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decomposition algorithm. Then, we present a hybrid genetic algorithm that uses the Dijkstra algorithm to evaluate solutions. Next …, we present a hybrid variable neighborhood search algorithm that uses the Dijkstra algorithm to calculate the cost of each … solution. Also, a relax-and-fix algorithm is proposed to find near-optimal feasible solutions for the problem. Computational …
Persistent link: https://www.econbiz.de/10013531931
algorithm to solve the routing problem in the urban multi-modal network. The multi-modal network problem considered in this … Algorithm-II (NSGA-II) algorithms are used to evaluate and compare the results from the CBMODPSO algorithm. In addition …, CBMODPSO results are compared with previous research results. We show the improved algorithm is more repeatable than other …
Persistent link: https://www.econbiz.de/10014533324
Automatic design of stochastic local search algorithms has been shown to be very effective in generating algorithms for the permutation flowshop problem for the most studied objectives including makespan, flowtime and total tardiness. The automatic design system uses a configuration tool to...
Persistent link: https://www.econbiz.de/10012435328
cost of the hybrid system. A new model of the Elephant Herding Optimization (BEHO) Algorithm is utilized to solve the multi …
Persistent link: https://www.econbiz.de/10012221420
Grouping Genetic Algorithm (GGA) framework with several operators and population management variants. A Bayesian Optimization …
Persistent link: https://www.econbiz.de/10014507533
We present an approximation method for the hybrid flow shop scheduling problem based on relaxation and machine learning techniques. Our model combines a suitable relaxation of the objective function to a continuous solution space with a self-supervised learning method for neural networks, which...
Persistent link: https://www.econbiz.de/10014514881
), and Tabu Search (TS). The results show that the PSO algorithm achieves the highest median accuracy and F1-Score and is the …
Persistent link: https://www.econbiz.de/10014517280
intelligent algorithm based on particle swarm optimization (PSO) and adaptive differential evolution (ADE) is proposed to address … this complex problem. Numerical experiments verified the effectiveness of the proposed two-stage PSO-ADE algorithm. A …
Persistent link: https://www.econbiz.de/10014517970
-convexity nature of the solution space motivates us to focus on the population-based meta-heuristic algorithm, i.e. Genetic Algorithm … implements the algorithm and compares it with the greedy-based random placement approach, varying the number of IoT applications …
Persistent link: https://www.econbiz.de/10014541508
Optimization Algorithm (WOA), and Ant Lion Optimizer (ALO) are compared to resolve large-scale problems by considering a sorting …
Persistent link: https://www.econbiz.de/10014541881