SUN Yuan-kai, LIU Min, WU Cheng. Analysis of Characteristics of Scheduling Problem and Its Solution Space[J]. Acta Electronica Sinica, 2001, 29(8): 1042-1045.
DOI:
SUN Yuan-kai, LIU Min, WU Cheng. Analysis of Characteristics of Scheduling Problem and Its Solution Space[J]. Acta Electronica Sinica, 2001, 29(8): 1042-1045.DOI:
Analysis of Characteristics of Scheduling Problem and Its Solution Space
There are no universal criteria and foundations to evaluate approximate algorithms in combinatorial optimization fields at present
however
the focusing problems make great difference to the efficiency of algorithms.In this paper
we take the Job-shop problem as an example
analyze the characteristics of the scheduling problem and its solutions space
and propose a concept:cutting-factor.Our research shows that cutting-factor can decide the size of the solution space
and processing time of the operations can influence the roughness of the solution space;cutting-faiter and processing-time's distribution can indicate the complexity of the scheduling problem.Our study is an exploring step towards establishing universal criteria for approximate algorithms
and can guide the design of algorithms to some extent.