• Title/Summary/Keyword: Evolution framework

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Framework for Innovative Mechanical Design Using Simulated Emergent Evolution (창발적 기계설계를 위한 컴퓨터기반 프레임워크)

  • Lee, In-Ho;Cha, Ju-Heon;Kim, Jae-Jeong
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.26 no.4
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    • pp.701-710
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    • 2002
  • The framework, described in this paper, involves artificial evolutionary systems that re -produce aimed solutions through a simulated Darwinian evolution process. Through this process the framework designs structures of machines innovatively and emergently especially in the stages of conceptual and basic design. Since the framework simulates the evolution of nature, it inevitably involves processes that converse the natural evolution to the artificial evolution. For the conversion, based on several methods as the building block modeling, Artificial Life, evolutionary computation and the law of natural selection, we propose a series of processes that consists of modeling, evaluation, selection, evolution etc. We have demonstrated the implementation of the framework with the design of multi-step gear systems.

Evolution of Behavioral Logic of Artificial Individuals Using Cell-level Evolution Framework (셀 수준의 진화 프레임워크를 통한 인공개체의 행동로직 진화)

  • Jung, Bo-Sun;Jung, Sung Hoon
    • Journal of the Korean Institute of Intelligent Systems
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    • v.25 no.1
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    • pp.22-28
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    • 2015
  • In this paper, we studied the evolution of behavioral logic of artificial individuals using cell-level evolution framework. We first implemented cell-level evolution framework and then investigated the evolution of behavioral logic that artificial individuals ate foods on the framework. A logic frame for behavioral decisions of artificial individuals was devised and applied to the framework. From extensive tests, we found that most artificial individuals could evolve the behavioral logic that they could eat food in a short generation. It was also confirmed that most behavioral logics showed nearly same behaviors of artificial individuals in most tests. Our method has the differences from existing algorithms using evolutionary algorithms and evolvable hardwares in that it is a basically different approach. These results showed that our framework could be a good tool for investigating the evolution of artificial individuals in a cell-level.

A Framework for Software System Evolution using Architectural Transformation Pattern (아키텍처 변환 패턴을 이용한 소프트웨어 시스템 진화 프레임워크)

  • Park, Taehyun;Ahn, Hwi;Kang, Sungwon;Park, Jongbin;Hwang, Sangcheol
    • Journal of Software Engineering Society
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    • v.26 no.1
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    • pp.17-29
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    • 2013
  • Software System Evolution is more planned and systematic maintenance process as well as a type of maintenance. The research of software evolution provides basis of decisions for maintenance value through cost-benefit analysis of legacy system and architecture-based software evolution enables engineers to reduce maintenance cost by automation of repetitive evolution tasks. This paper proposes a framework for software system evolution using architectural transformation pattern.

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A New Conceptual Framework for Designing Cloud Computing Business Model (클라우드 컴퓨팅 비즈니스 모델 개발을 위한 프레임워크 설계)

  • Lee, Young-Ho;Park, Ji-Ae
    • Korean Management Science Review
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    • v.28 no.1
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    • pp.11-24
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    • 2011
  • In this paper, we develop a new conceptual framework for finding new business opportunities in the cloud computing environment. We propose a service model framework for cloud computing business. In the service concept of the proposed business model, we categorize customer needs and service offering value, while we analyze customer behavior for developing revenue model. In addition, we analyze cloud computing market drivers for finding an evolution path of the proposed business model. Finally, we develop cloud computing business strategies for Korean IT service industry.

A Framework For Web Service Evolution using UML and OWL-S (UML과 OWL-S를 사용한 웹 서비스 진화 프레임워크)

  • Kim, Jin-Han;Lee, Chang-Ho;Lee, Jae-Jeong;Lee, Byung-Jeong
    • Journal of Digital Contents Society
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    • v.8 no.3
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    • pp.269-277
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    • 2007
  • Web service is an important technology to develop business to business e-commerce application. From a business perspective of time to market, dynamic evolution offers flexibility that software can adapt to unforeseen and fluctuating business requirements. OWL-S, based on OWL, is a service ontology language. The semantics provided by OWL support automation of service discovery, invocation, and service composition. In this paper we propose a framework to support dynamic evolution of service-oriented applications. We extend use-case analysis method to derive service description by defining requirements concept and mapping from requirement concept to activity diagram. A prototype is provided to show the validity of this framework.

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NEWTONIAN COSMOLOGICAL PERTURBATIONS

  • Hwang, Jai-Chan
    • Publications of The Korean Astronomical Society
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    • v.7 no.1
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    • pp.107-148
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    • 1992
  • This paper presents a cosmological perturbation analysis in a Newtonian framework, using the Newtonian multi component version of the relativistic covariant equations. This work considers the fully nonlinear evolution of the perturbations, and is generalized to multicomponent systems and imperfect fluids. Known nonlinear solutions are presented in a general framework. Quasi-nonlinear analysis, considering both the compressible and rotational modes, is presented, including cases already known in the literature. The Fourier space representation of the conservation equations is also derived in a general context, with various decompositions of the velocity field. Commonly accepted cosmogonical frameworks are critically examined in the context of nonlinear evolution. This work may be regarded as the Newtonian counterpart of a recently presented general relativistic covariant formulation.

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Valuation of Architecture-based Deterministic Plan for Software Evolution (아키텍처 기반의 결정적 소프트웨어 진화계획의 가치 평가)

  • Kang, Sung-Won;Garlan, David
    • The KIPS Transactions:PartD
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    • v.16D no.5
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    • pp.755-766
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    • 2009
  • Software architecture allows us to make many decisions about a software system and analyze it even before it exists in order to make systematic and planned development possible. Similarly, architecture-based software evolution planningmakes planned evolution possible by allowing us to make many decisions about evolution of a software system and analyze its evolution at the level of architecture design before software evolution is realized. In this paper, we develop a framework for architecture-based software evolution planning for the class of deterministic evolution plans by defining and relating various essential concepts and developing its valuationmechanism so that a plan with the greatest value among candidate plans can be selected as an optimal plan. A case study is conducted for explicating the framework and exemplifying its usage.

Degradation reliability modeling of plain concrete for pavement under flexural fatigue loading

  • Jia, Yanshun;Liu, Guoqiang;Yang, Yunmeng;Gao, Ying;Yang, Tao;Tang, Fanlong
    • Advances in concrete construction
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    • v.9 no.5
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    • pp.469-478
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    • 2020
  • This study aims to establish a new methodological framework for the evaluation of the evolution of the reliability of plain concrete for pavement vs number of cycles under flexural fatigue loading. According to the framework, a new method calculating the reliability was proposed through probability simulation in order to describe a random accumulation of fatigue damage, which combines reliability theory, one-to-one probability density functions transformation technique, cumulative fatigue damage theory and Weibull distribution theory. Then the statistical analysis of flexural fatigue performance of cement concrete tested was carried out utilizing Weibull distribution. Ultimately, the reliability for the tested cement concrete was obtained by the proposed method. Results indicate that the stochastic evolution behavior of concrete materials under fatigue loading can be captured by the established framework. The flexural fatigue life data of concrete at different stress levels is well described utilizing the two-parameter Weibull distribution. The evolution of reliability for concrete materials tested in this study develops by three stages and may corresponds to develop stages of cracking. The proposed method may also be available for the analysis of degradation behaviors under non-fatigue conditions.

TECHNOLOGY-NEUTRAL NUCLEAR POWER PLANT REGULATION: IMPLICATIONS OF A SAFETY GOALS- DRIVEN PERFORMANCE-BASED REGULATION

  • MODARRES MOHAMMAD
    • Nuclear Engineering and Technology
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    • v.37 no.3
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    • pp.221-230
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    • 2005
  • This paper reviews the pivotal phases of the evolution of the current technology-dependent nuclear power safety regulation in the United States. Understanding of this evolution is essential to the development of any future regulatory paradigm, including the technology-neutral regulatory approach that the U.S. Nuclear Regulatory Commission (NRC) has recently embarked on to develop. The paper proposes and examines the implications of a predominately rationalist and best-estimate probabilistic regulatory framework called safety goals-driven performance-based regulation. This framework relies on continuous assessment of performance of a set of time-dependent safety-critical systems, structures and components that assure attainment of a broad set of technology-neutral protective, mitigative, and preventive goals. Finally, the paper discusses the steps needed to develop a corresponding technology-neutral regulatory system from the proposed framework.

The framework of Technology Readiness Level(TRL) Assessment and Case Study (기술성숙도(TRL)평가방법 수립 및 적용사례)

  • Park, Kyoung Jin
    • Journal of the Korean Society of Systems Engineering
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    • v.5 no.2
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    • pp.43-48
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    • 2009
  • This paper aims to develop the framework for evaluating the technology maturity by utilizing TRA(Technology Readiness Assessment) approach. In this context, we will provide the directions through analyzing the domestic acquisition process and re lated regulations, and clarify the scenarios to apply the proposed framework to the defense R&D programs. The paper will conclude with the case study for the evolution of the proposed framework.

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