[PDF] Top 20 Study on multi-objective flexible job-shop scheduling problem considering energy consumption

... different energy consumption, so I will try to find out the energy consumption features in different states by experiments, then to build a more precise scheduling model and find a more ... See full document

... this study is to propose two hybrid algorithms based on the non-dominated sorting genetic algorithm-II (NSGA-II) for solving the multi-objective FJSSP ... See full document

... for flexible job-shop scheduling problem with the maintenance ...for flexible job-shop production part and minimization of system unavailability for the PM ... See full document

... flow shop problem in the absence of storages by evaluation criterion of the performance of the minimization of the maximum job completion time and proposed a branch and bound algorithm to solve it ... See full document

... Abstract—With considering the scheduling objectives such as makespan, machine workload and product cost, a dual resource constrained flexible job shop scheduling problem ... See full document

... ergy consumption (Mouzon and Yildirim, 2008). The job shop type of manufacturing system is selected as the research object for the following reasons: from the academic perspective, it fi lls the ... See full document

... in scheduling problems is concerned with the minimization of a single ...1980s, scheduling researches were mainly concentrated on optimizing single performance measures such as makespan (C max ), total flow ... See full document

... Abstract—This study proposes an adaptive bacterial foraging optimization algorithm (ABFOA) for solving multiobjective flexible job-shop scheduling problem ...solving ... See full document

... has multi- objectives and many different ...assumptions, multi- objectives with many different constraints, and implementation in a realistic ...this study indicate that the idle time of machines are ... See full document

... complex problem. They study the simultaneous scheduling of production and maintenance tasks in a job ...Their multi-objective problem aims to minimise both the makespan ... See full document

... job-shop scheduling problem, and simulates chromosomes by graph theory, where chromosome coding consists of the definition of route strategy and the procedures on ...of flexible ... See full document

... For multi-objective scheduling the proposed new GT heuristic is used to optimize makespan, mean flow time and mean tardiness of the two JSP given by Bagchi [7] are the basis of the following ...first ... See full document

... machine scheduling problem in LED manufacturing can be treated as a type of multiprocessor open shop scheduling problem with job release time and the objective to improve ... See full document

... solve Flexible Job shop Scheduling Problem (FJSP) with assumed overlapping time of operations and by using memetic algorithm with two different ...the problem was analyzed and ... See full document

... The flexible job shop scheduling problem (FJSP) is considered as an important problem in the modern manufacturing ...NP-hard problem. Most of the algorithms used in ... See full document

... packages have been applied there to one small practical prob- lem and the obtained results have been promising enough to conclude that the practice of simulation-based optimisation would grow significantly. This prophecy ... See full document

... processing, scheduling, planning, feature selection, forecasting, and real-world applications method whose mechanisms are inspired by the swarming or collaborative behaviour of bio-logical populations like flock ... See full document

... Population-based evolutionary algorithms usually manage a large number of individuals to maintain the diversity of the search, which is complex and time-consuming. In this pa- per, we propose an evolutionary algorithm ... See full document

... Considering this problem as a CSP, the solution quality must measure the constraint satisfaction rate. In this work, we consider the mean error (ME) parameter, as the percentage of constraints not ... See full document

... The job shop scheduling is known to be a strong NP-hard ...the job shop scheduling included “m” objectives must also be an NP-hard ...solving multi-objective ... See full document