• Title/Summary/Keyword: number of possible rules

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Strategies for Evolution in Neural Networks based on Cellular Automata (셀룰라 오토마타 기반 신경 회로망의 진화를 위한 전략)

  • Jo, Yong-Goon;Lee, Won-Hee;Kang, Hoon
    • Proceedings of the KIEE Conference
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    • 1998.07g
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    • pp.2193-2196
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    • 1998
  • Cellular automata are dynamical systems in which space and time are discrete, where each cell has a finite number of states and updates its states by interactive rules among the cell-neighborhood. From the characteristics of self-reproduction and self- organization, it is possible to create a neural network which has the specific patterns or structures dynamically. CAM-Brain is a kind of such neural network system which evolves its structure by adopting evolutionary computations like genetic algorithms (GA). In this paper, we suggest the evolution strategies for the structure of neural networks based on cellular automata.

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A Study of Feature-Based Computer-Aided Inspection Planning System (특징 형상기반의 CAIP에 관한 연구)

  • 윤길상;조명우;이홍희
    • Transactions of the Korean Society of Machine Tool Engineers
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    • v.12 no.5
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    • pp.15-23
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    • 2003
  • A feature-based inspection planning system is proposed in this research to develop more efficient measuring methodology for the OMM(On-Machine Measurement) or CMM(coordinate Measuring Machine) for complicated workpiece having many primitive form features. This paper is proposed solution that optimum inspection sequence of the objective features. The sequences are determined by analyzing the feature information such as the nearest relationship and the possible probe-approach direction(PAD) of the features, and forming feature groups. A series of heuristic rules are developed to accomplish it. Also, each feature is decomposed into its constituent geometric elements for inspection process, and then the number of sampling points, location of the measuring points, optimum probing path are determined.

A Comparative Study on the Appointment of Arbitrator(s) in International Commercial Arbitration (국제상사중재에서 중재인 선정에 관한 비교연구 -국제중재규칙을 중심으로-)

  • Kim, Yong-Il;Ha, Myeng-Keun
    • International Commerce and Information Review
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    • v.8 no.3
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    • pp.207-227
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    • 2006
  • An Arbitration agreement is one kind of contracts between two or more contracting parties; any possible disputes that arise concerning a contract will be settled by arbitration. The parties are free to agree on the number of arbitrators. The role of the arbitrator is so significant in the arbitration system that its success or failure may depend on the credibility of the arbitrator. The purpose of this paper is to examine the specific elements of the Arbitration Clause through arbitration laws, arbitration rules and the related cases, to introduce the standard clause which are recommended by the international institution and the individual countries, and to make the parties of international commercial contracts reflect them in their contracts. Thus this author would like to recommend the famous and well known the Standard Clause which were drafted by international institution such as ICC and UNCITRAL or individual countries.(LCIA, AAA, CIETAC, KCAB)

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A feature based Computer Aided Inspection Planning system (형상기반의 CAIP 시스템 개발)

  • 윤길상;조명우;이홍희
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2002.10a
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    • pp.353-358
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    • 2002
  • A feature-based inspection planning system is proposed in this research to develop more efficient measuring methodology for the OMM (On-machine measurement) for complicated workpiece having many primitive form features. This paper focuses on the development of the CAIP (computer-aided inspection system) methodologies. The optimum inspection sequences for the features are determined by analyzing the feature information such as the nested relations and the possible probe approaching directions of the features, and forming feature groups. A series of heuristic rules are developed to accomplish it. Also, each feature is decomposed into its constituent geometric elements, and then the number of sampling points, the locations of the measuring point, the optimum probing path are determined by applying the fuzzy logic, Hammersley's method, and the TSP algorithm. To verify the proposed methodologies, simulations are carried out and the results are analyzed.

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A Study on the Restoration Aid Expert System for Distribution Networks (배전계통의 복구 지원 전문가 시스템에 관한 연구)

  • Lee, H.J.;Lee, K.S.;Lee, C.K.
    • Proceedings of the KIEE Conference
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    • 2001.07a
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    • pp.3-5
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    • 2001
  • When a fault occurs on distribution network. blackout region may happen, then it should be restored as fast as possible to minimize interruption of electric service. In this paper. A near optimal method to restore distribution network is proposed. For an optimal restoration, the number or switching operations must be minimized. The proposed method generates a general restoration plan for any distribution network fault and designed to reduce switching operations considering available load transfers. In this method overall process time can reduce with heuristic rules, which make a reduction of search space before restoration process. To achieve a near optimal solution, multiple load transfer algorithm is proposed too.

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A new feature specification for vowel height (모음 높이의 새로운 표기법에 대하여)

  • Park Cheon-Bae
    • MALSORI
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    • no.27_28
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    • pp.27-56
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    • 1994
  • Processes involving the change of vowel height are natural enough to be found in many languages. It is essential to have a better feature specification for vowel height to grasp these processes properly, Standard Phonology adopts the binary feature system, and vowel height is represented by the two features, i.e., [\pm high] and [\pm low]. This has its own merits. But it is defective because it is misleading when we count the number of features used in a rule to compare the naturalness of rules. This feature system also cannot represent more than three degrees of height, We wi31 discard the binary features for vowel height. We consider to adopt the multivalued feature [n high] for the property of height. However, this feature cannot avoid the arbitrariness resulting from the number values denoting vowel height. It is not easy to expect whether the number in question is the largest or not It also is impossible to decide whether a larger number denotes a higher vowel or a lower vowel. Furthermore this feature specification requires an ad hoc condition such as n > 3 or n \geq 2, whenever we want to refer to a natural class including more than one degree of height The altelnative might be Particle Phonology, or Dependency Phonology. These might be apt for multivalued vowel height systems, as their supporters argue. However, the feature specification of Particle Phonology will be discarded because it does not observe strictly the assumption that the number of the particle a is decisive in representing the height. One a in a representation can denote variant degrees of height such as [e], [I], [a], [a ] and [e ]. This also means that we cannot represent natural classes in terms of the number of the particle a, Dependency Phonology also has problems in specifying a degree of vowel height by the dependency relations between the elements. There is no unique element to represent vowel height since every property has to be defined in terms of the dependency relations between two or more elements, As a result it is difficult to formulate a rule for vowel height change, especially when the phenomenon involves a chain of vowel shifts. Therefore, we suggest a new feature specification for vowel height (see Chapter 3). This specification resorts to a single feature H and a few >'s which refer exclusively to the degree of the tongue height when a vowel is pronounced. It can cope with more than three degrees of height because it is fundamentally a multivalued scalar feature. This feature also obviates the ad hoc condition for a natural class while the [n high] type of multivalued feature suffers from it. Also this feature specification conforms to our expection that the notation should become simpler as the generality of the class increases, in that the fewer angled brackets are used, the more vowels are included, Incidentally, it has also to be noted that, by adopting a single feature for vowel height, it is possible to formulate a simpler version of rules involving the changes of vowel height especially when they involve vowel shifts found in many languages.

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A Study on Remarshalling for AS/RS Platform Based Container Yard (AS/RS 플랫폼 기반 컨테이너 장치장을 위한 리마샬링에 관한 연구)

  • Kim, Chang-Hyun;Choi, Sang-Hei;Seo, Jeong-Hoon;Bae, Jong-Wook
    • Journal of the Korea Society for Simulation
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    • v.19 no.2
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    • pp.29-41
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    • 2010
  • Due to the recent technological advance, new types of AS/RS which can handle containers are being developed, and it is expected that they will be applied to related industries before long. Some companies and institutes in our country have constructed pilot systems for high-density-high-stacking systems and tested them to develop AS/RS-typed warehouses for containers. Along with this kind of construction efforts, development of rules to operate such systems efficiently and safely is also important. When outward-bound shipment is scheduled in container port, re-marshalling which rearranges containers in the yard to make shipment easy is conducted. In this paper, operating rules for the re-marshalling as well as simulation experiments to evaluate the performance of the rules are presented. We suggested two kinds of alternative sets of operating rules for re-marshalling and described the relevant logics corresponding to all possible cases for each alternative of operating rules. Through various simulation experiments, we found that each alternative has the merits and demerits at the same time and we could not say the one is always superior to the other. As a useful strategy, changing the applying operating rule is recommended from moment to moment depending on the expected number of operations at the landside input/output position.

Development of Expert System for Cold Forging of Axisymmetric Product - Horizontal Split and Optimal Design of Multi-former Die Set - (준축대칭 제품 냉간단조용 전문가시스템 개발 - 다단포머 금형의 수평분할 밀 최적설계 -)

  • Park, Chul-Woo;Cho, Chun-Soo;Kim, Chul;Kim, Young-Ho;Choi, Jae-Chan
    • Journal of the Korean Society for Precision Engineering
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    • v.21 no.9
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    • pp.32-40
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    • 2004
  • This paper deals with an automated computer-aided process planning and die design system by which designer can determine operation sequences even if they have a little experience in process planning and die design for axisymmetric products. An attempt is made to link programs incorporating a number of expert design rules with the process variables obtained by commercial FEM softwares, DEFORM and ANSYS, to form a useful package. The system is composed of four main modules. The process planning and the die design modules consider several factors, such as the complexities of preform geometry, punch and die profiles, specifications of available multi former, and the availability of standard parts. They can provide a flexible process based on either the reduction in the number of forming sequences by combining the possible two processes in sequence, or the reduction of deviation of the distribution on the level of the required forming loads by controlling the forming ratios. Especially in die design module an optimal design technique and horizontal split die were investigated for determining appropriate dimensions of components of multi-former die set. It is constructed that the proposed method can be beneficial for improving the tool life of die set at practice.

An Evaluation of the Accuracy of the Vertical Positioning by Distance Using Network RTK-GPS (Network RTK-GPS를 이용한 거리별 수직위치결정의 정확성 평가)

  • Mun, Du-Yeoul;Lee, Sung-Su;Kim, Myeong-Soo;Shin, Sang-Ho;Baek, Tae-Kyung
    • Journal of the Korean Association of Geographic Information Studies
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    • v.16 no.4
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    • pp.54-63
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    • 2013
  • In this paper, we evaluate the accuracy of the vertical positioning by distance using Network RTK-GPS. The experimental results confirm that Network RTK-GPS method can acquire data quickly and accurately than conventional leveling methods so that the Network RTK-GPS method is a relatively efficient and economical way for the vertical positioning. Results of validation using permanent GPS stations indicate that visible satellites, PDOP, and VDOP are very good for the vertical positioning. Integrated reference points such as U0997 and U0921 are satisfied with 3 ratings in the rules of public leveling and all the rest are proved improper. When the vertical positioning using Network RTK-GPS is implemented, the geoid height of EGM2008 should be applied for leveling. If the number of geodetic satellite are increasing in the near future, the vertical positioning using Network RTK-GPS can be possible in all the range.

Ontology Design of Semantic Case Based Reasoning System for the Share and Exchange of Sub-Cases (세부사례의 공유 및 교환을 위한 시맨틱 사례기반추론 시스템 온톨로지의 설계)

  • Park, Sangun;Kang, Juyoung
    • The Journal of Society for e-Business Studies
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    • v.18 no.4
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    • pp.195-214
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    • 2013
  • Case-based reasoning is a methodology for solving problems more quickly and efficiently by bringing the most similar case of a given problem from past cases and transforming it to fit the current situation. The most important performance indicator of case-based reasoning is the number of cases, so it is difficult to apply the methodology for the area which has not enough cases. In this paper, we proposed a method to exchange cases based on the Semantic Web in order to overcome the problems. Inparticular, we separated cases into sub-cases to make it possible creating new cases by combining the appropriate sub-cases even if there was no proper full case. In order to achieve that, we designed an ontology that connects a case and its sub-cases, represents detailed similarity rules that compare sub-cases, and represents the rules for the combination of sub-cases. Moreover, we designed and implemented a semantic distributed case-based reasoning framework where a case requester can request sub-cases via the Web from case providers and integrates sub-cases into a new case by using the ontology.