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Research paper thumbnail of Simulation optimization decision support system for ship panel shop operations

Simulation models have proven to be a reliable and convenient tool to support decision makers tha... more Simulation models have proven to be a reliable and convenient tool to support decision makers that manage daily operations and those making longer range planning decisions. These models capture the salient behavior of the system and provide a test-bed to assess changes in operations and managerial policies, troubleshoot problems, and analyze resource conflicts. Simulation tools also provide a basis to address "what-if" questions, such as "how can the time it takes to process each job be minimized or which job should be started next?" However, understanding the mechanics of these models requires high-level engineering skills. Planners and shop managers typically do not possess these essential skills.

Research paper thumbnail of Simulation optimization decision support system for ship panel shop operations

Simulation models have proven to be a reliable and convenient tool to support decision makers tha... more Simulation models have proven to be a reliable and convenient tool to support decision makers that manage daily operations and those making longer range planning decisions. These models capture the salient behavior of the system and provide a test-bed to assess changes in operations and managerial policies, troubleshoot problems, and analyze resource conflicts. Simulation tools also provide a basis to address "what-if" questions, such as "how can the time it takes to process each job be minimized or which job should be started next?" However, understanding the mechanics of these models requires high-level engineering skills. Planners and shop managers typically do not possess these essential skills.

Research paper thumbnail of A tabu search algorithm for the flowshop scheduling problem with changing neighborhoods

Computers & Industrial Engineering, 2008

Flowshop scheduling deals with the sequencing of a set of jobs that visit a set of machines in th... more Flowshop scheduling deals with the sequencing of a set of jobs that visit a set of machines in the same order. A tabu search procedure is proposed for the flowshop scheduling problem with the makespan minimization criterion. Different from other tabu search procedures, the neighborhood of a solution is generated using a combination of three different exchange mechanisms. This has resulted in a well-diversified search procedure. The performance of the algorithm is tested using Taillard's benchmark problems. The results are compared to recently developed neuro-tabu search and ant colony heuristics. The computational results indicate the effectiveness of the proposed approach.

Research paper thumbnail of Simulation optimization decision support system for ship panel shop operations

Simulation models have proven to be a reliable and convenient tool to support decision makers tha... more Simulation models have proven to be a reliable and convenient tool to support decision makers that manage daily operations and those making longer range planning decisions. These models capture the salient behavior of the system and provide a test-bed to assess changes in operations and managerial policies, troubleshoot problems, and analyze resource conflicts. Simulation tools also provide a basis to address "what-if" questions, such as "how can the time it takes to process each job be minimized or which job should be started next?" However, understanding the mechanics of these models requires high-level engineering skills. Planners and shop managers typically do not possess these essential skills.

Research paper thumbnail of Simulation optimization decision support system for ship panel shop operations

Simulation models have proven to be a reliable and convenient tool to support decision makers tha... more Simulation models have proven to be a reliable and convenient tool to support decision makers that manage daily operations and those making longer range planning decisions. These models capture the salient behavior of the system and provide a test-bed to assess changes in operations and managerial policies, troubleshoot problems, and analyze resource conflicts. Simulation tools also provide a basis to address "what-if" questions, such as "how can the time it takes to process each job be minimized or which job should be started next?" However, understanding the mechanics of these models requires high-level engineering skills. Planners and shop managers typically do not possess these essential skills.

Research paper thumbnail of A tabu search algorithm for the flowshop scheduling problem with changing neighborhoods

Computers & Industrial Engineering, 2008

Flowshop scheduling deals with the sequencing of a set of jobs that visit a set of machines in th... more Flowshop scheduling deals with the sequencing of a set of jobs that visit a set of machines in the same order. A tabu search procedure is proposed for the flowshop scheduling problem with the makespan minimization criterion. Different from other tabu search procedures, the neighborhood of a solution is generated using a combination of three different exchange mechanisms. This has resulted in a well-diversified search procedure. The performance of the algorithm is tested using Taillard's benchmark problems. The results are compared to recently developed neuro-tabu search and ant colony heuristics. The computational results indicate the effectiveness of the proposed approach.

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