[PDF] Top 20 Two meta-heuristic algorithms for the dual-resource constrained flexible job-shop scheduling problem

... termed Dual-Resource Constrained (DRC) ...DRC scheduling has attracted much attention from ...the Dual- Resource Constrained Flexible Job-Shop ... See full document

... Most job shops in practice are constrained by both machine and labor ...so-called Dual Resource Constrained (DRC) job shops is typically solved in the literature via the use of ... See full document

... sizing problem has been solved using the well known dynamic programming, Wagner and Whitin, and Silver-Meal ...of problem is relatively large. Consequently, meta-heuristic algorithms ... See full document

... objectives. Two- objective and three-objective problems fall into a different class as the resulting Pareto-optimal ...optimization problem is not so clear, except for a few occasions, most practitioners ... See full document

... with two jobs, in which each operation had the same processing time in different ...the problem with the initial processes without consideration of alternative and flexibility has been investigated and the ... See full document

... Evolutionary algorithms, such as genetic algorithm (GA), are an effective type of meta-heuristic methods. Zhang et al. [11] proposed a bi-level GA in an attempt to keep the advantages of preceding ... See full document

... a scheduling algorithm for job shop scheduling problem with parallel machines and reentrant ...knowledge-based meta-heuristic algorithm, called knowledge-based variable ... See full document

... various algorithms has been the focus of optimization ...with two categories of nodes, then combine the ant system optimization meta-heuristic with local search methods to solve ... See full document

... the algorithms of a complex heuristic, like the overlap evaluator and repairers, in a hybrid GA applied to fJSP, a multi-objective ...of two variants for the repairer: one that does not take into ... See full document

... the two-layer coding of procedures and equipment commonly used in FJSP cannot be ...3*3*2 dual resource constrained flexible job shop scheduling problem ... See full document

... each job. JSSP is a sequencing problem with no machine substitute for each operation while in FJSSP, alternative machines are considered for each ...FJSSP, meta-heuristic approaches have been ... See full document

... jobshop scheduling problem is very useful as many practical production systems can be modeled as ...jobshop scheduling problem with lot streaming in the literature are not as extensive as the ... See full document

... of job completion times has ...machine scheduling models that impose constraints on both transportation capacity and transportation ...for two machine flow shop is given as F2(D),k=1|v=1,c|∑C ... See full document

... problems. Job scheduling prob- lems belong to this category and are termed NP-Hard ...of job shops is generally much larger than that of JSSP bench mark instances considered in theoretical ... See full document

... and scheduling problem in a flexible job shop environment with machine-capacity-constraint is ...and Scheduling Problems (PLSP), is proposed to formulate the ...the ... See full document

... Flowshop scheduling is an interdisciplinary challenge of addressing major optimality criteria of minimizing makespan and ...this problem towards ...when problem size is ... See full document

... the job shop problem based on the decomposition of mathematical programming problems that used both Benders-type [10] and Dantzig/wolfe-type [11] ...real-time, two-level hierarchical ... See full document

... flow shop consisting of n jobs and m ...a two-stage hybrid flow shop scheduling problem with setup and assembly ...using heuristic, genetic algorithm (GA), simulated annealing ... See full document

... The scheduling scenarios and solution methods introduced in previous sec- tions of this chapter often implicitly assume that machines and other equip- ment are 100% ...the job scheduling ...with ... See full document

... delivery scheduling problem (ELDSP) in a fuzzy environment with the fuzzy shelf life for each ...This problem is formulated in a flexible job shop with unrelated parallel ... See full document