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41.
A Tabu-Search Hyperheuristic for Timetabling and Rostering 总被引:4,自引:0,他引:4
Hyperheuristics can be defined to be heuristics which choose between heuristics in order to solve a given optimisation problem. The main motivation behind the development of such approaches is the goal of developing automated scheduling methods which are not restricted to one problem. In this paper we report the investigation of a hyperheuristic approach and evaluate it on various instances of two distinct timetabling and rostering problems. In the framework of our hyperheuristic approach, heuristics compete using rules based on the principles of reinforcement learning. A tabu list of heuristics is also maintained which prevents certain heuristics from being chosen at certain times during the search. We demonstrate that this tabu-search hyperheuristic is an easily re-usable method which can produce solutions of at least acceptable quality across a variety of problems and instances. In effect the proposed method is capable of producing solutions that are competitive with those obtained using state-of-the-art problem-specific techniques for the problems studied here, but is fundamentally more general than those techniques. 相似文献
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The optimisation of a printed circuit board assembly line is mainly influenced by the constraints of the surface mount device (SMD) placement machine and the characteristics of the production environment. This paper surveys the characteristics of the various machine technologies and classifies them into five categories (dual-delivery, multi-station, turret-type, multi-head and sequential pick-and-place), based on their specifications and operational methods. Using this classification, we associate the machine technologies with heuristic methods and discuss the scheduling issues of each category of machine. We see the main contribution of this work as providing a classification for SMD placement machines and to survey the heuristics that have been used on different machines. We hope that this will guide other researchers so that they can subsequently use the classification or heuristics, or even design new heuristics that are more appropriate to the machine under consideration. 相似文献
44.
K. Kendall 《Journal of Polymer Science.Polymer Physics》1974,12(2):295-301
The adhesion to glass of rubbers with different relaxation properties but similar surface condition has been compared using the thin film peel test. At higher peeling stresses, the rubber–glass interface fractured at constant velocity and all rubbers gave the same adhesive energy values. However, at lower peel stresses, the lossy rubber appeared to adhere more strongly due to a crack-slowing phenomenon at the rubber–glass interface. 相似文献
45.
Cost minimization multi-product production problems with static production resource usage and internal product flow requirements have been solved by linear programming (LP) with input/output analysis. If the problem is complicated by interval resource estimates, interval linear programming (ILP) can be used. The solution of realistic problems by the above method is cumbersome. This paper suggests that linear goal programming (LGP) can be used to model a multi-product production system. LGP's unique modeling capabilities are used to solve a production planning problem with variable resource parameters. Input/output analysis is used to determine the technological coefficients for the goal constraints and is also used to derive an information sub-model that is used to reduce the number of variable resource goal constraints. Preliminary findings suggest that the LGP approach is more cost-efficient (in terms of CPU time) and in addition provides valuable information for aggregate planning. 相似文献
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W.R. Ditzler M. Breidenbach J.I. Friedman H.W. Kendall J.S. Poucher E.D. Bloom R.L.A. Cottrell D.H. Coward H. DeStaebler C.L. Jordan H. Piel R.E. Taylor 《Physics letters. [Part B]》1975,57(2):201-204
Cross sections for inclusive inelastic electron scattering from H, D, Be, Al, Cu and Au have been measured at 6° for incident energies up to 19.5 GeV. Within the stated errors, the cross sections were found to be directly proportional to the sum of the constituent nucleon cross sections. 相似文献
48.
E.M. Riordan A. Bodek M. Breidenbach D.L. Dubin J.E. Elias J.I. Friedman H.W. Kendall J.S. Poucher M.R. Sogard D.H. Coward 《Physics letters. [Part B]》1974,52(2):249-252
Deep-inelastic structure functions W1 and W2 have been extracted from electron-proton scattering cross sections that were measured in recent experiments at SLAC. The structure functions display deviations from scaling in the variable ω in the kinetic range 1.5 ? ω ? 3.0 and 2 ? Q2 ? 15 GeV2. 相似文献
49.
W. S. Kendall 《Probability Theory and Related Fields》1980,52(3):267-276
Summary Two generalisations of Brownian motion to several-dimensional time are considered and the topology of their level sets is analysed. It is shown that for these maps non-trivial contours are quite rare — their union has Lebesgue measure zero. The boundedness of all contours is established for the generalisation due to Lévy. For the other, the Brownian sheet, a partial result concerning the behaviour of the zero contour near the boundary is established.Most of the results in this paper were obtained in the course of an S.R.C studentship at the University of Oxford, and appear in the ensuing D. Phil. thesis. I wish to acknowledge the encouragement of my supervisor John Kingman, and the stimulus of correspondence with J.B. Walsh and R. Pyke. 相似文献
50.