• Title/Summary/Keyword: Anti-optimization Method

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Optimized Simulation Framework for the Analysis in Battle systems (전투실험 분석을 위한 최적화 시뮬레이션 프레임워크)

  • Kang, Jong-Gu;Lee, Minkyu;Kim, Sunbum;Hwang, Kun-Chul;Lee, Donghoon
    • Journal of the Korea Society for Simulation
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    • v.24 no.2
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    • pp.1-9
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    • 2015
  • The tactical employment is a critical factor to win the war in the modern battlefield. To apply optimized tactics, it needs analyses related to a battle system. Normally, M&S (Modeling & Simulation) has been studied to analyze data in general problems. However, this method is not suitable for military simulations because there are many variables which make complex interaction in the system. For this reason, we suggested the optimized simulation framework based on the M&S by using DPSO (Discrete binary version of PSO) algorithm. This optimized simulation framework makes the best tactical employment to reduce the searching time compared with the normal M&S used by Monte Carlo search method. This paper shows an example to find the best combination of anti-torpedo scenario in a short searching time. From the simulation example, the optimized simulation framework presents the effectiveness.

Screening of Biogenic Amine Non-Producing Yeast and Optimization of Culture Conditions Using Statistical Method for Manufacturing Black Raspberry Wine (복분자 와인 제조를 위한 바이오제닉 아민 비생성 효모의 선별 및 통계학적 기법을 이용한 배양조건 최적화)

  • Yang, Hee-Jong;Jeong, Su-Ji;Jeong, Seong-Yeop;Heo, Ju-Hee;Jeong, Do-Youn
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.44 no.4
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    • pp.592-601
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    • 2015
  • Rubus coreanus is known as Korean black raspberry, native to Korea, Japan, and China. Preliminary studies evaluating their potential for cancer treatment in mammalian test systems are ongoing. In recent years, interest has been renewed due to their high levels of anthocyanins. Anthocyanins in black raspberry are important due to their potential health benefits as dietary antioxidant, anti-inflammatory compound, and as a chemopreventive agent. In the present study, Saccharomyces cerevisiae BA29 was isolated from black raspberry fruit and fruit juice as a biogenic amine non-producing strain for manufacturing of black raspberry wine, after which we investigated its characteristics: biogenic amine-producing ability, cell growth ability, alcohol-fermentation ability, and resistance to alcohol, glucose, and sulfur dioxide. Based on preliminary experiments, we optimized culture medium compositions for improving dried cell weight of S. cerevisiae BA29 by response surface methodology (RSM) as a statistical method. Design for RSM used a central composite design, and molasses with the industrial applicability was used as a carbon source. Through statistical analysis, we obtained optimum values as follows: molasses 200 g/L, peptone 30 g/L, and yeast extract 40 g/L. For the model verification, we confirmed about 3-fold improvement of dried cell weight from 6.39 to 20.9167 g/L compared to basal yeast peptone dextrose medium. Finally, we manufactured black raspberry wine using S. cerevisiae BA29 and produced alcohol of 20.33%. In conclusion, S. cerevisiae isolated from black raspberry fruit and juices has a great potential in the fermentation of black raspberry wine.

Qualitative Enzyme-Linked Immunosorbent Assay (ELISA) for the Diagnosis of Edwardsiellosis (Edwardsiellosis의 진단을 위한 정성적 ELISA법)

  • Kim, Myoung-Sug;Hwang, Eun-A;Huh, Min-Do;Jeong, Hyun-Do
    • Journal of fish pathology
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    • v.12 no.1
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    • pp.24-31
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    • 1999
  • Optimization and standardization of solid phase enzyme immunoassay were done for the diagnosis of edwardsiellosis in fish. The analyzed degree of immobilized antibody on surface of solid phase with peroxidase saturation method showed the optimized result by using partially purified $50{\mu}g/ml$ of rabbit anti-E. tarda Edk-2 antibody in sodium bicarbonate buffer for overnight incubation to cover the surface of polystyrene beads. Optimized immunoreaction was observed in the treatment of $50{\mu}g/ml$ of biotin conjugated antibody followed extravidin-peroxidase diluted 1 : 2,000 in PBS. The detectable concentrations of the this method were $1{\times}10^5$ cells/ml and $1{\times}10^5$ cells/ml expressed as the source of antigen amount for EDTA extraction and heat extraction, respectively. High cross-reaction of solid phase ELISA with the prepared rabbit and-E. tarda Edk-2 was observed against E. tarda strains isolated from flounder suffering from edwardsiellosis in aquatic farms of Korea. It suggested that the potential of this solid phase of ELISA technique is very powerful for the application to different strains of E. tarda isolated in farms of many different areas.

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Statistical Optimization for Monacolin K and Yellow Pigment Production and Citrinin Reduction by Monascus purpureus in Solid-State Fermentation

  • Jirasatid, Sani;Nopharatana, Montira;Kitsubun, Panit;Vichitsoonthonkul, Taweerat;Tongta, Anan
    • Journal of Microbiology and Biotechnology
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    • v.23 no.3
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    • pp.364-374
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    • 2013
  • Monacolin K and yellow pigment, produced by Monascus sp., have each been proven to be beneficial compounds as antihypercholesterolemic and anti-inflammation agents, respectively. However, citrinin, a human toxic substance, was also synthesized in this fungus. In this research, solidstate fermentation of M. purpureus TISTR 3541 was optimized by statistical methodology to obtain a high production of monacolin K and yellow pigment along with a low level of citrinin. Fractional factorial design was applied in this study to identify the significant factors. Among the 13 variables, five parameters (i.e., glycerol, methionine, sodium nitrate, cultivation time, and temperature) influencing monacolin K, yellow pigment, and citrinin production were identified. A central composite design was further employed to investigate the optimum level of these five factors. The maximum production of monacolin K and yellow pigment of 5,900 mg/kg and 1,700 units/g, respectively, and the minimum citrinin concentration of 0.26 mg/kg were achieved in the medium containing 2% glycerol, 0.14% methionine, and 0.01% sodium nitrate at $25^{\circ}C$ for 16 days of cultivation. The yields of monacolin K and yellow pigment were about 3 and 1.5 times higher than the basal medium, respectively, whereas citrinin was dramatically reduced by 36 times.

Establishment of Miniaturized Cultivation Method for Large and Rapid Screening of High-yielding Monascus Mutants, and Enhanced Production of Monacolin-K through Statistical Optimization of Production Medium (Monascus 균사체의 소규모 배양을 통한 고생산성 균주의 대규모 선별방법 확립과 통계적 생산배지 최적화를 통한 Monacolin-K 생산성 향상)

  • Lee, Mi-Jin;Jeong, Yong-Seob;Kim, Pyeung-Hyeun;Chun, Gie-Taek
    • KSBB Journal
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    • v.22 no.5
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    • pp.305-312
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    • 2007
  • It is crucial to develop a miniaturized cultivation method for large and rapid screening of high-yielding mutants of monacolin-K, a powerful anti-hypercholesterolemic secondary metabolite biosynthesized by the fungal cells of Monascus ruber. In order to investigate as many strains as possible in a short time, a miniaturized fermentation method especially suitable for the cultivation of the filamentous Monascus mutants was developed using $50m{\ell}$ culture-tube ($7m{\ell}$ of working volume) instead of the traditional $250m{\ell}$ flask ($50m{\ell}$ of working volume). Generally, in filamentous fungal cell fermentations, morphologies in growth and production cultures should be maintained as thick filamentous and compact-pelleted (usually less than 1 mm in diameter) forms, respectively, for enhanced production of secondary metabolites in final production cultures. In this study, we intended to induce the respective optimal morphologies in the miniaturized culture system for the purpose of rapid screening of overproducers. Miniaturized growth culture system was successfully developed due to the mass production of spores in the statistically optimized solid medium. When large amounts of spores were inoculated into the growth cultures, and brown rice flour (20 g/L) was also supplemented to the growth medium, dense filamentous morphologies were successfully induced in the growth cultures performed with the 50 ml culture tubes. It was implied that the amounts of spores inoculated into the growth tube-cultures and the growth medium components should be the key factors for the induction of the filamentous forms in the growth fermentations. Furthermore, in order to statistically optimize production medium, multiple experiments based on Plackett-Burman design and response surface method (RSM) were carried out, resulting in more than 2 fold enhanced production of monacolin-K in the final production cultures with the optimized production medium. Notably, under the production culture conditions with the statistically optimized medium, optimal pellet sizes below 1 mm in diameter were reproducibly induced, in contrast to the thick and viscous filamentous morphologies observed in the previous production cultures.

Optimization of Quantification Method of Ergotioneine in Pleurotus eryngii var. ferulae and Its Anti-Oxidant Activity (아위느타리버섯 추출물의 에르고티오네인(Ergothioneine) 정량법 및 항산화 활성에 관한 연구)

  • Park, Seung Hee;Lee, Jeong Min;Lee, Seung Ho
    • Journal of the Society of Cosmetic Scientists of Korea
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    • v.46 no.1
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    • pp.49-55
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    • 2020
  • This study was conducted to establish optimal high pressure liquid chromatography (HPLC) conditions for estimation of the ergothioneine contents in the three kinds of water extracts of Pleurotus eryngii var. ferulae (Meaksong, Beesan No. 2, Baekwhang). By comparing the four different HPLC conditions, optimun condition for quantifying the contents of ergotioneine was established (shodex HILIC column, 35 ℃, 1.0 mL/min). By this method, the contents of ergothioneine in Meakong (3.04 ± 0.02 mg/g), Beesan No. 2 (3.15 ± 0.05 mg/g) and Baewhang (1.13 ± 0.07 mg/g) were estimated. DPPH and ABTS radical scavenger activities of these three kinds of Pleurotus eryngii var. ferulae were estimated and the contents of total phenol and flavonoid were also estimated. Taken together, this study establish an optimun HPLC condition for determining the ergothioneine contents in water extracts of Pleurotus eryngii var. ferulae. Furthermore water extracts of Maesong and Beesan No. 2 showed relatively high contents of ergothioneine and antioxidant activity, suggesting that these materials could be used as potential antioxidant in developing functional cosmetics.

A Study on Formulation Optimization for Improving Skin Absorption of Glabridin-Containing Nanoemulsion Using Response Surface Methodology (반응표면분석법을 활용한 Glabridin 함유 나노에멀젼의 피부흡수 향상을 위한 제형 최적화 연구)

  • Se-Yeon Kim;Won Hyung Kim;Kyung-Sup Yoon
    • Journal of the Society of Cosmetic Scientists of Korea
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    • v.49 no.3
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    • pp.231-245
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    • 2023
  • In the cosmetics industry, it is important to develop new materials for functional cosmetics such as whitening, wrinkles, anti-oxidation, and anti-aging, as well as technology to increase absorption when applied to the skin. Therefore, in this study, we tried to optimize the nanoemulsion formulation by utilizing response surface methodology (RSM), an experimental design method. A nanoemulsion was prepared by a high-pressure emulsification method using Glabridin as an active ingredient, and finally, the optimized skin absorption rate of the nanoemulsion was evaluated. Nanoemulsions were prepared by varying the surfactant content, cholesterol content, oil content, polyol content, high-pressure homogenization pressure, and cycling number of high-pressure homogenization as RSM factors. Among them, surfactant content, oil content, high-pressure homogenization pressure, and cycling number of high-pressure homogenization, which are factors that have the greatest influence on particle size, were used as independent variables, and particle size and skin absorption rate of nanoemulsion were used as response variables. A total of 29 experiments were conducted at random, including 5 repetitions of the center point, and the particle size and skin absorption of the prepared nanoemulsion were measured. Based on the results, the formulation with the minimum particle size and maximum skin absorption was optimized, and the surfactant content of 5.0 wt%, oil content of 2.0 wt%, high-pressure homogenization pressure of 1,000 bar, and the cycling number of high-pressure homogenization of 4 pass were derived as the optimal conditions. As the physical properties of the nanoemulsion prepared under optimal conditions, the particle size was 111.6 ± 0.2 nm, the PDI was 0.247 ± 0.014, and the zeta potential was -56.7 ± 1.2 mV. The skin absorption rate of the nanoemulsion was compared with emulsion as a control. As a result of the nanoemulsion and general emulsion skin absorption test, the cumulative absorption of the nanoemulsion was 79.53 ± 0.23%, and the cumulative absorption of the emulsion as a control was 66.54 ± 1.45% after 24 h, which was 13% higher than the emulsion.

Improving Physical Fouling Tolerance of PES Filtration Membranes by Using Double-layer Casting Methods (PES 여과막의 물리적 막오염 개선을 위한 기공 구조 개선 연구)

  • Chang-Hun Kim;Youngmin Yoo;In-Chul Kim;Seung-Eun Nam;Jung-Hyun Lee;Youngbin Baek;Young Hoon Cho
    • Membrane Journal
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    • v.33 no.4
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    • pp.191-200
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    • 2023
  • Polyethersulfone (PES) is a widely employed membrane material for water and industrial purification applications owing to its hydrophilicity and ease of phase separation. However, PES membranes and filters prepared using the nonsolvent induced phase separation method often encounter significant flux decline due to pore clogging and cake layer formation on the dense membrane surfaces. Our investigation revealed that tight microfiltration or loose ultrafiltration membranes can be subject to physical fouling due to the formation of a dense skin layer on the bottom side caused by water intrusion to the gap between the shrank membrane and the substrate. To investigate the effect of the bottom surface porosity on membrane fouling, two membranes with the same selective layers but different sub-layer structures were prepared using single and double layer casting methods, respectively. The double layered PES membrane with highly porous bottom surface showed high flux and physical fouling tolerance compared to the pristine single layer membrane. This study highlights the importance of physical optimization of the membrane structure to prevent membrane fouling.