• 제목/요약/키워드: resource minimization

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SINGLE-MACHINE SCHEDULING PROBLEMS WITH AN AGING EFFECT

  • Zhao, Chuan-Li;Tang, Heng-Yong
    • Journal of applied mathematics & informatics
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    • 제25권1_2호
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    • pp.305-314
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    • 2007
  • This paper considers single machine scheduling problems where the processing time of a job increases as a function of its position in the sequence. In this model, the later a given job is scheduled in the sequence, the longer its processing time. It is shown that the optimal schedule may be very different from that of the classical version of the problem. We introduce polynomial solutions for the makespan minimization problem, the sum of completion times minimization problem and the sum of earliness penalties minimization problem. For two resource constrained problems, based on the analysis of the problems, the optimal resource allocation methods are presented, respectively.

반복공정 최적 공법대안 선정 방법 (Optimizing Construction Alternatives for Repetitive Scheduling)

  • 박상민;이동은
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2015년도 춘계 학술논문 발표대회
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    • pp.132-133
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    • 2015
  • Efficient scheduling and resource management are the key factor to reduce construction project budget (e.g., labor cost, equipment cost, material cost, etc.). Resource-based line of balance (LOB) technique has been used to complement the limitations of time-driven scheduling techniques (e.g., critical-path method). Optimizing construction alternatives contributes cost savings while honoring the project deadline. However, existing LOB scheduling is lack of identifying optimal resource combination. This study presents a method which identifies the optimal construction alternatives, hence achieving resource minimization in a repetitive construction by using genetic algorithm (GA). The method provides efficient planning tool that enhances the usability of the system.

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Optimizing Construction Alternatives for Scheduling Repetitive Units

  • Park, Sang-Min;Lee, Dong-Eun
    • 국제학술발표논문집
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    • The 6th International Conference on Construction Engineering and Project Management
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    • pp.158-160
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    • 2015
  • Efficient scheduling and resource management are the key factor to reduce construction project budget (e.g., labor cost, equipment cost, material cost, etc.). Resource-based line of balance (LOB) technique has been used to complement the limitations of existing time-driven scheduling techniques (e.g., critical-path method). Optimizing construction alternatives contributes to cost savings while honoring the project deadline. However, existing LOB scheduling is lack of identifying optimal resource combination. This study presents a method which identifies the optimal construction alternatives, hence achieving resource minimization in a repetitive construction by using genetic algorithm (GA). The method provides efficient planning tool that enhances the usability of the system.

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Resource scheduling scheme for 5G mmWave CP-OFDM based wireless networks with delay and power allocation optimizations

  • Marcus Vinicius G. Ferreira;Flavio H. T. Vieira;Alisson A. Cardoso
    • ETRI Journal
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    • 제45권1호
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    • pp.45-59
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    • 2023
  • In this paper, to optimize the average delay and power allocation (PA) for system users, we propose a resource scheduling scheme for wireless networks based on Cyclic Prefix Orthogonal Frequency Division Multiplexing (CP-OFDM) according to the first fifth-generation standards. For delay minimization, we solve a throughput maximization problem that considers CPOFDM systems with carrier aggregation (CA). Regarding PA, we consider an approach that involves maximizing goodput using an effective signal-to-noise ratio. An algorithm for jointly solving delay minimization through computation of required user rates and optimizing the power allocated to users is proposed to compose the resource allocation approach. In wireless network simulations, we consider a scenario with the following capabilities: CA, 256-Quadrature Amplitude Modulation, millimeter waves above 6 GHz, and a radio frame structure with 120 KHz spacing between the subcarriers. The performance of the proposed resource allocation algorithm is evaluated and compared with those of other algorithms from the literature using computational simulations in terms of various Quality of Service parameters, such as the throughput, delay, fairness index, and loss rate.

A Multi-Resource Leveling Algorithm for Project Networks

  • Lee, Chung-Ung
    • 한국국방경영분석학회지
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    • 제3권1호
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    • pp.123-136
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    • 1977
  • This thesis presents a modification and extension to the Burgess and Killebrew heuristic resource leveling procedure for project networks. In contrast to previous algorithms appearing in the literature, the objective function of this algorithm. is the minimization of the sum of the squared errors in each time period (deviations around the mean usage) of all resources over the duration of the project. This objective function continues the search for an improved schedule beyond that of previous algorithms with their associated objective functions. One important feature is that the algorithm tends to reduce the number of periods that a resource is idle during its duration on the project.

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Management Strategies of Livestock Waste Minimization and Resource Conservation

  • Kim, Kyung-Sook;Won, Hyo-Joung;Chung, Jae-Chun;Choi, Deuk-Soo
    • 유기물자원화
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    • 제8권1호
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    • pp.83-89
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    • 2000
  • There is no simple method to solve livestock waste problems satisfactorily. For a successful solution, various methods should be well organized orderly depending upon the situation. Even in the livestock waste management, integrated waste management principle should be applied. Minimization of livestock waste generation is the first priority. It is also important to distribute fairly livestock farms throughout the nation. Efficient management of permit system is equally important. Permit should be given only when the farmer have enough grass-land on which the farmer can apply more than two thirds of livestock waste generated or when the farm have an anaerobic digestor in which store livestock waste generated for at least 3 months. In principle, livestock waste should be treated in the farm and it is desirable to operate composting facilities in the farm site too.

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건설자재의 적정 리드타임 산정에 관한 연구 (A Study on Optimal Lead Time Selection Measures of the Construction Materials)

  • 이상범
    • 한국건축시공학회지
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    • 제4권1호
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    • pp.105-110
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    • 2004
  • Resource procurement is an important management area because cost of resource covers 40% of total construction project cost and resource delivery has direct relationship with project performance. Integration of cost provides various potentials for effective and efficient project control. This study investigates the usefulness of time in resource procurement management focused on materials. These days, construction projects have characterized manufacture because of industrialization and component. Therefore, application of systematic resource planning has been requested in the construction. There are many companies conducting procurement of resource on the web by applying MRP, ERP etc. in the construction. However, in applying them in the construction yet, there is obstruction. MRP has the character doing its function under accurate cost prediction of resource. But prediction of resource is difficult in industry mechanism of the construction. If accurate cost prediction of resource is possible in the construction, it will be expected to reduce cost of procurement of resource substantially by applying successful resource planning model in the manufacture. On the basis of recent current, the purpose of study is to present procurement of resource system that period observance of construction and minimization of stock is possible by reflecting accurate lead-time to apply proactive thought to be able to cope with alteration of construction schedule efficiently in analyzing resource planning of the construction site.

무선랜 간섭 환경에서 지그비 네트워크 성능 개선을 위한 채널 선택 기법 (Channel Selection Scheme to Improve the Performance of Zigbee Networks over WLAN Interference Environment)

  • 손종인;정광수
    • 한국ITS학회 논문지
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    • 제11권2호
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    • pp.102-110
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    • 2012
  • 저전력 근거리 통신을 목적으로 개발된 지그비 네트워크는 유비쿼터스 컴퓨팅을 위한 홈네트워크 솔루션으로 많이 활용되고 있다. 하지만 최근 스마트폰 및 타블렛 PC의 보급으로 인해 지그비 네트워크와 동일 주파수를 사용하는 무선랜의 사용이 증가하였고, 이로 인해 주파수 간섭 문제가 빈번히 발생하게 되었다. 이와 같은 주파수 간섭 문제를 해결하기 위해 지그비 네트워크에서의 간섭 최소화 기법의 연구가 활발히 진행되었다. 하지만 기존의 간섭 최소화 기법은 간섭탐지를 위한 자원 소모가 크거나 간섭 회피를 위한 채널 호핑 시간이 길다는 문제를 갖는다. 본 논문에서는 이러한 문제점을 개선하기 위한 방법을 제안한다. 제안하는 간섭 최소화 기법은 불필요한 자원의 낭비를 줄이기 위해 ACK 메커니즘을 이용하여 간섭을 탐지하며, 테이블 기반의 채널 호핑 기법을 통해 기존의 기법보다 빠르게 간섭을 회피한다. OPNET 시뮬레이터를 이용하여 제안하는 간섭 최소화 기법의 성능을 평가하였다. 실험 결과를 통해 간섭 발생시 제안하는 기법이 기존 기법보다 빠른 채널 호핑이 가능하고 이로 인해 네트워크의 성능을 향상시킬 수 있음을 확인하였다.

A Dual-Population Memetic Algorithm for Minimizing Total Cost of Multi-Mode Resource-Constrained Project Scheduling

  • Chen, Zhi-Jie;Chyu, Chiuh-Cheng
    • Industrial Engineering and Management Systems
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    • 제9권2호
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    • pp.70-79
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    • 2010
  • Makespan and cost minimization are two important factors in project investment. This paper considers a multi-mode resource-constrained project scheduling problem with the objective of minimizing costs, subject to a deadline constraint. A number of studies have focused on minimizing makespan or resource availability cost with a specified deadline. This problem assumes a fixed cost for the availability of each renewable resource per period, and the project cost to be minimized is the sum of the variable cost associated with the execution mode of each activity. The presented memetic algorithm (MA) consists of three features: (1) a truncated branch and bound heuristic that serves as effective preprocessing in forming the initial population; (2) a strategy that maintains two populations, which respectively store deadline-feasible and infeasible solutions, enabling the MA to explore quality solutions in a broader resource-feasible space; (3) a repair-and-improvement local search scheme that refines each offspring and updates the two populations. The MA is tested via ProGen generated instances with problem sizes of 18, 20, and 30. The experimental results indicate that the MA performs exceptionally well in both effectiveness and efficiency using the optimal solutions or the current best solutions for the comparison standard.

자원 제약이 없는 환경에서 부분 우선순위를 고려한 Earliness-Tardiness 최적 일정계획 알고리즘 (An Algorithm for Resource-Unconstrained Earliness-Tardiness Problem with Partial Precedences)

  • 하병현
    • 한국경영과학회지
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    • 제38권2호
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    • pp.141-157
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    • 2013
  • In this paper, we consider the minimization of the total weighted earliness-tardiness penalty of jobs, regarding the partial precedences between jobs. We present an optimal scheduling algorithm in O(n(n+m log m)) where n is the number of jobs and m is the number of partial precedences. In the algorithm, the optimal schedule is constructed iteratively by considering each group of contiguous jobs as a block that is represented by a tree.