• 정보처리학회논문지D
• /
• 제11D권3호
• /
• pp.731-740
• /
• 2004

본 논문에서는 상거래에 참여한 구매자와 판매자가 협상을 통하여 서로의 이익을 보장하면서 합의를 도출 할 수 있는 협상 에이전트 시스템을 제안하였다. 제안 시스템은 기존의 협상 에이전트 시스템에 기계 학습을 적용함으로써, 학습 에이전트의 도입이 협상의 효율성에 어떤 영향을 미치는지 고찰하고자 하였다. 구매자 및 판매자 에이전트는 상품의 다중 속성을 고려하여 협상을 수행하며, 구매자와 판매자의 이익은 Multi-Attribute Utility Theory를 이용하여 표현하였다. 본 연구에서 제시된 학습 가능한 협상 에이전트는 Faratin이 제안한 협상 시스템의 제안 생성(counter offer) 과정에 인공신경망을 통한 점진적 학습 기업을 추가함으로써 협상의 효율성을 증가시키는데 목적이 있다. 점진적 학습기법을 이용한 협상 에이전트 시스템의 경우, 동일한 협상 조건 하에서 상대방 제안과의 유사도(similarity)를 바탕으로 제안을 생성하는 기존의 다른 협상 에이전트 시스템과 비교하였을 때 좋은 협상 결과를 보여 주었으며, 협상 수행시간에 있어서는 매우 빠른 성능을 보여주었다. 따라서 협상 결과 및 협상 수행 시간을 동시에 고려하였을 때 기존의 협상 시스템에 비하여 효율적인 협상 능력을 보여 주었다.

• Journal of Electrical Engineering and Technology
• /
• 제4권1호
• /
• pp.55-65
• /
• 2009

Due to the rapid increase of electricity demand, consideration of environmental constraints in optimal power flow (OPF) problems is increasingly important. In Algeria, up to 90% of electricity is produced by thermal generators (vapor, gas). In order to keep the emission of gaseous pollutants like sulfur dioxide (SO2) and Nitrogen (NO2) under the admissible ecological limits, many conventional and global optimization methods have been proposed to study the trade-off relation between fuel cost and emissions. This paper presents an efficient decomposed Parallel GA to solve the multi-objective environmental/economic dispatch problem. At the decomposed stage the length of the original chromosome is reduced successively and adapted to the topology of the new partition. Two subproblems are proposed: the first subproblem is related to the active power planning to minimize the total fuel cost, and the second subproblem is a reactive power planning design based in practical rules to make fine corrections to the voltage deviation and reactive power violation using a specified number of shunt dynamic compensators named Static Var Compensators (SVC). To validate the robustness of the proposed approach, the algorithm proposed was tested on the Algerian 59-bus network test and compared with conventional methods and with global optimization methods (GA, FGA, and ACO). The results show that the approach proposed can converge to the near solution and obtain a competitive solution at a critical situation and within a reasonable time.

• 한국항해항만학회:학술대회논문집
• /
• 한국항해항만학회 2013년도 춘계학술대회
• /
• pp.218-222
• /
• 2013

우리나라와 중국을 비롯한 아시아권과 브라질 칠레 등 남미 간 무역거래량이 지속적으로 증가하고 있으며, 그 주요 품목은 농수산물, 공산품, 광물 등 원자재를 비롯하여 매우 다변화 되고 있는 추세에 있다. 이에 따른 국제물류수단은 주로 항공 및 컨테이너 라이너에 의존하고 있으나 대부분 여러 기항지를 경유하고 있으므로 소요시간이 많이 길고 환적 등 다소 복잡한 수송루트를 거쳐야 하는 애로사항이 있어 화주들이 물류비절감에 애로를 겪고 있다. 이에 본 연구에서는 태평양을 마주하며 대권항법에 따라 지리적으로 인접하고 특히 동북아시아와 남미의 허브로 기능할 수 있는 한국과 에콰도르의 주요 항만을 이용한 두 지역 간의 직항물류망을 개설함으로써 물류에 소요되는 시간과 비용을 절감할 수 있는 방안을 모색해 보고자 한다.

• 대한안전경영과학회지
• /
• 제14권4호
• /
• pp.153-168
• /
• 2012

It has been recognized as an important issue to design optimally a firm's logistics network for minimizing logistics cost and maximizing customer service. It is, however, not easy to get an optimal solution by analyzing trade-off of cost factors, dynamic and interdependent characteristics in the logistics network decision making. Although there has been some developments in a system which helps decision making for logistics analysis, it is true that there is no system for enterprise-wise's on-site support and methodical logistics decision. Specially, E-biz process along with information technology has been made dramatic advance in a various industries, there has been much need for practical education closely resembles on-site work. The software developed by this study materializes efficient algorithm suggested by recent studies in key topics of logistics such as location and allocation problem, traveling salesman problem, and vehicle routing problem and transportation and distribution problem. It also supports executing a variety of experimental design and analysis in a way of the most user friendly based on Java. In the near future, we expect that it can be extended to integrated supply chain solution by adding decision making in production in addition to a decision in logistics.

• International Journal of Computer Science & Network Security
• /
• 제21권9호
• /
• pp.323-331
• /
• 2021

The relevance of the study implies the need to explain the main determinants of environmental policy, allowing countries to converge on a common working basis. The purpose of the research is to explore ways in which the environmental aspects of EU regions and territories can be shaped to apply to domestic environmental policy. A total of 997 representatives from the Ukrainian UTCs, who are involved in local environmental policy, participated in the survey. Results of the research. A hierarchy of regional environmental policy objectives has been identified. Three key principles of eco-policy development have been distinguished. The means of the innovative approach strategy implementation have been outlined (formation of the regional market of environmental services; organization of interaction between environmental agencies and market structures; establishment of environmental funds which finance environmental activities; implementation of the "collateral return" system; formation of a system of benefits and loans to enterprises that successfully implement the environmental policy). The means of the prognostic approach implementation strategy to the development of the region's environmental policy have been determined (the use of an orderly and successful long-term strategy of economic development of the region; obligatory consideration in the mechanisms strategy aimed at improvement of environmental management system of the region, interbranch impact of the projects implemented on the region's ecological situation; taking into consideration the economic and geographical peculiarities of the region, the necessary infrastructure, issues of the territorial location of the large enterprises in the region and their impact on the environment). The means of the traditional approach strategy implementation have been outlined (activity programs focused on solution of specific problems, rather than on the implementation of measures for environmental restoration and enhancement; nature conservation problems have interbranch, interdepartmental character due to unity of the region's ecosystem; tracking complexity of changing conditions (water basins, woodlands, air-mass transport), regional boundaries generally do not coincide with natural ecosystems boundaries). The practical significance of the study lies in providing recommendations for the implementation of certain aspects of Ukrainian UTC's environmental policy.

• International Journal of Computer Science & Network Security
• /
• 제21권7호
• /
• pp.125-132
• /
• 2021

Rapid growth of the higher education role in ensuring the socio-economic and innovative development of the national economy in the context of the development of the information society and the knowledge economy is observed. Achieving positive synergistic effects of the higher education development requires proper funding for university education and research. The existing funding models for national higher education systems in a number of developing countries need modernization in accordance with the modern challenges of economic and innovative development. The purpose of the article is to formulate theoretical - methodological and applied foundations for the development and implementation of the integrated model of the higher education financing under the Quadruple Helix concept. At the center of the developed model are the areas of interaction identified by the authors, namely: Personnel, Science, Management, Innovation, Social area. This made it possible to specify the interests of all stakeholders and orient the activities of higher education institutions to the satisfaction of these interests. Effective implementation of the integrated Model of the higher education financing requires increasing the level of investment attractiveness and practical value of university research; activation of innovative development of enterprises; state stimulation of business participation in university research and education; harmonization of current legislation with EU standards. Implementation of the Model will diversify sources of funding for universities, increase their level of economic security and achieve integrated synergies from the interaction of universities, business, government and the public (as the main stakeholders within the Quadruple Helix concept).

• International Journal of Computer Science & Network Security
• /
• 제22권2호
• /
• pp.47-56
• /
• 2022

The article defines the principles of formation of digital marketing strategy of enterprises in the conditions of intensification of competition on the international market. The stages of development of digital marketing strategy of enterprises in the conditions of intensification of competition in the international market are substantiated, which includes: setting goals, which envisages observance of the principles of SMART-scheme; product or service analysis; monitoring of competitors; analytics of definition and segmentation of the target audience of the enterprise; selection of digital marketing tools and channels for promotion on the international market of products or services; formation of a unique, unique trade offer, selection of indicators for evaluating the effectiveness of digital marketing strategy and its tools. It is proved that according to the principle of SMART method of goal setting it is necessary that the goals have: specificity, measurability, achievability, relevance, achievement of the goal should be limited in time, have specific deadlines. To increase the effectiveness of digital marketing strategy, it is necessary to analyze the internal and external environment using the method of SWOT-analysis, the advantage of which is a comprehensive assessment of the company, competitors and the industry as a whole in the face of competition in the international market. The main indicators of evaluation of the effectiveness of digital marketing strategy in the conditions of intensification of competition on the international market are substantiated.

• International Journal of Computer Science & Network Security
• /
• 제22권1호
• /
• pp.105-112
• /
• 2022

The development and spread of IT-technologies has raised interest in teaching programming pupils. The article deals with problems related to programming and ways to overcome them. The importance of programming skills is emphasized, as this process promotes the formation of algorithmic thinking of pupils. The authors determined the level of pupils' interest to programing learning depending on the age. The analysis has showed that the natural interest of younger pupils in programming is decreasing over the years and in the most productive period of its study is minimized. It is revealed that senior school pupils are characterized by low level of interest in the study of programming; lack of motivation; the presence of psychological blocks on their own abilities in the context of programming; law level of computer science understanding. To overcome these problems, we conducted the second stage of the experiment, which was based on a change in the approach to programing learning, which involved pupils of non-specialized classes of senior school (experimental group). During the study of programming, special attention was paid to the motivational and psychological component, as well as the use of game technologies and teamwork of pupils. The results of the pedagogical experiment on studying the effectiveness of teaching programming for pupils of nonspecialized classes are presented. Improvement of the results provided the use of social and cognitive motives; application of verbal and non-verbal, external and internal means; communicative attacks; stimulation and psychological setting; game techniques, independent work and reflection, teamwork. The positive effect of the implemented methods is shown by the results verified by the methods of mathematical statistics in the experimental and control groups of pupils.

• 한국컴퓨터정보학회논문지
• /
• 제26권12호
• /
• pp.159-168
• /
• 2021

BIM (Building Information Modeling) 데이터는 전 세계 표준에 맞춰 설계 도면을 디지털화시킨 데이터이며, BIM 데이터의 안전한 공유 및 거래를 위해서 블록체인을 활용하기 위한 연구들이 진행되고 있다. 하지만, BIM 데이터의 용량 크기와 블록체인의 기술적 한계로 인해 BIM 데이터를 블록체인에 직접적으로 저장할 방법이 없다. 본 논문에서는 해당 문제점을 해결하기 위해 분산 파일 시스템과 블록체인을 융합하여 BIM 데이터를 저장하는 방안에 대해서 제안한다. 본 논문에서는 BIM 데이터 저장을 위해 두 개의 네트워크 오버레이를 구축하는 방안과 BIM 데이터의 효율적인 검증을 위해서 LOD (Level of Detail)기반의 머클 트리를 생성하는 방안을 제안하였다. 제안된 방식을 블록체인 클라이언트인 베수와 IPFS 클라이언트에 동기화 모듈과 함께 적용하여 BIM 데이터가 정상적으로 저장되는 것을 확인하였으며, 제안된 방식을 통해서 파일 용량이 증가할 때도 처리 속도가 안정적으로 증가한다는 것을 확인하였다.

• 한국항만경제학회지
• /
• 제38권2호
• /
• pp.49-67
• /
• 2022

본 연구는 Diebold and Yilmaz (2012, 2014, 2016)의 분석방법을 적용하여 2007년 7월 19일부터 2022년 3월 31일까지 해상운임지수(BDI, BDTI, BCTI)에너지(원유, 천연가스, 석탄), 곡물(대두, 옥수수, 밀)을 대상으로 연계성을 분석하였다. 본 논문의 주요 분석결과는 다음과 같다. 첫째, 네트워크 분석 결과에 따르면 전체 분석기간의 경우 총 연계성은 20.43%로 측정되어, 해상운임지수와 상품가격 사이에 상호 연관성이 낮은 것으로 나타났다. 또한, 방향 연계성 결과를 살펴보면, 영향력이 가장 큰 변수는 옥수수로 나타났으며, 그 반대로 BDI가 가장 낮은 변수로 나타났다. 마지막으로 시기별로 구분하였을 때, COVID-19 기간에만 BCTI가 주도적인 역할을 하는 것으로 나타났다. 둘째, 표본이동분석결과에 따르면, 총 연계성이 금융위기, 무역전쟁, COVID-19 등과 같이 경제 상황의 변화와 특정 사건이 발생할 때 서로 간의 상호 연관성이 높은 것으로 나타났다.