[PDF] Top 20 A Two-Individual Based Evolutionary Algorithm for the Flexible Job Shop Scheduling Problem

... k-coloring problem is that its constraints are very simple, whereas FJSP has multiple complex con- ...operator based on path relink- ing with a novel distance definition to generate child solu- tions, ... See full document

... of two vector chromosome and bottleneck shifting ...by two vectors: one for the machine assignment and the another one for the operation ...same problem by the use of an artificial immune ... See full document

... The original version of PSO was proposed in 1995 by Kennedy and Eberhart [8], which has attracted a great deal attention of scholars from various research backgrounds around the world. The thought of PSO originated in ... See full document

... (8) Construction of the Pareto fronts in the MO-JSSP needs high computational effort, especially in the large-size problems, which have more than 20 jobs and 10 machines. So, achieving the Pareto front in a short time ... See full document

... The flexible job-shop scheduling (FJS) is a branch of production scheduling, which is NP-hard combinatorial optimization problem ...FJS problem (FJSP) is composed of ... See full document

... polynomial algorithm for solving the two-job shop scheduling problem with availability constraints in the strictly non-premptive ...mainly based on the definition of ... See full document

... using evolutionary algorithms like Genetic Algorithms is to make the search process computationally ...the job shop scheduling problems while using genetic algorithms was done and the study ... See full document

... immune algorithm has the disadvantages of being easy to fall into local optimality and premature- ...optimization algorithm is introduced into the artificial immune ...the algorithm. The simulated ... See full document

... solve flexible job shop scheduling problem (FJSP) based on particle-swarm optimization ...comprises two groups of features for broadening the solution space of FJSP and ... See full document

... their problem in the ELSP and ELDSP (Yao et ...model based on the common cycle approach for the ELSP with a fuzzy ...the problem with two basic methods, namely independent solution (IS) and ... See full document

... Real-life scheduling problems of the production systems about the staff, resource and the maintenance process are generally stochastic and dynamic problems with many constraints ...genetic algorithm (GA) ... See full document

... NSGA-II algorithm is developed, which is named Blood-Variation-based NSGA-II(BVNSGA-II) and its crossover and mutation strategy is ...new algorithm can avoid early convergence to local optimal ... See full document

... and flexible job-shop scheduling problem, and optimized two manufacturing systems ...objectives. Two multi-objective evolutionary algorithms were adapted to our ... See full document

... the job shop scheduling problem (JSP) are ...main two factors that are used in the comparison are the aver- age optimality gap, and the average computational time in seconds divided by ... See full document

... Immune Algorithm to solve Job-shop scheduling ...Sort algorithm is used. Also, the approach uses two mutation methods namely Shift Change and Inverse consecutively for first time ... See full document

... spreadsheet based domain independent GA approach for flexible job shop scheduling ...optimizing two different ...the shop or addition of ... 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 ... 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

... combinatorial problem such as job shop scheduling, some constraints such as precedence and resources constraints must be ...Accordingly two solutions of the example (table 1) are taken ... See full document

... approach based on Process-Tree has been proposed to solve the flexible job shop online scheduling ...a job can not be depicted as a Process-Tree, the approach is essential to ... See full document