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AN immune algorithm.FOR BATCH JOB-SHOP SCHEDULING WITH MULTI-OBJECTIVES

AN IMMUNE ALGORITHM FOR BATCH JOB-SHOP SCHEDULING WITH MULTI...

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International Technology and Innovation Conference 2006

作者： ZHOU Yaqin LI Beizhi YANG Jianguo WANG Qingxia School of Mechanical Engineering Donghua University Shanghai 201620 China

＜正＞Job-shop scheduling is a difficult type of production planning problem, of which the primary characteristic is that the processing route of each job is different. Mostly, more than one workpiece of each type are to be produced in practical production. Thus makes the batch job-shop sequencing problem more important, although there is little literature concerning it. In most studies on job-shop scheduling problems, the objective is usually to determine the sequence of jobs to minimize the makespan. The delay time of jobs, the availability of key machine and the average queuing time of jobs are also the objectives to be considered synthetically in real manufacturing process. In this paper, a batch job-shop scheduling problem with multi-objectives is studied. First, the description of this problem is given with its model and the mathematical model of the multi-objectives. Then, it is proposed how to decide the starting time of jobs on machines under different move ways. An immune algorithm.based on the biological immunity mechanism is used to solve this problem. Finally an illustrative example is tested on the software programmed according to this algorithm. The results show that the immune algorithm.proposed can solve batch job shop scheduling with multi-objectives and it is important to consider batch during scheduling.

关键词： Batch job shop scheduling multi-objectives immune algorithm.

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AN immune algorithm.FOR BATCH JOB-SHOP SCHEDULING WITH MULTI-OBJECTIVES

AN IMMUNE ALGORITHM FOR BATCH JOB-SHOP SCHEDULING WITH MULTI...

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2006年中国机械工程学会年会暨中国工程院机械与运载工程学部首届年会

作者： ZHOU Yaqin, LI Beizhi, YANG Jianguo , WANG Qingxia School of Mechanical Engineering, DongHua University, 2999 North Ren Min Road, Colledge Park, Song Jiang D.C., Shanghai, 201620, China

Job-shop scheduling is a difficult type of production planning problem, of which the primary characteristic is that the processing route of each job is different. Mostly, more than one workpiece of ea

关键词： Batch job shop scheduling multi-objectives immune algorithm.

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Study of Real-Time Detecting algorithm.on Eddy Current Nondestructive Testing

Study of Real-Time Detecting Algorithm on Eddy Current Nonde...

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第一届国际测量仪器与测试自动化学术会议

作者： Liu Donghui Yang Guofu (Hebei University of Science & Technology Shijiazhuang 050054 China)

＜正＞immune Radial Basis Function （IRBF） networks are applied to real-time online detecting systems. After completing the Eddy Current Nondestructive quantitative detecting （ECNDT） using classical RBF method, authors put forward using immune algorithm. to optimize the network structure, and using the Recursive Least Squares （RLS） algorithm.to estimate weight vector. The comparison shows that the network structure is simplified strongly while computation is reduced greatly This method can be applied online.

关键词： IRBF network ECNDT RLS immune algorithm.

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