• Title/Summary/Keyword: Fitness Measure

Search Result 135, Processing Time 0.025 seconds

Neural Network Evolution based on DNA Coding Method (DNA Coding Method에 기반한 신경회로망 진화 기법)

  • Lee, Won-Hui;Kang, Hun
    • Proceedings of the IEEK Conference
    • /
    • 1999.06a
    • /
    • pp.456-459
    • /
    • 1999
  • In this paper, we propose a new neural network based on the DNA coding method. The initial population of the structure information and the weights for the neural network is generated, and then the descendants are chose with the Elitist selection by the genetic algorithm. The evolutionary technique and the suitable fitness measure are used to find a neural network with the fractal number of layers. which represents a good approximation to the given function.

  • PDF

The Current Situation of Mass Customization in Men′s Wear Industry (남성 정장류 생산업체 개별주문생산 실태)

  • 김혜수;이경화
    • Journal of the Korean Home Economics Association
    • /
    • v.40 no.8
    • /
    • pp.61-69
    • /
    • 2002
  • The research of the current situation of made-to-measure production by ready-made men's suit companies was done by interviewing and surveying the made-to-measure specialists. It was apparent that most frequently purchased items in Mass Customization were jackets of formal dress. The results of the research on the current situation of Mass Customization by ready-made clothes companies were as follows. The Mass Customization accounted for 3∼10%. The advantages of Mass Customization were more acceptable sizes, designs and details while the initial reasons for it were unusual physical figures and designs. The posture of a customer during measuring turned out to be critical enough to influence fitness after production. The companies in the research were found out to have materials for Mass Customization in storage and the sizes and other data of fixed circle of customers who would want Mass Customization saved in computer in most of the cases.

Extraction of Shape Information of Cost Function Using Dynamic Encoding Algorithm for Searches(DEAS) (최적화기법인 DEAS를 이용한 비용함수의 형상정보 추출)

  • Kim, Jong-Wook;Park, Young-Su;Kim, Tae-Gyu;Kim, Sang-Woo
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.13 no.8
    • /
    • pp.790-797
    • /
    • 2007
  • This paper proposes a new measure of cost function ruggedness in local optimization with DEAS. DEAS is a computational optimization method developed since 2002 and has been applied to various engineering fields with success. Since DEAS is a recent optimization method which is rarely introduced in Korean, this paper first provides a brief overview and description of DEAS. In minimizing cost function with this non-gradient method, information on function shape measured automatically will enhance search capability. Considering the search strategies of DEAS are well designed with binary matrix structures, analysis of search behaviors will produce beneficial shape information. This paper deals with a simple quadratic function contained with various magnitudes of noise, and DEAS finds local minimum yielding ruggedness measure of given cost function. The proposed shape information will be directly used in improving DEAS performance in future work.

Performance Evaluation of Automatic Exercise Weight and Repetition Measuring Device Add-on for Existing Fitness Machines (기존 운동기기 부착용 운동중량/횟수 자동측정기기의 성능평가)

  • Kim, Jung Gi;Lee, Yongkoo
    • Transactions of the Korean Society of Mechanical Engineers A
    • /
    • v.41 no.4
    • /
    • pp.329-332
    • /
    • 2017
  • In this study, a performance evaluation was carried out to develop a new add-on device with an algorithm for automatically measuring the exercise weight and repetitions when using an existing fitness machine. The developed device was designed to be simply attached to an exercise machine to measure the exercise weight and repetitions. The measured data are transferred to a smartphone using Bluetooth. As result, it is possible to detect the weights and repetitions from three users with different exercise habits with little error. The system can measure the user's motion and transfer the data to various devices capable of utilizing the workout data, giving it the advantage of being applicable to personalized health care and rehabilitation therapy.

A Method to Decide the Number of Additional Edges and Their Locations to Integrate the Communities by Using Fitness Function (적합도 함수를 이용한 커뮤니티 통합에 필요한 추가에지수 결정 및 위치 선정 방법)

  • Jun, Byung-Hyun;Lee, Sang-Hoon;Han, Chi-Geun
    • Journal of the Korea Society of Computer and Information
    • /
    • v.19 no.12
    • /
    • pp.239-246
    • /
    • 2014
  • In this paper, we propose a method to decide the additional edges in order to integrate two communitites A,B($${\mid}A{\mid}{\geq_-}{\mid}B{\mid}$$, ${\mid}{\cdot}{\mid}$ is the size of the set). The proposed algorithm uses a fitness function that shows the property of a community and the fitness function is defined by the number of edges which exist in the community and connect two nodes, one is in the community and the other is out of the community. The community has a strong property when the function has a large value. The proposed algorithm is a kind of greedy method and when a node of B is merged to A, the minimum number of additional edges is decided to increase the fitness function value of A. After determining the number of additional edges, we define the community connectivity measures using the node centrality to determine the edges locations. The connections of the new edges are fixed to maximize the connectivity measure of the combined community. The procedure is applied for all nodes in B to integrate A and B. The effectiveness of the proposed algorithm is shown by solving the Zachary Karate Club network.

Effect of Strength Exercise Program on Health-Related Factors of the Aged for Healthy Life (건강한 삶을 위한 여성 고령자들의 근력운동이 건강관련 요인에 미치는 영향)

  • Kwon, Su-Jeong;Park, Jeong-Bae
    • Journal of Korea Entertainment Industry Association
    • /
    • v.13 no.8
    • /
    • pp.435-446
    • /
    • 2019
  • The purpose of this study was to investigate the effect of strength exercise program(60 minutes/day, 3 times/week) on health-related fitness and the factor of metabolic syndrome in the older at senior care facilities during 12 weeks. Twenty-seven volunteers were recruited for the study and divided into two groups: 15 persons(82.6yrs) undertook a continuous 12 weeks strength exercise program(EG), and 12 persons(78.9yrs) served as a control group(CG). The data process of this study calculated as mean(M) and standard Deviation(SD) of all measured value, used repeated measure ANOVA, and paired t-test. The significant level of hypothesis verification is set-up as α=.05. After 12 weeks in EG, health-related fitness increased by an average of 15.2% for right grip strength(p<.05), 26.9% for left grip strength(p<.05), 32.7% for chair stand(p<.05), 92.5% for one leg stand(p<.05), 29.6% for sit and reach(p<.05), and 34.5% for TUG(p<.05); CG showed no difference between pre and post. In the factor of metabolic syndrome, Systolic BP(3.1mmHg) and fasting blood glucose(7.4mg/dl) decreased in the EG group(p<.05). In summary, the strength exercise program leads to a genuine increase in health-related fitness and decrease in the factor of metabolic syndrome in the older adults. The well planned strength exercise seems to be an important intervention to improve function fitness in this population.

A Feasibility Study of an Exercise Intervention Based on Self-efficacy Theory among Overweight and Obese College Students in Korea (과체중 및 비만 대학생의 체력증진을 위한 자기효능이론 기반 운동프로그램의 효과검증)

  • Cha, Eun-Seok;Shin, Yun-A;Kim, Hee-Young
    • Research in Community and Public Health Nursing
    • /
    • v.19 no.4
    • /
    • pp.704-714
    • /
    • 2008
  • Purpose: This study explored the feasibility of a 12 week self-efficacy based exercise intervention for overweight and obese college students. Method: A repeated measure, 4-group randomized controlled design was used. Students were recruited from two universities. in Seoul. Korea using: (1) flyers either on the campus bulletin boards or in campus restrooms: (2) advertisement on campus e-board: and (3) self-referral. Inclusion criteria were: (1) Korean college students aged 18 to 29: (2) BMI >23: (3) viscerally obese: and (4) accessible to a phone and a computer. Participants completed three self-reported questionnaires: socio-demographic questionnaire (at the baseline), Exercise Self-Efficacy Scale (at the baseline and $12^{th}$ week), and Physical Fitness sub-subscale (at the baseline and $12^{th}$ week). Additionally. physiological data (height, weight, blood pressure) were collected at the baseline and $12^{th}$ week. Descriptive statistics and a two-way mixed ANOVA were performed using SPSS12.0. Results: No significant group difference was observed. However. students with increased exercise self-efficacy during the program showed better physical fitness in the $12^{th}$ week. When students' physical fitness was enhanced. the physiological factors were improved. Conclusions: Self-efficacy based exercise intervention may be applicable and acceptable to the college students. It is necessary to conduct a replicated study with a larger sample and an elongated intervention period.

  • PDF

Increased Prevalence of Chronic Disease in Back Pain Patients Living in Car-dependent Neighbourhoods in Canada: A Cross-sectional Analysis

  • Zeglinski-Spinney, Amy;Wai, Denise C.;Phan, Philippe;Tsai, Eve C.;Stratton, Alexandra;Kingwell, Stephen P.;Roffey, Darren M.;Wai, Eugene K.
    • Journal of Preventive Medicine and Public Health
    • /
    • v.51 no.5
    • /
    • pp.227-233
    • /
    • 2018
  • Objectives: Chronic diseases, including back pain, result in significant patient morbidity and societal burden. Overall improvement in physical fitness is recommended for prevention and treatment. Walking is a convenient modality for achieving initial gains. Our objective was to determine whether neighbourhood walkability, acting as a surrogate measure of physical fitness, was associated with the presence of chronic disease. Methods: We conducted a cross-sectional study of prospectively collected data from a prior randomized cohort study of 227 patients referred for tertiary assessment of chronic back pain in Ottawa, ON, Canada. The Charlson Comorbidity Index (CCI) was calculated from patient-completed questionnaires and medical record review. Using patients' postal codes, neighbourhood walkability was determined using the Walk Score, which awards points based on the distance to the closest amenities, yielding a score from 0 to 100 (0-50: car-dependent; 50-100: walkable). Results: Based on the Walk Score, 134 patients lived in car-dependent neighborhoods and 93 lived in walkable neighborhoods. A multivariate logistic regression model, adjusted for age, gender, rural postal code, body mass index, smoking, median household income, percent employment, pain, and disability, demonstrated an adjusted odds ratio of 2.75 (95% confidence interval, 1.16 to 6.53) times higher prevalence for having a chronic disease for patients living in a car-dependent neighborhood. There was also a significant dose-related association (p=0.01; Mantel-Haenszel chi-square=6.4) between living in car-dependent neighbourhoods and more severe CCI scores. Conclusions: Our findings suggest that advocating for improved neighbourhood planning to permit greater walkability may help offset the burden of chronic disease.

A Study on the Size System for Women's Suits and the Customer Satisfaction with Fitness in China -With the Focus on the Adult Female Residents of Beijing- (중국 기성복의 호칭과 맞음새 관련 소비자 만족도 조사 -북경에 거주하는 성인 여성을 중심으로-)

  • Seok Hye-Jung;Kim In-Suk
    • Journal of the Korean Society of Clothing and Textiles
    • /
    • v.30 no.1 s.149
    • /
    • pp.125-136
    • /
    • 2006
  • The purpose of this study was to examine the size system of women's suits on the market in China and the levels of satisfaction on the fit experienced by Chinese customers, and thereby to look into the problems relating to the fit of Chinese women's suits. The findings were as follows: 1. The size fur women's suits currently on sale in China was indicated by the number by all manufacturers. The size of the largest production was in the order of 165-88A, 160-84A, and 170-92A for jackets; 160-68A, 165-72A, and 170-76A far pants and skirt. 2. The survey on the recognition of the size for ready-made suits showed the response rate of $91.1\%$ for jackets, $58.7\%$ for pants, and $56.3\%$ for skirts, indicating the higher recognition level in the measure for jackets in comparison with pants. 3. The survey on the satisfaction with the fitness for each item of women's suits(jackets, pants, and skirts) showed the satisfaction levels of $3.05\~3.63$ for all items, above the ordinary figures. Of the three items, the satisfaction level of pants was lowest. 4. The survey on the repair frequency for each item of suits showed $53.2\%$ for jackets, $52.5\%$ for pants, and $30.4\%$ for skirts, that of the skirts being lower than those of the other items.

A novel retentive type of dental implant prosthesis: marginal fitness of the cementless double crown type implant prosthesis evaluated by bacterial penetration and viability

  • Hong, Seoung-Jin;Kwon, Kung-Rock;Jang, Eun-Young;Moon, Ji-Hoi
    • The Journal of Advanced Prosthodontics
    • /
    • v.12 no.4
    • /
    • pp.233-238
    • /
    • 2020
  • PURPOSE. This study aims to compare the marginal fitness of two types of implant-supported fixed dental prosthesis, i.e., cementless fixation (CL.F) system and cement-retained type. MATERIALS AND METHODS. In each group, ten specimens were assessed. Each specimen comprised implant lab analog, titanium abutment fabricated with a 2-degree tapered axial wall, and zirconia crown. The crown of the CL.F system was retained by frictional force between abutment and relined composite resin. In the cement-retained type, zinc oxide eugenol cement was used to set crown and abutment. All specimens were sterilized with ethylene oxide, immersed in Prevotella intermedia culture in a 50 mL tube, and incubated with rotation. After 48 h, the specimens were washed thoroughly before separating the crown and abutment. The bacteria that penetrated into the crown-abutment interface were collected by washing with 500 µL of sterile saline. The bacterial cell number was quantified using the agar plate count technique. The BacTiter-Glo Microbial Cell Viability Assay Kit was used to measure bacterial adenosine triphosphate (ATP)-bioluminescence, which reflects the bacterial viability. The t-test was performed, and the significance level was set at 5%. RESULTS. The number of penetrating bacterial cells assessed by colony-forming units was approximately 33% lower in the CL.F system than in the cement-retained type (P<.05). ATP-bioluminescence was approximately 41% lower in the CL.F system than in the cement-retained type (P<.05). CONCLUSION. The CL.F system is more resistant to bacterial penetration into the abutment-crown interface than the cement-retained type, thereby indicating a precise marginal fit.