• Title/Summary/Keyword: Evolutionary pattern

Search Result 129, Processing Time 0.023 seconds

A Case Study of a Text Mining Method for Discovering Evolutionary Patterns of Mobile Phone in Korea (국내 휴대폰의 진화패턴 규명을 위한 텍스트 마이닝 방안 제안 및 사례 연구)

  • On, Byung-Won
    • Journal of the Korea Society of Computer and Information
    • /
    • v.20 no.2
    • /
    • pp.29-45
    • /
    • 2015
  • Systematic theory, concepts, and methodology for the biological evolution have been developed while patterns and principles of the evolution have been actively studied in the past 200 years. Furthermore, they are applied to various fields such as evolutionary economics, evolutionary psychology, evolutionary linguistics, making significant progress in research. In addition, existing studies have applied main biological evolutionary models to artifacts although such methods do not fit to them. These models are also limited to generalize evolutionary patterns of artifacts because they are designed in terms of a subjective point of view of experts who know well about the artifacts. Unlike biological organisms, because artifacts are likely to reflect the imagination of the human will, it is known that the theory of biological evolution cannot be directly applied to artifacts. In this paper, beyond the individual's subjective, the aim of our research is to present evolutionary patterns of a given artifact based on peeping the idea of the public. For this, we propose a text mining approach that presents a systematic framework that can find out the evolutionary patterns of a given artifact and then visualize effectively. In particular, based on our proposal, we focus mainly on a case study of mobile phone that has emerged as an icon of innovation in recent years. We collect and analyze review posts on mobile phone available in the domestic market over the past decade, and discuss the detailed results about evolutionary patterns of the mobile phone. Moreover, this kind of task is a tedious work over a long period of time because a small number of experts carry out an extensive literature survey and summarize a huge number of materials to finally draw a diagram of evolutionary patterns of the mobile phone. However, in this work, to minimize the human efforts, we present a semi-automatic mining algorithm, and through this research we can understand how human creativity and imagination are implemented. In addition, it is a big help to predict the future trend of mobile phone in business and industries.

Does Co-evolutionary Pattern Exist between KOSDAQ and KOSDAQ-Listed Companies? (코스닥시장과 코스닥상장기업간 진성성장 상관패턴 연구)

  • Yang, Young-Seok;Min, Kyung-Se;Joo, Sung-In
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
    • /
    • v.1 no.1
    • /
    • pp.1-21
    • /
    • 2006
  • The ultimate goal of this paper falls on assessing the magnitude of co- evolutionary pattern existing between the genuine growth of KOSDAQ and KOSDAQ-Listed Companies. This paper define the concept of "genuine growth" as including quantitative and qualitative growth of each entities. This paper take genuine growth indexes of KOSDAQ as liquidity, fairness, volatility, transparency, while that of KOSDAQ-Listed Companies as quantitative financial indexes and qualitative financial indexes. This paper brings three research implications as conclusions. First, growth engine of KOSDAQ resulting in its' qualitative growth besides quantitative one is founded on number of KOSDAQ-Listed companies showing outstanding financial performance qualitatively, Second, increasing permanent profit portion of KOSDAQ-Listed Companies have induced a long-term assessed investment rather than short insight speculation in the year of 2005. In addition, source of lowering market volatility and stabilizing market is strongly correlated with the excellency of profit quality among KOSDAQ-Listed Companies. Third, a high adaptability of KOSDAQ-Listed companies meeting with market sustaining requirements enable KOSDAQ to enhance market efficiency.

  • PDF

A Study on the Architectural Application of Biological Patterns (생물학적 패턴의 건축적 적용에 관한 연구)

  • Kim, Won Gaff
    • Korean Institute of Interior Design Journal
    • /
    • v.21 no.2
    • /
    • pp.35-45
    • /
    • 2012
  • The development of digital media made the change of architectural paradigm from tectonic to the surface and pattern. This means the transition to the new kind of materiality and the resurrection of ornament. This study started as an aim to apply biological pattern to architectural design from the new perception of pattern. Architectural patterns in the early era appeared as ladders, steps, chains, trees, vortices. But since 21st century, we can find patterns in nature like atoms and molecular structures, fluid forms of dynamics and new geometrical pattern like fractal and first of all biological patterns like viruses and micro-organisms, Voronoi cells, DNA structure, rhizomes and various hybrids and permutations of these. Pattern became one of the most important elements and themes of contemporary architecture through the change of materiality and resurrection of ornament with the new perception of surface in architecture. One of the patterns that give new creative availability to the architectural design is biological pattern which is self-organized as an optimum form through interaction with environment. Biological patterns emerge mostly as self-replicating patterns through morphogenesis, certain geometrical patterns(in particular triangles, pentagons, hexagons and spirals). The architectural application methods of biological patterns are direct figural pattern of organism, circle pattern, polygon pattern, energy-material control pattern, differentiation pattern, parametric pattern, growth principle pattern, evolutionary ecologic pattern. These patterns can be utilized as practical architectural patterns through the use of computer programs as morphogenetic programs like L-system, MoSS program and genetic algorithm programs like Grasshoper, Generative Components with the help of computing technology like mapping and scripting.

  • PDF

OBSERVATIONAL EVIDENCE OF MULTIPLE STELLAR POPULATIONS IN STAR CLUSTERS

  • Piotto, Giampaolo
    • Publications of The Korean Astronomical Society
    • /
    • v.25 no.3
    • /
    • pp.91-99
    • /
    • 2010
  • An increasing number of observations have confirmed the presence of multiple stellar populations in Galactic globular clusters. Multiple populations evidence come from the complex chemical pattern of stars hosted in GCs and from the split or broadening of different evolutionary sequences in the color-magnitude diagrams. Multiple stellar populations have been identified in Galactic and Magellanic Cloud clusters, as well as in external galaxies. In this paper I will summarize the observational facts.

The Evolutionary Algorithm for Walking Pattern of 2-Articulation Robot (2관절 로봇의 보행 패턴을 위한 진화 알고리즘)

  • 김경희;강태원
    • Proceedings of the Korean Information Science Society Conference
    • /
    • 2003.10a
    • /
    • pp.85-87
    • /
    • 2003
  • 보행 로봇은 두발로 걷는 인간형 로봇으로 인간과 유사한 운동성을 가지는 로봇을 일컫는다. 그러나 다리로 걷는 기능을 구현하기에는 기술적으로 경제적으로 많은 시간이 걸리고, 수학적 모델로 풀 수 있는 문제가 아니기 때문에 보행 로봇의 보행 패턴을 구하는 것은 쉽지 않다. 따라서 본 논문에서는 2관절 보행 로봇의 최적의 보행 패턴을 찾기 위하여 진화 알고리즘을 연구하였다. 또한, 기존의 언덕 오르기법과 진화기법인 누적적 선택 및 유전자 알고리즘에 의해 보행 패턴 학습을 하는 시뮬레이터를 각각 구현하였으며, 세 가지 실험에 대한 결과를 비교 분석하였다.

  • PDF

A Study on the Application of the Voronoi Diagram on Digital Space (디지털 공간에서의 보로노이 다이어그램 적용에 관한 연구)

  • Kang, Ka-Ae;Yoon, Jae-Eun
    • Korean Institute of Interior Design Journal
    • /
    • v.17 no.3
    • /
    • pp.156-164
    • /
    • 2008
  • Through staggering advancements of technology and network as we know them as digital revolution, we have established a foundation of space in which we can express reality by eliminating the boundaries between expression, space, and movement. There are many ongoing approaches that aim to overcome the physically-fixed property of space where the mathematical-geometric notion of Voronoi Diagram is one of them. Although the repetitive increment based on self-organization during the process in which space is generated by the Voronoi Diagram forms a pattern and focuses on the formation, its pattern is not restricted to a single method of expression but evolves over self-control. The result of having analyzed spaces generated by the Voronoi Diagram in this study can be summarized as follows. First, the Voronoi computation method with self-organization property creates multiple levels, increments, and evolves through feedbacks among changes with the slightest order and in the absence of control. Secondly, after forming a pattern through such feedbacks comes the differentiation phase due to the presence of different properties. Thirdly, a space that has gone through the generation process retransforms through active interaction between changes and it obtains ambiguous boundaries and a repetitive pattern. This leads to an evolution of space through repetitive increments based on self-organization. Such flexible space creation is supported by various digital technologies where we believe a converging application of these studies, sciences, engineering concepts, and space design is and effective and new method in terms of space creation.

Control of Morphological Development and Transformation of Curves (곡선의 형태학적 성장과 변환의 제어 방법)

  • Lee, Joo-Haeng;Park, Hyung-Jun
    • Korean Journal of Computational Design and Engineering
    • /
    • v.12 no.5
    • /
    • pp.354-365
    • /
    • 2007
  • We present novel methods to generate a sequence of shapes that represents the pattern of morphological development or transformation of Bezier curves. The presented methods utilize the intrinsic geometric structures of a Bezier curve that are derived from rib and fan decomposition (RFD). Morphological development based on RFD shows a characteristic pattern of structural growth of a Bezier curve, which is the direct consequence of development path defined by fans. Morphological transformation based RFD utilizes development patterns of source and target curves to mimic the theory of evolutionary developmental biology: although the source and target curves are quite different in shapes, we can easily find similarities in their younger shapes, which makes it easier to set up feature correspondences for blending them. We also show that further controls on base transformation for intensity of feature blending, and extrapolation can compensate the immaturity of blended curves. We demonstrate the experimental results where transformation patterns are smoother and have unique geometric style that cannot be generated using conventional methods based on multi-linear blending.

A Study on the Application of Biomorphism on Contemporary Architectural Design (현대 건축 디자인에서의 생물학적 형태의 적용에 관한 연구)

  • Kim Won-Gaff
    • Korean Institute of Interior Design Journal
    • /
    • v.15 no.1 s.54
    • /
    • pp.30-38
    • /
    • 2006
  • The new aspect of contemporary architectural design is the computer simulation of morphogenesis and evolution of the organic body. Morphogenesis and evolution is the kind of emergence that is the process of complex pattern formation from simpler rules in complex system. The development comprises the sequence of pattern formation, differentiation, morphogenesis, growth. This study analyzes the application methodology of various biomorphism in contemporary architecture. The methods of generative application by computation in architecture are self-organization, differentiation, growth algorithm via MoSS. And the methods of evolution by computation are genetic algorithm, multi-parameter in environments, phylogenetic cross-over, competing as natural selection, mutation+external constraints, generative algorithm+genetic algorithm via Genr8.

An Analytical Study on the Transformation Process of the Design Language of Frank O. Gehry (프랭크 게리의 조형 언어의 변천과정에 대한 분석 연구)

  • 이영화
    • Archives of design research
    • /
    • v.16 no.2
    • /
    • pp.219-232
    • /
    • 2003
  • Frank O. Gehry is hewn to be an architect whose design 1anguage is so arbitrary and so unexpectedly changing that it seems to be almost impossible to trace any common language or my coherence over his entire career and works. To provide a counter-argument to this conception, this study explores the transformation pattern of the design language commanded by Gehry through his works. To pursue this study, Gehry's career was divided into four periods according to the design characteristics, and thorough analysis was conducted on the transformation pattern of the language both synchronically and diachronically. Based on the analysis, it was found that Gehry had been always trying to metaphorically embody the synchronic context of any given Period into his works, and the vehicles of this embodiment were materiality and morphology. Finally the argument of this study is that the changing process of Gehry's design language is not any "revolutionary change," as it was known to be, but 〃evolutionary transformation. "on."

  • PDF

Computational analysis of SARS-CoV-2, SARS-CoV, and MERS-CoV genome using MEGA

  • Sohpal, Vipan Kumar
    • Genomics & Informatics
    • /
    • v.18 no.3
    • /
    • pp.30.1-30.7
    • /
    • 2020
  • The novel coronavirus pandemic that has originated from China and spread throughout the world in three months. Genome of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) predecessor, severe acute respiratory syndrome coronavirus (SARS-CoV) and Middle East respiratory syndrome coronavirus (MERS-CoV) play an important role in understanding the concept of genetic variation. In this paper, the genomic data accessed from National Center for Biotechnology Information (NCBI) through Molecular Evolutionary Genetic Analysis (MEGA) for statistical analysis. Firstly, the Bayesian information criterion (BIC) and Akaike information criterion (AICc) are used to evaluate the best substitution pattern. Secondly, the maximum likelihood method used to estimate of transition/transversions (R) through Kimura-2, Tamura-3, Hasegawa-Kishino-Yano, and Tamura-Nei nucleotide substitutions model. Thirdly and finally nucleotide frequencies computed based on genomic data of NCBI. The results indicate that general times reversible model has the lowest BIC and AICc score 347,394 and 347,287, respectively. The transition/transversions bias for nucleotide substitutions models varies from 0.56 to 0.59 in MEGA output. The average nitrogenous bases frequency of U, C, A, and G are 31.74, 19.48, 28.04, and 20.74, respectively in percentages. Overall the genomic data analysis of SARS-CoV-2, SARS-CoV, and MERS-CoV highlights the close genetic relationship.