• 제목/요약/키워드: Approximated fitness probability

검색결과 3건 처리시간 0.016초

공공측량 성과심사에서 심사비율 개선을 위한 연구 (A Study on the Improvement of Sampling Rate of Performance Test in Public Survey)

  • 김규성;이영민;정병철;최윤수
    • Communications for Statistical Applications and Methods
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    • 제17권6호
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    • pp.853-863
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    • 2010
  • 공공측량에서 성과 심사는 표본조사로 이루어지기 때문에 성과심사에서 심사비율은 매우 중요한 요인이다. 현행 성과심사 심사비율은 성과심사 제도 실시 초기에 경험적으로 결정되었기 때문에 이론적인 바탕이 부족하다는 지적과 함께 최근의 심사 여건에 맞도록 심사비율을 개선해야 한다는 의견이 제기되었다. 본 논문에서는 현재 우리나라에서 이루어지고 있는 공공측량 성과심사의 현황을 개략적으로 알아보고 현행 성과 심사 심사비율을 개선하기 위한 이론적 토대로서 성과심사 심사비율과 적합확률, 심사대상 수, 합격 비율의 관계를 살펴본다. 또한 성과심사 심사비율과 심사비용과의 관계를 토의한다.

Effects of Phenotypic Variation on Evolutionary Dynamics

  • Kang, Yung-Gyung;Park, Jeong-Man
    • Journal of the Korean Physical Society
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    • 제73권11호
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    • pp.1774-1786
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    • 2018
  • Phenotypic variation among clones (individuals with identical genes, i.e. isogenic individuals) has been recognized both theoretically and experimentally. We investigate the effects of phenotypic variation on evolutionary dynamics of a population. In a population, the individuals are assumed to be haploid with two genotypes : one genotype shows phenotypic variation and the other does not. We use an individual-based Moran model in which the individuals reproduce according to their fitness values and die at random. The evolutionary dynamics of an individual-based model is formulated in terms of a master equation and is approximated as the Fokker-Planck equation (FPE) and the coupled non-linear stochastic differential equations (SDEs) with multiplicative noise. We first analyze the deterministic part of the SDEs to obtain the fixed points and determine the stability of each fixed point. We find that there is a discrete phase transition in the population distribution when the probability of reproducing the fitter individual is equal to the critical value determined by the stability of the fixed points. Next, we take demographic stochasticity into account and analyze the FPE by eliminating the fast variable to reduce the coupled two-variable FPE to the single-variable FPE. We derive a quasi-stationary distribution of the reduced FPE and predict the fixation probabilities and the mean fixation times to absorbing states. We also carry out numerical simulations in the form of the Gillespie algorithm and find that the results of simulations are consistent with the analytic predictions.

주문량 증가에 따른 할인 정책이 있는 다기간 재고 모형의 해법 연구 (A Study on a Multi-period Inventory Model with Quantity Discounts Based on the Previous Order)

  • 임성묵
    • 산업경영시스템학회지
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    • 제32권4호
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    • pp.53-62
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    • 2009
  • Lee[15] examined quantity discount contracts between a manufacturer and a retailer in a stochastic, two-period inventory model where quantity discounts are provided based on the previous order size. During the two periods, the retailer faces stochastic (truncated Poisson distributed) demands and he/she places orders to meet the demands. The manufacturer provides for the retailer a price discount for the second period order if its quantity exceeds the first period order quantity. In this paper we extend the above two-period model to a k-period one (where k < 2) and propose a stochastic nonlinear mixed binary integer program for it. In order to make the program tractable, the nonlinear term involving the sum of truncated Poisson cumulative probability function values over a certain range of demand is approximated by an i-interval piecewise linear function. With the value of i selected and fixed, the piecewise linear function is determined using an evolutionary algorithm where its fitness to the original nonlinear term is maximized. The resulting piecewise linear mixed binary integer program is then transformed to a mixed binary integer linear program. With the k-period model developed, we suggest a solution procedure of receding horizon control style to solve n-period (n < k) order decision problems. We implement Lee's two-period model and the proposed k-period model for the use in receding horizon control style to solve n-period order decision problems, and compare between the two models in terms of the pattern of order quantities and the total profits. Our computational study shows that the proposed model is superior to the two-period model with respect to the total profits, and that order quantities from the proposed model have higher fluctuations over periods.