[PDF] Top 20 Application of Tabu Search Algorithm in Job Shop Scheduling

... (Heuristic Algorithm), yaitu suatu jenis algoritma yang termasuk ke dalam jenis algoritma ...neighboorhood search methods, dimana didalamnya terdapat tiga macam metode, yaitu : Genetic Algorithm, ... See full document

... schedule. Scheduling is the allocation of resources to activities over ...time. Scheduling is considered to be a major task done to improve the shop-floor ...The job shop problem is ... See full document

... The JSSP with a minimum makespan objective is widely acknowledged as one of the most difficult combinatorial optimization problems. A comprehensive survey of approximation algorithms can be found in, Jain and Meeran [2]. ... See full document

... The application of scheduling can be seen on scheduling of jobs in factories and companies and also scheduling employee work hours (Pedersen, ...more application of job ... See full document

... optimization algorithm inspired by the social behaviour of birds flocking and fishes shoaling with its ...of scheduling the optimization problems. Cuckoo search idealized such as breeding behaviour ... See full document

... Numerous studies mentioned that the quality initial population can affect meta-heuristics convergence speed, these studies are often theoretical. However, the functionality of the initial population is extensively ... See full document

... for shop scheduling problems. In a shop scheduling problem, a set of jobs has to be processed on a set of machines such that a specific optimization criterion is ...flow shop (each ... See full document

... decade job shop scheduling problems have been subject to intensive research due to their multiple ...applications. Job shop scheduling is known as a strongly NP- complete ...the ... See full document

... considered job shop scheduling problem with release and due-dates as well as various tardiness ...Genetic Algorithm can be applied almost directly, but come along with apparent ...a ... See full document

... Flexible job-shop scheduling problem (FJSP) is one of the instances in flexible manufacturing ...the job-shop scheduling problem ...Swarm Algorithm with Harmony ... See full document

... heuristic search algorithm (IHSA * ) for flow-shop problems with an arbitrary number of jobs and machines and subject to the constraint that the same job sequence is used on each machine has ... See full document

... the job that precedes s j 0 in sequence, s ij is the setup time required for job j after job i is completed, and p j is the amount of direct processing time required to complete job ... See full document

... the Job Shop Scheduling Problem using Ant Colony Optimization, the process is similar to that of finding the distance between two nodes in a weighted tree ...no job has been scheduled ...the ... See full document

... the algorithm was run again, but with twice as many starting ...of tabu moves was chosen to be half of the average number of moves found when running 4 starting ... See full document

... evolutionary algorithm exhibits parallelism, and contains certain redundancy of past ...evolutionary algorithm and to enrich the diversity of the search ...local search procedure and the ... 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 ...flexible job-shop ... See full document

... In this work, the optimal solution of the job-shop scheduling problem is obtained by using the non-traditional techniques such as Genetic Algorithm and Tabu Search. The major ... 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 generations and ... See full document

... local search algorithms have been proposed by various researchers. Local search algorithms such as Genetic Algorithms (GA) [22-35], Tabu Search (TS) [17, 19,25, 31, 36, 37], ant optimization ... See full document

... Nowicki and Smutnicki [45] implemented tabu search methods for job shop and flow shop scheduling problems and Vaessen [45] showed that tabu search methods for specific job shop schedulin[r] ... See full document