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smaller size problems. For larger problems, solutions obtained by different heuristics are compared against each other. All of …
Persistent link: https://www.econbiz.de/10014097801
Combinatorial optimization problems are usually NP-hard and the solution space of them is very large. Therefore the set of feasible solutions cannot be evaluated one by one. Artificial Bee Colony (ABC), Particle Swarm Optimization (PSO) and Genetic Algorithms (GA) are metaheuristic techniques...
Persistent link: https://www.econbiz.de/10013060468
evaluate alternative solution encodings and schedule decoding mechanisms to solve this problem within a genetic algorithm …
Persistent link: https://www.econbiz.de/10011655297
cyclic conveyor. The minimization of finish time is considered as the optimization criterion. An optimal algorithm is …
Persistent link: https://www.econbiz.de/10012834910
This paper presents an asymptotic analysis of hierarchical production planning in a manufacturing system with two tandem machines that are subject to breakdown and repair. Since the number of parts in the buffer between the two machines needs to be non-negative, the problem is inherently a state...
Persistent link: https://www.econbiz.de/10012835287
The optimal production control problem of deterministic pull flow lines with multiple part types is considered in this paper. The last machine is assumed to be the bottleneck. The objective is to minimize the total inventory and backlog costs over time. We give an optimal production policy and...
Persistent link: https://www.econbiz.de/10012835295
improved heuristic algorithm MLPT improves the objective value of the LPT schedule by about 6.75% on average and that the MLPT … heuristic algorithm has an average-case relative error less than 1.57% for all combinations of instances, which means that it is …
Persistent link: https://www.econbiz.de/10012838273
Flow shop scheduling is common in modern lean production systems. In practice, jobs in flow shops can arrive at irregular times. However, scheduling that considers such irregularity has not been adequately investigated in the literature. In this paper, we examine the scheduling of n-jobs in an...
Persistent link: https://www.econbiz.de/10012838801
Specific scheduling problems with complex hybrid logical and terminal constraints, non-stationarity in process execution as well as complex interrelations between dynamics in process design, capacity utilization, and machine setups require further investigation and the application of a broad...
Persistent link: https://www.econbiz.de/10012846529
We consider a production planning problem for a general jobshop producing a number of products and subject to breakdown and repair of machines. The machine capacities are modeled as Markov chains. The objective is to choose the rates of production of the final products and intermediate parts on...
Persistent link: https://www.econbiz.de/10014098593