• Title/Summary/Keyword: Rate function

Search Result 6,595, Processing Time 0.031 seconds

Structural Optimization Using Micro-Genetic Algorithm (마이크로 유전자 알고리즘을 이용한 구조 최적설계)

  • 한석영;최성만
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
    • /
    • 2003.04a
    • /
    • pp.9-14
    • /
    • 2003
  • SGA (Single Genetic Algorithm) is a heuristic global optimization method based on the natural characteristics and uses many populations and stochastic rules. Therefore SGA needs many function evaluations and takes much time for convergence. In order to solve the demerits of SGA, $\mu$GA(Micro-Genetic Algorithm) has recently been developed. In this study, $\mu$GA which have small populations and fast convergence rate, was applied to structural optimization with discrete or integer variables such as 3, 10 and 25 bar trusses. The optimized results of $\mu$GA were compared with those of SGA. Solutions of $\mu$GA for structural optimization were very similar or superior to those of SGA, and faster convergence rate was obtained. From the results of examples, it is found that $\mu$GA is a suitable and very efficient optimization algorithm for structural design.

  • PDF

Optimization of design parameters on the shroud of air conditioner outdoor unit (실외기 shroud 형상 최적 설계)

  • Ryu, Ki-Jung;Ye, Huee-Youl;Lee, Sang-Bong;Lee, Kwan-Soo;Cha, Woo-Ho
    • Proceedings of the SAREK Conference
    • /
    • 2009.06a
    • /
    • pp.453-458
    • /
    • 2009
  • This paper presents a numerical evaluation of the flow rate of air conditioner outdoor unit as function of shroud design parameters. To determine the optimal design parameters, we investigated the flow rate by changing bell mouth height, fan height, fan guide height, fan width. The evaluation of the relative priority of the design parameters was performed to choose three important parameters in order to use a response surface method. The flow rate of the optimum model, compared to that of the base model, was increased by about 6.25%.

  • PDF

Profit-Maximizing Virtual Machine Provisioning Based on Workload Prediction in Computing Cloud

  • Li, Qing;Yang, Qinghai;He, Qingsu;Kwak, Kyung Sup
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.9 no.12
    • /
    • pp.4950-4966
    • /
    • 2015
  • Cloud providers now face the problem of estimating the amount of computing resources required to satisfy a future workload. In this paper, a virtual machine provisioning (VMP) mechanism is designed to adapt workload fluctuation. The arrival rate of forthcoming jobs is predicted for acquiring the proper service rate by adopting an exponential smoothing (ES) method. The proper service rate is estimated to guarantee the service level agreement (SLA) constraints by using a diffusion approximation statistical model. The VMP problem is formulated as a facility location problem. Furthermore, it is characterized as the maximization of submodular function subject to the matroid constraints. A greedy-based VMP algorithm is designed to obtain the optimal virtual machine provision pattern. Simulation results illustrate that the proposed mechanism could increase the average profit efficiently without incurring significant quality of service (QoS) violations.

Finger Tip Replantation (수지 첨부 절단의 재접합술)

  • Kong, Byeong-Seon;Kim, Yong-Jin
    • Archives of Reconstructive Microsurgery
    • /
    • v.12 no.2
    • /
    • pp.105-111
    • /
    • 2003
  • It has been known that the vessels of the finger tip are very small and have many branches, so the anastomosis of this vessel is very difficult. But when this operation achieves success, the replanted finger tip provides adequate soft tissue, restoration of the length, sensory and nail. The authors describe the result of finger tip replantation in 94 patients, 103 finger tips, from October 1999 to June 2002. We performed the salvage procedure in all cases. The success rate of finger tip replantation was 74.8%. We achieved higher success rate, when we succeeded anastomosis of the central artery. The function of the replanted fingers was good. The average TAM was 80% and patient satisfaction was high. We be live that we can achieve higher success rate by anastomosing central artery and performing delicate salvage procedure.

  • PDF

Bonding structure of the DLC films deposited by RE-PECVD (RE-PECVD법에 의해 증착된 DLC박막의 결합 특성)

  • 최봉근;신재혁;안종일;심광보
    • Journal of the Korean Crystal Growth and Crystal Technology
    • /
    • v.14 no.1
    • /
    • pp.27-32
    • /
    • 2004
  • The diamond-like carbon (DLC) films were deposited on the Si (100) wafer by a rf-PECVD method as a function of the mixture rate of methane-hydrogen gas and bias voltage. The bonding structure and mechanical properties of these deposited DLC films were investigated using FT-IR, Raman, and nano-indenter. The deposition rates of DLC films increased with increased flow rate of methane in the gas mixtures and increased bias voltage. The $sp^3/sp^2$ bonding ratio of carbon in thin film and the hardness increased with increasing flow rate of hydrogen in the gas mixtures and increasing bias voltage.

The Effects of Combustion Parameters on the Characteristics of a Steam-Methane Reformer (연소 변수가 수증기-메탄 개질기의 특성에 미치는 영향)

  • Lee, Jae-Seong;Kim, Ho-Young
    • 한국연소학회:학술대회논문집
    • /
    • 2012.04a
    • /
    • pp.29-31
    • /
    • 2012
  • The effects of combustion parameters on the characteristics of a steam-methane reformer. The reformer system was numerically simulated using a simplified two-dimensional axisymmetric model domain with an appropriate user-defined function. The fuel ratio, defined as the ratio of methane flow rate in the combustor to that in the reactor, was varied from 20 to 80%. The equivalence ratio was changed from 0.5 to 1.0. The results indicated that as the fuel ratio increased, the production rates of hydrogen and carbon monoxide increased, although their rates of increase diminished. In fact, at the highest heat supply rates, hydrogen production was actually slightly decreased. Simulations showed that equivalence ratio of 0.7 yielded the highest steam-methane mixture temperature despite a 43% higher air flow rate than the stoichiometric flow rate. This means that the production of hydrogen and carbon monoxide can be increased by adjusting the equivalence ratio, especially when the heat supply is insufficient.

  • PDF

Cost optimization for periodic PM policy

  • Jung, Ki-Mun
    • Proceedings of the Korean Statistical Society Conference
    • /
    • 2005.11a
    • /
    • pp.73-78
    • /
    • 2005
  • This paper considers a preventive maintenance policy following the expiration of renewing warranty, Most preventive maintenance models assume that each PM costs a fixed predetermined amount regardless of the effectiveness of each PM. However, it seems more reasonable to assume that the PM cost depends on the degree of effectiveness of the PM activity. In this paper we consider a periodic preventive maintenance policy following the expiration of renewing warranty when the PM cost is an increasing function of the PM effect. The optimal number and period for the periodic PM policy with effect dependent cost that minimize the expected cost rate per unit time over an infinite time span are obtained.

  • PDF

Continuous Fabrication Process of Rheology Material by Rotational Barrel Equipment (회전식 바렐 장치에 의한 레올로지 소재의 연속 제조 공정)

  • Seo P. K.;Jung Y. S.;Kang C. G.
    • Proceedings of the Korean Society for Technology of Plasticity Conference
    • /
    • 2004.10a
    • /
    • pp.103-106
    • /
    • 2004
  • The new rheology fabrication process has been developed to rheo die casting and rheo forming process. Thixoforming process has disadvantages in terms of induction reheating process, scrap recycling, loss of raw material and cycle time. Therefore, to reduce the number of process, new rheology fabrication process with specially designed the rotational barrel type equipment has been proposed to apply in various part productions. The barrel type equipment, which could continuously fabricate the rheology materil, was specially designed to have a function to control cooling rate, shear rate and temperature. During the continuous rotation of barrel with a constant temperature, the shear rate is controlled with the rotation speed. The barrel surface has both the induction heating system and the cooling system to control the temperature of molten metal. By using this system, the effect of the rotation speed and the rotation time on the microstructure was widely examined. The possibility for the rheoforming process was investigated with microstructural characteristic.

  • PDF

Evaluation on Tungsten CMP Characteristic using Fixed Abrasive Pad with Alumina (알루미나 고정입자패드를 이용한 텅스텐 CMP 특성 평가)

  • 박범영;김호윤;김형재;서헌덕;정해도
    • Proceedings of the Korean Society of Precision Engineering Conference
    • /
    • 2002.10a
    • /
    • pp.206-209
    • /
    • 2002
  • The fixed abrasive pad(FAP) has been introduced in chemical mechanical polishing(CMP) field recently. In comparison with the general CMP which uses the slurry including abrasives, FAP takes advantage of planarity. resulting from decreasing pattern selectivity and defects such as dishing due to the reduction of abrasive concentration especially. This paper introduces the manufacturing technique of $Al_2$O$_3$-FAP using hydrophilic polymers with swelling characteristic in water and explains the self.texturing phenomenon. It also focuses on the chemical effects on tungsten film and the FAP is evaluated on the removal rate as a function of chemicals such as oxidizer, catalyst, and acid. The removal rate is achieved up to 1000A1min as about 70 percents of the general one. In the future. the research has a plan of the advanced FAP and chemicals in tungsten CMP considering micro-scratch, life-time, and within wafer non-uniformity.

  • PDF

The dielectric properties of triple SiO thin film using spectroscopic ellipsometer (Spectroscopic ellipsometer를 이용한 삼원 SiO박막의 증착조건에 따른 유전율 특성)

  • 김창석;황석영
    • Electrical & Electronic Materials
    • /
    • v.8 no.2
    • /
    • pp.129-135
    • /
    • 1995
  • SiO thin films are deposited by evaporator the refractive index of wave length, photon energy and the absorptive rate of these films are measured by spectroscopic ellipsometer. It is derived the absorptive rate and permitivity of SiO thin films from the equations that calculating the refractive index. And the result show good agreement with the calculated values and experimental values. As a result, the wave length of light is increased in the condition that the angle of incidence is fixed on SiO thin film, the basic absorption and the absorption impurities are found in the low wave length (below 450 nm in this study) and the reflective absorption and conductive absorption is increased by the form of exponential function over the low wavelength. The absorptive rate is increased by increased the angle of incidence and thickness of SiO film for the insulating layer. As the thickness of SiO film is increased, the value of complex permitivity is decreasing and as wave length of incidence is increased., the value of dielectric is linearly increasing.

  • PDF