[PDF] Top 20 Bi objective Optimization Model for Integrated Preventive Maintenance and Flexible Job shop Scheduling Problem

... production scheduling and PM activities are studied ...production scheduling problems consisted in: minimization of the completion time of jobs, mean of flow time of ...that maintenance periods ... See full document

... the job-shop scheduling problem differs according to the actual production ...multiple optimization objectives: minimizing the maximum completion time of the workpiece, total idle time ... See full document

... a scheduling model for DRCFJSPs that minimizes the maxi- mum completion time, minimizes the processing equipment load, and minimizes the production ...framework integrated differential evolution ... See full document

... the flexible job scheduling ...based maintenance, a kind of preventive maintenance, is suggested to add into a pre-schedule scheme obtained through solving normal FJSP, which ... See full document

... -objective optimization algorithms have been used to solve the ...multi- objective FJSP with SA algorithm is ...this problem in the coding scheme, which leads to the integration of the ... See full document

... represent the decision variables. Uk, Lk and f(x) represent, upper and lower bounds on the k th variable (k=1,…,n) and the objective function value, respectively. This heuristic algorithm has been inspired by the ... See full document

... open shop scheduling problem (MOSP) consists of n jobs with s operations to be processed on s processing stages in any ...of job j requires p jk for being processed on any of the parallel ... See full document

... Swarm Optimization is an optimization algorithm which uses iterations to improve the ...the problem by moving the candidate solutions by applying common mathematical formulae over the candidate ... See full document

... intelligent optimization methods have been presented to solve FJSP, such as genetic algorithm[3][4], particle swarm algorithm[5], ant colony algorithm[6] and so ...system optimization meta-heuristic with ... See full document

... multi-objective optimization scheduling model is developed. In this model, energy consumption, makespan, processing cost and cost-weighted processing quality are optimized; and an ... See full document

... production scheduling on more than one machine are: Berrichi et ...proposed bi-objective optimization algorithm for job production and machines maintenance ...The ... See full document

... foraging optimization algorithm (ABFOA) for solving multiobjective flexible job-shop scheduling problem ...foraging optimization algorithm (BFOA) is a new bio-inspired ... See full document

... distribution, job routing, and processing times determine machine ...of job shop simulation, machine utilization is important because it affect queue ...the scheduling rules used in the ... See full document

... So far, many algorithms have been used in job- shop scheduling problem. Sarin and Potts used mathematical programming [1, 2], which seeks the most accurate solution by using an enumerative ... See full document

... swarm optimization has been used for approaches that can be used across a wide range of applications, as well as the specific applications focused on a specific ...function optimization and continuous ... See full document

... FJSP problem was based on this assumption that an operation should be done by the same machine after allocation of any operation to one machine while such an assumption may lead to idleness of some machines within ... See full document

... the Job-shop Schedul- ing Problem (JSP) is arguably one of the most widely studied optimisation problems ...the problem sizes found in industry ...the problem, exact solutions are not ... See full document

... This work has described the algorithms of a complex heuristic, like the overlap evaluator and repairers, in a hybrid GA applied to fJSP, a multi-objective problem. The most relevant issue concerns the use ... See full document

... on scheduling jobs in FMS. Instead of a job movement, they considered the tool movement for a dynamic job shop in a tool- shared flexible manufacturing ...of flexible systems ... See full document

... the objective function of the upper level and the X is the vector of decision variable of upper level decision ...the objective function of lower ...contradictory objective function (2) BLP can ... See full document