• 대한전자공학회:학술대회논문집
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• 대한전자공학회 1999년도 하계종합학술대회 논문집
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• pp.456-459
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• 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.

• 한국산업정보학회논문지
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• 제1권1호
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• pp.63-85
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• 1996

This paper describes the applications of genetic algorithm to nonlinear constrained optimization problems. Genetic algorithms are combinatorial in nature, and therefore are computationally suitable for treating continuous and idstrete integer design variables. For several problems , the conventional genetic algorithms are ill-defined , which comes from the application of penalty function , encoding and decoding methods, fitness scaling, and premature convergence of solution. Thus, we develope a hybrid genetic algorithm to resolve these problems and present two examples to demonstrate the effectiveness of the methodology developed in this paper.

• 한국지능시스템학회:학술대회논문집
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• 한국퍼지및지능시스템학회 1995년도 추계학술대회 학술발표 논문집
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• pp.218-223
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• 1995

A new design scheme of a binary decision tree is proposed. In this scheme a binary decision tree is constructed by using genetic algorithm and FCM algorithm. At each node optimal or near-optimal feature or feature subset among all the available features is selected based on fitness function in genetic algorithm which is inversely proportional to classification error, balance between cluster, number of feature used. The proposed design scheme is applied to the handwtitten alphabetic characters. Experimental results show the usefulness of the proposed scheme.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2003년도 하계학술대회 논문집 D
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• pp.2450-2452
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• 2003

We present a method to increase the productivity of multihead-gantry chip mounters for PCB assembly lines. To minimize the assembly time, we generate the mount sequence using the genetic algorithm. The chromosome, fitness function, and operators are newly defined to apply the algorithm. Simulation results are presented to verified the usefulness of the method.

• 기본간호학회지
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• 제17권2호
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• pp.159-168
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• 2010

Purpose: The purpose of this study was to identify the effects of 12 weeks of Tai Chi exercise on physical function, stress and depression in middle aged women with osteoarthritis. Method: The research design was a nonequivalent control group pretest-posttest design. Forty two participants were assigned to either the experimental group (21) or control group (21). Frequency, percentages, mean, standard deviations, $X^2$-test, Wilcoxon rank sum test and repeated measured ANOVA with SPSS 12.0/PC program were used to analyzed the collected data. Results: For physical function the physical fitness of the experimental group improved significantly more than the control group: Leg strength, balance, flexibility and grip strength. Difficulty of performing activity had a tendency of decrease. Stress showed a tendency of as time passed but the decrease was not significant. Depression decreased and the change was significant. Conclusion: The Tai Chi exercise was effective in improving physical function and reducing the stress and depression of middle aged women with osteoarthritis. Therefore the Tai Chi exercise could be used as a nursing intervention for osteoarthritis in middle aged women.

• 한국정보통신학회논문지
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• 제15권6호
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• pp.1251-1255
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• 2011

본 논문에서는 최적화 문제를 해결하는 기법의 하나인 유전자 알고리즘을 이용하여 모든 노드를 탐색하여 최적의 경로를 도출하는 최적화 경로 탐색 알고리즘을 제안한다. 경로를 도출하기 위해 중간 경로 노드로부터 출발지 노드 및 도착지 노드까지의 거리를 측정하여 개체를 생성한다. 출력 노드들을 도출하기 위해 생성된 개체를 적합도 함수에 적용하여 적합도를 계산한다. 계산된 적합도 값에 따라 교배를 할 노드 및 교배 지점(비트단위)을 선택한다. 선택된 노드와 교배 지점을 이용하여 개체들을 교배한다. 교배를 통해 새로운 개체를 생성한다. 새로운 개체가 적합도 조건에 만족하면 출력 노드로 도출하고, 다음 출력 노드를 도출할 때의 출발지 노드로 선택한다. 이러한 과정을 반복하여 모든 출력 노드를 도출한다. 제안된 방법을 실험한 결과, 순차 방식과 난수를 이용한 경우보다 제안된 방법이 효율적인 것을 확인하였다.

• 대한물리의학회지
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• 제7권4호
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• pp.541-550
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• 2012

PURPOSE: The purpose of this study was compare quadriceps femoris muscle activity while performing wall slide squats of four methods. METHODS: Forty subjects, with no history of patellofemoral pain, quadriceps injury, or other knee injury volunteered for this study. Muscle activation of the vastus medialis obliquus, rectus femoris, vastus lateralis muscles were recorded while subjects performed 10 consecutive wall slide squats. Subjects performed the wall slide squats during four different methods: (1) basic wall slide squat, (2) keep back upright against fitness ball, (3) standing of unstable surface, (4) squeezing ball between both knees. Statistical analysis were accomplished by utilizing the one-way ANOVA(Bonferroni's post-hoc test) by SPSS 20.0 program. Significance level was set at p<.05. RESULTS: Muscle activations induced wall slide squats of four methods compared and results showed that there was significant difference only in vastus medialis obliquus and rectus femoris but there was no significant difference in vastus lateralis. The vastus medialis obliquus was significantly different only keep back upright against fitness ball at post-hoc test. The rectus femoris was significantly different keep back upright against fitness ball and standing of unstable surface at post-hoc test. CONCLUSION: Based on these results, we conclude that quadriceps femoris muscle activations are differenced by performing wall slide squats of four different methods in healthy subjects. These data suggest that for quadriceps muscle strengthening, exercise professionals can perform the wall slide squats by altering several task variables. Further research is needed to determine the exact mechanism by which quadriceps function is altered.

• 한국재료학회지
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• 제11권6호
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• pp.492-497
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• 2001

통계적 방법을 사용하여 스퍼터 증착한 Ta 박막의 증착속도, 비저항, 면저항 균일도, 반사도, 응력 등의 물성을 측정하고 분석하였다. RS/1의 표면 반응 분석법에 의해 독립변수와 종속변수간의 함수관계를 예측하였으며. 이때 비저항과 면저항의 균일도 측면에서 최적조건은 증착 압력 2 mTorr, 증착 전력 8 W/$\textrm{cm}^2$ 및 기판온도 $20^{\circ}C$였다. 실험 모텔의 신뢰성 (fitness)은 풀링(pooling)하지 않은 경우 0.85 ~0.9의 값을 얻었다. 본 조건하에서 증착된 박막은 비저항 180$\mu$$\Omega$cm와 면저항 균일도 ~ 2%의 값을 가졌다. 투과전자 현미경과 X선 회절법을 이용하여 분석한 결과 증착된 박막은 100~200 정도의 결정립 크기를 갖는 $\beta$-Ta 임을 확인하였다.

• 한국콘텐츠학회논문지
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• 제22권1호
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• pp.47-57
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• 2022

포스트 코로나 이후 스포츠, 체육, 피트니스 등의 언텍트 환경기반 서비스가 확장되면서 VRAR 기술이 접목된 실감 콘텐츠의 요구가 확대되고 있다. 주요한 핵심기술은 센서기술을 통한 이용자 실감 데이터 제공 및 분석, 동작 인식 센서를 통한 이용자 신체 움직임 감지 및 신체 골격 포인트 지점의 실시간 측정, 다중접속 실시간 영상, AI 트레이닝 등의 다양한 기술이 활용되고 있다. 이에 본 연구는 실내기반 비대면 환경의 체육, 스포츠, 피트니스 등에 필요한 실감 콘텐츠에 관한 개발 사례 연구로 동작 인식 센서기술을 활용하여 실감 콘텐츠 개발에 필요한 측정평가 기획접근을 통하여 신체측정 실감 콘텐츠 개발 사례를 제시하였다. 실감 콘텐츠 기획은 테스트를 통해서 측정평가 기능을 활용할 수 있는 범위 안에서 전문가의 자문내용을 바탕으로 측정평가 항목을 수립하였고 실감 콘텐츠의 평가 측정 요소로 반영하여 개발에 적용하였다. 해당 연구는 스포츠 및 체육 교육 분야의 비대면 실감 콘텐츠 연구의 참고사례 및 해당 콘텐츠를 개발하고자 하는 산업체의 기획접근 참고내용으로 활용될 수 있다.

• 제어로봇시스템학회논문지
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• 제14권10호
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• pp.1029-1037
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• 2008

When a humanoid robot pushes an object with its force, it is essential to adequately control its posture so as to maximize the surplus torque far all joints. For such purpose, this study proposes a method to find an optimal posture of a humanoid robot using a genetic algorithm in such a way that the surplus torque for all joints is maximized. In this study, pushing motion of an 18-DOF humanoid robot is considered. When the robot takes a cooperative motion to push an object, the palms and soles are assumed to be fixed at the object and ground respectively, and are subjected to sense the reaction force from the object and the ground. Then, the torques for all joints are calculated and reflected to fitness function of the genetic algorithm. To verify the effectiveness of the proposed method, a number of simulations with different fitness functions are carried out. The simulation result shows that the proposed method can be adopted to find optimized posture in cooperative motion of a humanoid robot.