• Title/Summary/Keyword: Decision-support

Search Result 2,917, Processing Time 0.031 seconds

A Case-based Decision Support Model for The Semiconductor Packaging Tasks

  • Shin, Kyung-shik;Yang, Yoon-ok;Kang, Hyeon-seok
    • Proceedings of the Korea Inteligent Information System Society Conference
    • /
    • 2001.01a
    • /
    • pp.224-229
    • /
    • 2001
  • When a semiconductor package is assembled, various materials such as die attach adhesive, lead frame, EMC (Epoxy Molding Compound), and gold wire are used. For better preconditioning performance, the combination between the packaging materials by studying the compatibility of their properties as well as superior packaging material selection is important. But it is not an easy task to find proper packaging material sets, since a variety of factors like package design, substrate design, substrate size, substrate treatment, die size, die thickness, die passivation, and customer requirements should be considered. This research applies case-based reasoning(CBR) technique to solve this problem, utilizing prior cases that have been experienced. Our particular interests lie in building decision support model to aid the selection of proper die attach adhesive. The preliminary results show that this approach is promising.

  • PDF

Development of a Decision Support System for Estimation of Transportation Cost of 3PL Provider (3PL 업체의 기업물류 운송비용 산정을 위한 의사결정 지원시스템 개발)

  • Choi, Jiyoung;Lee, Sangrak;Lee, Kyungsik;Lee, Jeong-hun
    • Korean Management Science Review
    • /
    • v.34 no.1
    • /
    • pp.1-13
    • /
    • 2017
  • The percentage of 3PL (Third-party Logistics), which uses third party businesses to outsource elements of the company's distribution and fulfillment services, is increasing steadily. To provide 3PL service to the customers, it is needed to estimate the total transportation cost and propose the unit cost to the customers. In this paper, we develop a decision support system for estimation of transportation cost of 3PL provider considering various transportation services, such as direct transportation, multi point visiting transportation, and cross docking. The system supports route planning of vehicles by using algorithms based on tabu search and dynamic programming.

A Decision Support System for the Operations of Vending Machine Supply Chains in a Green Logistics Environment (녹색물류 환경에서 자판기 공급사슬 운영을 위한 의사결정지원시스템의 개발)

  • Park, Yang-Byung;Yoon, Sung-Joon
    • IE interfaces
    • /
    • v.25 no.3
    • /
    • pp.338-346
    • /
    • 2012
  • Regarding the green environment, it is important to boost the spread of environmentally friendly vending machines and to operate the vehicles for their inventory replenishments while minimizing emissions of greenhouse gases. In general, the vending machine management company lacks capability to operate the supply chain effectively in an integrated way under the dynamic, complex, and stochastic environment. This paper presents a decision support system, termed DSSVM, for the operations of the general and smart vending machine supply chains with stock-out-based, one stage item substitution in a green logistics environment. The DSSVM supports the estimation of item demand and substitution probabilities, determination of operation parameters, supply chain analysis, what-if analysis, and $CO_2$ analysis for which various analytical models are employed.

Decision Support Tool for Evaluating Push and Pull Strategies in the Flow Shop with a Bottleneck Resource

  • Chiadamrong, N.;Techalert, T.;Pichalai, A.
    • Industrial Engineering and Management Systems
    • /
    • v.6 no.1
    • /
    • pp.83-93
    • /
    • 2007
  • This paper gives an attempt to build a decision support tool linked with a simulation software called ARENA for evaluating and comparing the performance of the push and pull material driven strategies operating in the flow shop environment with a bottleneck resource as the shop's constraint. To be fair for such evaluation, the comparison must be made fairly under the optimal setting of both systems' operating parameters. In this study, an optimal-seeking heuristic algorithm, Genetic Algorithm (GA), is employed to suggest a systems' best design based on the economic consideration, which is the profit generated from the system. Results from the study have revealed interesting outcomes, letting us know the strength and weakness of the push and pull mechanisms as well as the effect of each operating parameter to the overall system's financial performance.

A Prototype International Group Decision Support Systems (인터내셔날 그룹의사결정 지원시스템 초기모형)

  • Park, Heung-Guk
    • Asia pacific journal of information systems
    • /
    • v.3 no.1
    • /
    • pp.125-154
    • /
    • 1993
  • Almost all result for group decision support systems (GDSS) have been obtained in a United States context, based on conventions and culture of American group processes. This paper reports on the construction and testing of a prototype GDSS to support international negotiation. The system was shown to work and to provide gains in both the quality of the interaction and the attitude toward the decision reached. Although the prototype system is narrow in scope, focusing on two specific cultures and a single scenario and uses simple and limited technology, the results obtained suggest that computer-based intercultural GDSS can help people in staving focused, in managing the added complexity of multinational negotiation, and in interacting effectively with one another.

  • PDF

Space Optimization for Warehousing Problem: A Methodology for Decision Support System

  • Murthy, A.L.N.
    • Management Science and Financial Engineering
    • /
    • v.18 no.1
    • /
    • pp.39-48
    • /
    • 2012
  • This article presents a way of tackling a special class of space optimization problems that arise in a number of practical applications in industry and elsewhere. It presents an elegant solution to a problem that was considered by (Das, 2005) in optimizing storage space in warehouse of a footwear manufacturing company. In (Das, 2005), the problem was formulated as a nonlinear programming problem. In this article, it is shown that the problem can be formulated as a generalized transportation problem which is a special case of generalized network flow problems. Further, an elegant scheme is devised to handle the dynamic situation of warehousing problem which can be easily translated into a decision support system for the warehouse management system. Also, the article points out certain obscurities and gaps in (Das, 2005).

A Clinical Decision Support System for Diagnosis of Hearing Loss (청각장애 진단을 위한 의사결정 지원체계 개발에 관한 연구)

  • Chae, Young-Moon;Park, In-Yong;Jung, Seung-Kyu;Chang, Tae-Young
    • Journal of Preventive Medicine and Public Health
    • /
    • v.22 no.1 s.25
    • /
    • pp.57-64
    • /
    • 1989
  • A decision support system (DSS) was developed to support doctor's decision-making in diagnosing hearing loss. The final diagnosis encompassed 41 diseases with the problem of hearing loss. The system was developed by integrating model-oriented DSS technique and artificial intelligence technology. The system can be used as both diagnosis tool and teaching tool for medical students. Furthermore, the AI technology obtained from this study may also be used in developing DSS for hospital management.

  • PDF

Collaboration Management Architecture of construction process for Decision Support based on PLM (Project Life-cycle Management) (PLM 기반의 건설프로세스 의사결정을 위한 협업관리체계 개발)

  • Lim, Hyoung-Chul;Choi, Cheol-Ho;Chin, Sang-Yoon;Kim, Jae-Jun;Lee, Kwang-Myung;Yoon, Su-Won
    • Proceedings of the Computational Structural Engineering Institute Conference
    • /
    • 2007.04a
    • /
    • pp.165-169
    • /
    • 2007
  • In order to develop VirtuAlmighty system, CPDM (construction project data management) and CPLM (construction project lifecycle management) model must be settled beforehand. Because most of information systems based on 3D-Design have its own database and business process. So, our team will develop collaboration management architecture of construction process for Decision Support based on PLM (Project Life-cycle Management). This architecture with business processes and Database can be used in process develop, process monitoring with many stakeholders of project, process change management, and so on.

  • PDF

Smart Cargo Monitoring System Based on Decision Support System for Liquid Carrier Tanker

  • Kim, Youn-Tae;Baek, Gyeong-Dong;Jeon, Tae-Ryong;Kim, Sung-Shin
    • International Journal of Fuzzy Logic and Intelligent Systems
    • /
    • v.8 no.2
    • /
    • pp.140-145
    • /
    • 2008
  • In this paper, we constructed the advanced cargo monitoring system for liquid cargo tankers which embedded the Decision Support System (DSS) based on the International Ship Management Code (ISM Code). To make this system, we first organized a base of expert's knowledge concerning liquid tanker operations that largely affect ocean accidents. We can find out the knowledge via inference method which simply imitates the fuzzy inference method. Based on this expert's knowledge, we constructed the DSS that provides a code of conduct for operating cargo tanks safely. The proposed monitoring system could eliminate human error when confronting dangerous situations, so the system will help sailors to operate cargo tanks safely.

Vertical Handoff Decision System based on Support Vector Machine

  • Oh, Ryong;Yu, Jae-Hak;Kim, Tae-Sub;Lim, Chi-Hun;Ryu, Seung-Wan;Cho, Choong-Ho
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.36 no.7B
    • /
    • pp.771-779
    • /
    • 2011
  • It is expected that many heterogeneous wireless systems, such as 3GPP LTE systems, WiMAX systems and WLAN systems, will coexist in the next generation wireless communication environments. Integrated radio resource management and seamless vertical handoff (VHO) should be supported to provide integrated communication services over multi-radio access networks. A new class of adaptive VHO system that views the handoff problem as a pattern recognition problem is proposed. In this paper, we propose a unified radio resource management (URRM) architecture and Support Vector Machine (SVM) based vertical handoff decision system. Extensive simulation studies show the proposed VHO algorithm outperforms RSS based VHO algorithms in terms of throughput and service cost.