to increase the exploitation (intensification) competence of the scheme. Restated, finding out the optimal planned tour using particle swarm optimization and increasing performance by exchange heuristic scheme is suggested. Simulation results indicate the PSO with exchange heuristic designed provides a promising strategy, and is efficient for solving tour route planning problems.
  • Keywords
    computational complexity; minimisation; multimedia systems; particle swarm optimisation; search problems; transportation; travelling salesman problems; NP-hard; combinatorial optimization problem; local search heuristic; metaheuristic algorithm; multimedia system; particle swarm optimization; total travel expenses; total traveling time minimisation; tour route planning; traveling salesman problem; Approximation algorithms; Computer science; Cost function; Design engineering; Meeting planning; Minimization methods; Multimedia systems; Optimization methods; Particle swarm optimization; Traveling salesman problems; Tour route; exchange heuristic; optimization; particle swarm optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    New Trends in Information Science and Service Science (NISS), 2010 4th International Conference on
  • Conference_Location
    Gyeongju
  • Print_ISBN
    978-1-4244-6982-6
  • Electronic_ISBN
    978-89-88678-17-6
  • Type

    conf

  • Filename
    5488521