A search space analysis of the Job Shop Scheduling Problem

A computational study for the Job Shop Scheduling Problem is presented. Thereby,emphasis is put on the structure of the search space as it appears for local search. A statisticalanalysis of the search space reveals the impact of inherent properties of the problem onlocal search based heuristics.

[1]  Egon Balas,et al.  The Shifting Bottleneck Procedure for Job Shop Scheduling , 1988 .

[2]  Bernard Manderick,et al.  The Genetic Algorithm and the Structure of the Fitness Landscape , 1991, ICGA.

[3]  C.K. Wong,et al.  Two simulated annealing-based heuristics for the job shop scheduling problem , 1999, Eur. J. Oper. Res..

[4]  Christian Bierwirth,et al.  On Permutation Representations for Scheduling Problems , 1996, PPSN.

[5]  Yves Rochat,et al.  Probabilistic diversification and intensification in local search for vehicle routing , 1995, J. Heuristics.

[6]  Bernd Freisleben,et al.  New Genetic Local Search Operators for the Traveling Salesman Problem , 1996, PPSN.

[7]  Stuart A. Kauffman,et al.  ORIGINS OF ORDER , 2019, Origins of Order.

[8]  P. Stadler,et al.  The landscape of the traveling salesman problem , 1992 .

[9]  Kathryn A. Dowsland,et al.  Using Simulated Annealing for Efficient Allocation of Students to Practical Classes , 1993 .

[10]  Heinz Mühlenbein,et al.  Evolution in Time and Space - The Parallel Genetic Algorithm , 1990, FOGA.

[11]  R. Storer,et al.  New search spaces for sequencing problems with application to job shop scheduling , 1992 .

[12]  Rjm Rob Vaessens Generalized job shop scheduling : complexity and local search , 1995 .

[13]  É. Taillard COMPARISON OF ITERATIVE SEARCHES FOR THE QUADRATIC ASSIGNMENT PROBLEM. , 1995 .

[14]  Egon Balas,et al.  Guided Local Search with Shifting Bottleneck for Job Shop Scheduling , 1998 .

[15]  Dirk C. Mattfeld,et al.  Evolutionary Search and the Job Shop - Investigations on Genetic Algorithms for Production Scheduling , 1996, Production and Logistics.

[16]  Jan Karel Lenstra,et al.  Job Shop Scheduling by Simulated Annealing , 1992, Oper. Res..

[17]  Jacek Blazewicz,et al.  The job shop scheduling problem: Conventional and new solution techniques , 1996 .

[18]  E. Nowicki,et al.  A Fast Taboo Search Algorithm for the Job Shop Problem , 1996 .

[19]  Éric D. Taillard,et al.  Benchmarks for basic scheduling problems , 1993 .