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单机双目标排序与调度(studies on some single machine bi-criteria)
  • 书号:7030133102
    作者:万国华
  • 外文书名:
  • 装帧:
    开本:A5
  • 页数:140
    字数:100000
    语种:
  • 出版社:科学出版社
    出版时间:2004-09-14
  • 所属分类:TN4 微电子学、集成电路(IC)
  • 定价: ¥18.00元
    售价: ¥14.22元
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This book is mainly concerned with single machine bicriteria scheduling problems . Following a theoretic framework and a literature survey, four single machine b icriteria scheduling problems are studied. ?
The first one is a single machine scheduling problem to minimize the total weigh ted earliness subject to minimal number of tardy jobs. First, several properties of the problem are discussed in analyzing the problem. Then, a heuristic algori thm of time complexity O(n2) and an efficient branch and bound algorit hm a re proposed. The computational experiments show that the heuristic algorithm is ?effective? in terms of quality of the solutions in most instances while the b ranch and bound algorithm is efficient for medium sized problems. ?
The second one is a single machine scheduling problem with distinct due windows to minimize total weighted earliness and tardiness. A mathematical formulation i s presented and several important properties of the problem are studied. Then an optimal timing algorithm to decide job completion times for a given job sequenc e is proposed. The Tabu search scheme is employed together with the optimal timi ng algorithm to generate job sequences and final schedules. Several experiments were designed and carried out to demonstrate the performance of the proposed app roach.?
The third one is a single machine common due window scheduling problem in which job processing times are controllable with linear costs. The objective of the pr oblem is to find a job sequence, a processing time for each job, and a position of the common due window to minimize the total cost of weighted earliness/tardin ess and processing time compression. Several properties of the problem are studi ed and a polynomial time algorithm of time complexity ?O(n3) is developed f or solving the problem. ?
The last one is concerned with the computational complexity of a single machine scheduling problem to minimize total processing plus weighted flow cost. The com putational complexity of the problem has been open for some twenty years. A posi tive answer to a conjecture for this problem is presented, showing that it is NP hard at least in the ordinary sense.?
Finally, some concluding remarks and future research directions relevant to the studies are given, providing a guideline for further research.
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目录

  • Contents
    Preface
    List of Figures
    List of Tables
    Chapter 1 Introduction
    1?1Introduction to Scheduling Problems
    1?2Motivations and the Problems
    1?2?1Motivations
    1?2?2Problem settings
    1?2?3The problems
    1?3Outline and Contributions
    Chapter 2〖ZK(〗Single Machine Bicriteria Schedulin g:?A Survey
    2?1Introduction and Background
    2?2〖ZK(〗A Framework of Bicriteria Scheduling Problems
    2?2?1〖ZK(〗Nature of the problems: deterministic or sto?chastic
    2?2?2Machine environments
    2?2?3Performance measures
    2?2?4Scheduling criteria
    2?2?5Solution approaches
    2?2?6〖ZK(〗A framework for single machine bicriteria?scheduling problems
    2?3 A Summary of Single Machine Bicriteria Scheduling?Literature
    2?3?1Pareto optimization
    2?3?2Hierarchical optimization
    2?3?3Weighted?sum optimization
    2?3?4〖ZK(〗Earliness and Tardiness Scheduling Models
    2?3?5〖ZK(〗Other bicriteria related scheduling research
    2?3?6Observations
    2?4Conclusions
    Chapter 3〖ZK(〗Single Machine Scheduling to Minimize?Total〖KG?2〗Weighted〖KG?2〗Earliness〖KG?2〗Subject〖KG?2〗to?Minimal Number of Tardy Jobs
    Contents
    3?1Introduction
    3?2Notations and Basic Properties of the Problem
    3?3A Heuristic and the Polynomially Solvable Cases
    3?4A Branch and Bound Algorithm
    3?5Computational Experiments
    3?6Conclusions
    Chapter 4〖ZK(〗Tabu Search for Total Weighted Earliness and Tardiness Minimization on a Single Machine with Distinct Due Windows
    4?1Introduction
    4?2Problem Description and the Properties
    4?3The Optimal Timing Algorithm
    4?4〖ZK(〗Sequencing by Tabu Search
    4?4?1Neighborhood
    4?4?2Tabu list
    4?4?3Aspiration criterion
    4?4?4Initial solutions and the stopping criteria
    4?4?5〖ZK(〗Incorporating optimality properties into the TS procedure
    4?5〖ZK(〗Computational Experiments
    4?5?1Problem instance generation
    4?5?2Computational results
    4?6Conclusions
    Chapter 5〖ZK(〗Single Machine Common Due Window Sche duling with Controllable Job Processing?Times
    5?1Introduction
    5?2Problem Formulation
    5?3Properties of the Problem
    5?4An Algorithm to Solve the Problem
    5?5Conclusions
    Chapter 6〖ZK(〗Single Machine Scheduling to Minimize Total Compression plus Weighted Flow?Cost Is NP?Hard
    6?1Introduction
    6?2Problem Description
    6?3NP?Hardness of the Problem
    Chapter 7Conclusions and Outlook
    7?1Conclusions
    7?2Outlook of the Future Research
    References
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