Development of spatial scheduling expert systems = 공간 일정계획 전문가시스템의 개발에 관한 연구

In large-scale industries like shipbuilding, aircraft manufacturing, and construction, the work-in-process subassemblies as well as assemblies are usually very heavy and bulky assemblies, it is necessary to employ expensive material handling equipment like cranes and work plates. Since the space equipped with such facilities is usually limited and bottlenecked, the scheduling needs to consider spatial resources, as well as more traditional resources such as like manpower and machinery. We call this type of scheduling Spatial Scheduling. As the term implies, spatial scheduling pursues the optimal dynamic spatial layout schedule which can also satisfy traditional scheduling constraints. As a prior research for spatial scheduling, we study orientation-fixed convex polygon layout problem considering spatial scheduling context. The Feasible Locatable Space is computed using the configuration space approach. To extract a set of meaningful points out of the continuous space, we define Distinctive Locatable Point Set which consists of the vertices of the feasible locatable space. Theoretically speaking, the Distinctive Locatable Point Set is not sufficient search space, but it has empirically provided very satisfactory locations with the advantage of computational efficiency in shipbuilding domain. Given the search space, we propose four positioning strategies - Maximal Remnant Space Utilization Strategy, Maximal Free Rectangular Space Strategy, Initial Positioning Strategy, and Edging Strategy - and incorporate them into a composite positioning algorithm which applies the strategies contingently according to the situation. During the research on spatial scheduling, we investigate the Sufficient Search Space to reduce the search space to tractable and effective one. We prove the two theorems on the sufficient search space in rectangle layout and arbitrary-shaped object layout respectively. In rectangle layout, the Convex Vertex Set of the Feasible Locatable Space is pr...
Advisors
Kim, Se-HunresearcherLee, Jae-Kyuresearcher김세헌researcher이재규researcher
Publisher
한국과학기술원
Issue Date
1995
Identifier
101804/325007 / 000925239
Language
eng
Description

학위논문(박사) - 한국과학기술원 : 경영과학과, 1995.8, [ viii, 103 p. ]

Keywords

Spatial Reasoning; Spatial Layout; Spatio-Temporal Layout; 일정계획; 전문가시스템; 공간 추론; 공간 배치; 시공간 배치; Scheduling; Expert Systems

URI
http://hdl.handle.net/10203/43763
Link
http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=101804&flag=t
Appears in Collection
MG-Theses_Ph.D.(박사논문)
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