Path Planning Algorithm for Transportation Networks with Turn Penalties and Obstacles / 二維格狀運輸網路中具有轉彎加權之最佳路徑規劃

碩士 / 國立海洋大學 / 電機工程學系 / 90 / Abstract
A path with minimum turns is important for transportation planning, as turns usually incur extra cost, be it time or fuel. In this thesis, we first propose a minimum-turn path-finding algorithm capable of finding a path with minimum turns in rectangular grids.
However, a path with minimum turns may not always be desirable, since decreasing the number of turns usually means increasing the path length. Also, an algorithm for finding a minimum-cost path considering simultaneously two or more factors is, by nature, an NP-complete problem. We solve the minimum-cost path-finding problem with a two-stage approach. First, we use Kirby’s pseudo-network to reconstruct a mesh. This transforms the mesh into a directed graph. Then, we adopt a modified, thus, more efficient, Dijkstra’s algorithm to find the minimum-cost path.
Both path-finding algorithms developed in this thesis achieve O(N) time complexity and are optimal as well.
Keywords: Shortest path, mesh, Lee’s shortest path connection algorithm,
Dijkstra’s algorithm, minimum-cost path algorithm, minimum-turn
path algorithm.

Identiferoai:union.ndltd.org:TW/090NTOU0442004
Date January 2002
CreatorsHsieh Hsiao Chi, 謝效輯
ContributorsShao-Wei Jan, Gene Eu Jan, 呂紹偉, 詹景裕
Source SetsNational Digital Library of Theses and Dissertations in Taiwan
Languagezh-TW
Detected LanguageEnglish
Type學位論文 ; thesis
Format32

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