• Title/Summary/Keyword: Dynamic Programming

Search Result 956, Processing Time 0.028 seconds

Sequencing receiving and delivery operations for a Transfer Crane (트랜스퍼 크레인의 반입 및 반출 작업순서 결정규칙)

  • 이경모;김갑환
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
    • /
    • 1998.10a
    • /
    • pp.309-313
    • /
    • 1998
  • Delay time of receiving and delivery is one of important factors that should be considered in the evaluation of the customer service level of a container terminal. In this study, dispatching rules are tested with the objective of minimizing the service delay time for arriving outside trucks. A dynamic programming model is suggested for a static dispatching problem in which all the truck arrivals are known in advance. In order to overcome the excessive computational time of the dynamic programming technique, several heuristic rules are suggested that can be applied in practices. A simulation study is carried out to test the performances of the heuristic rules.

  • PDF

Finite-Horizon Online Transmission Scheduling on an Energy Harvesting Communication Link with a Discrete Set of Rates

  • Bacinoglu, Baran Tan;Uysal-Biyikoglu, Elif
    • Journal of Communications and Networks
    • /
    • v.16 no.3
    • /
    • pp.293-300
    • /
    • 2014
  • As energy harvesting communication systems emerge, there is a need for transmission schemes that dynamically adapt to the energy harvesting process. In this paper, after exhibiting a finite-horizon online throughput-maximizing scheduling problem formulation and the structure of its optimal solution within a dynamic programming formulation, a low complexity online scheduling policy is proposed. The policy exploits the existence of thresholds for choosing rate and power levels as a function of stored energy, harvest state and time until the end of the horizon. The policy, which is based on computing an expected threshold, performs close to optimal on a wide range of example energy harvest patterns. Moreover, it achieves higher throughput values for a given delay, than throughput-optimal online policies developed based on infinite-horizon formulations in recent literature. The solution is extended to include ergodic time-varying (fading) channels, and a corresponding low complexity policy is proposed and evaluated for this case as well.

Research of Direct Load Control Considering Unit Commitment (기동정지계획을 고려한 직접부하제어에 관한 연구)

  • Lee, Buhm;Kim, Y.H.;Kim, H.J.;Moon, H.K.;Jung, H.S.;Lee, Y.K.;Choi, S.K.
    • Proceedings of the KIEE Conference
    • /
    • 2001.05a
    • /
    • pp.220-222
    • /
    • 2001
  • This paper describes the optimizing method of direct load control (DLC) considering unit commitment which is based on dynamic programming. To consider the unit commitment on DLC, 3-Dimensional dynamic programming as a new unit commitment method is developed. And, this method is applied to DLC. As a result, optimization of operating schedule with DLC is possible. This method is applied to the test system, and usefulness of the method is verified.

  • PDF

Clustering of Stereo Matching Data for Vehicle Segmentation (차량분리를 위한 스테레오매칭 데이터의 클러스터링)

  • Lee, Ki-Yong;Lee, Joon-Woong
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.16 no.8
    • /
    • pp.744-750
    • /
    • 2010
  • To segment instances of vehicle classes in a sparse stereo-matching data set, this paper presents an algorithm for clustering based on DP (Dynamic Programming). The algorithm is agglomerative: it begins with each element in the set as a separate cluster and merges them into successively larger clusters according to similarity of two clusters. Here, similarity is formulated as a cost function of DP. The proposed algorithm is proven to be effective by experiments performed on various images acquired by a moving vehicle.

A Reusable SQL Injection Detection Method for Java Web Applications

  • He, Chengwan;He, Yue
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.14 no.6
    • /
    • pp.2576-2590
    • /
    • 2020
  • The fundamental reason why most SQL injection detection methods are difficult to use in practice is the low reusability of the implementation code. This paper presents a reusable SQL injection detection method for Java Web applications based on AOP (Aspect-Oriented Programming) and dynamic taint analysis, which encapsulates the dynamic taint analysis processes into different aspects and establishes aspect library to realize the large-grained reuse of the code for detecting SQL injection attacks. A metamodel of aspect library is proposed, and a management tool for the aspect library is implemented. Experiments show that this method can effectively detect 7 known types of SQL injection attack such as tautologies, logically incorrect queries, union query, piggy-backed queries, stored procedures, inference query, alternate encodings and so on, and support the large-grained reuse of the code for detecting SQL injection attacks.

The Decision of Critical Measurement Point Using Dynamic Programming in the Business Process Reengineering (동적계획법을 이용한 업무재설계과정에서의 주요측정점 선정에 관한 연구)

  • 김창훈;윤덕균
    • Journal of Korean Society of Industrial and Systems Engineering
    • /
    • v.19 no.37
    • /
    • pp.53-61
    • /
    • 1996
  • Recently the business transformaton of a company is achieved through the business process re-design and total quality management concept. This paper focused on the decision of the critical measurement point(CMP) for maximizing the effectiveness of the business process reengineering. In general, the types of business processes can be classified into two kinds, serial processes with IPO(input/process/output) type and non-serial processes with workflow type. The traditional method of selecting the CMP relies on the experiences and intuitions of the process owners. We suggest a mathematical method for more objective selection of CMP by using Dynamic Programming.

  • PDF

Tracking and Recognizing Hand Gestures using Kalman Filter and Continuous Dynamic Programming (연속DP와 칼만필터를 이용한 손동작의 추적 및 인식)

  • 문인혁;금영광
    • Proceedings of the IEEK Conference
    • /
    • 2002.06c
    • /
    • pp.13-16
    • /
    • 2002
  • This paper proposes a method to track hand gesture and to recognize the gesture pattern using Kalman filter and continuous dynamic programming (CDP). The positions of hands are predicted by Kalman filter, and corresponding pixels to the hands are extracted by skin color filter. The center of gravity of the hands is the same as the input pattern vector. The input gesture is then recognized by matching with the reference gesture patterns using CDP. From experimental results to recognize circle shape gesture and intention gestures such as “Come on” and “Bye-bye”, we show the proposed method is feasible to the hand gesture-based human -computer interaction.

  • PDF

Application of Dynamic Programming to Optimization of a System Reliability

  • Sok, Yong-U
    • Journal of the military operations research society of Korea
    • /
    • v.24 no.2
    • /
    • pp.130-145
    • /
    • 1998
  • This paper is concerned with the optimization of a system reliability. Two kinds of the reliability model for optimal allocation of parallel redundancy are considered. The algorithm for solving the optimal redundancy problem is proposed by the use of dynamic programming(DP) method. The problem is approached with a standard DP formulation and the DP algorithm is applied to the model and then the optimal solution is found by the backtracking method. The method is applicable to the models having no constraints or having a cost constraint subject to a specified minimum requirement of the system reliability. A consequence of this study is that the developed computer program package are implemental for the optimization of the system reliability.

  • PDF

Propagation Neural Networks for Real-time Recognition of Error Data (에라 정보의 실시간 인식을 위한 전파신경망)

  • Kim, Jong-Man;Hwang, Jong-Sun;Kim, Young-Min
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
    • /
    • 2001.11b
    • /
    • pp.46-51
    • /
    • 2001
  • For Fast Real-time Recognition of Nonlinear Error Data, a new Neural Network algorithm which recognized the map in real time is proposed. The proposed neural network technique is the real time computation method through the inter-node diffusion, In the network, a node corresponds to a state in the quantized input space. Each node is composed of a processing unit and fixed weights from its neighbor nodes as well as its input terminal. The most reliable algorithm derived for real time recognition of map, is a dynamic programming based algorithm based on sequence matching techniques that would process the data as it arrives and could therefore provide continuously updated neighbor information estimates. Through several simulation experiments, real time reconstruction of the nonlinear map information is processed,

  • PDF

A Sequence Similarity Algorithm Irrelevant to Sequence Length (서열의 길이에 무관한 유사도 측정 알고리즘)

  • Kim, Jae-Kwang;Lee, Jee-Hyong
    • Proceedings of the Korean Institute of Intelligent Systems Conference
    • /
    • 2008.04a
    • /
    • pp.13-16
    • /
    • 2008
  • Dynamic Programming (DP)을 이용한 서열 비교 알고리즘은 DNA, RNA, 단백질 서열의 비교와 프로그래밍 소스 코드 유사도를 측정하는 곳 등에 널리 사용되어 왔다. 이 알고리즘은 DP를 이용하여 행렬을 구성한 후, 행렬의 가장 마지막 생성 값을 이용해 두 서열의 유사도를 측정하는 방법이다. 그러나 이 알고리즘에서 사용하는 마지막 생성 값은 비교 서열이 길이에 따라 크게 좌우되기 때문에 다양한 서열들의 유사도를 알아내기에는 부적합하다. 본 논문에서는 서열의 길이에 무관한 유사도 측정 (S2) 알고리즘을 제안한다. 제안된 알고리즘을 이용하면 비교 서열의 길이에 영향을 받지 않고 정당한 서열 비교를 할 수 있다. 제안된 알고리즘의 검증을 위해 본 논문에서는 프로그램 소스 코드의 유사도 측정을 수행한다.

  • PDF