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A hybrid heuristic approach to solve the multi level capacitated lot sizing problem
(2011-08-29)
This paper presents preliminary results found by a hybrid heuristic applied to solve the Multi-Level Capacitated Lot Sizing Problem (MLCLSP). The proposed method combines a multi-population genetic algorithm and fix-and-optimize ...
Choice of a PISA Selector in a Hybrid Algorithmic Structure for the FJSSP
(Growing Science, 2015-06)
This paper analyzes the choice of a PISA selector for a Hybrid Algorithm integrating it as a Multi- Objective Evolutionary Algorithm (MOEA) with a path-dependent search algorithm. The interaction between these components ...
Meta-heuristic multi- and many-objective optimization techniques for solution of machine learning problems
(Wiley-Blackwell, 2017-12-01)
Recently, multi- and many-objective meta-heuristic algorithms have received considerable attention due to their capability to solve optimization problems that require more than one fitness function. This paper presents a ...
An Improved S-Metric Selection Evolutionary Multi-Objective Algorithm with Adaptive Resource Allocation
(Institute of Electrical and Electronics Engineers Inc., 2018)
One of the main disadvantages of evolutionary multi-objective algorithms (EMOAs) based on hypervolume is the computational cost of the hypervolume computation. This deficiency gets worse either when an EMOA calculates the ...
Genetic Algorithm, MIP and Improvement Heuristic Applied to the MLCLP with Backlogging
(Ieee, 2013-01-01)
The present paper solves the multi-level capacitated lot sizing problem with backlogging (MLCLSPB) combining a genetic algorithm with the solution of mixed-integer programming models and the improvement heuristic fix and ...
Choice of a PISA selector in a hybrid algorithmic structure for the FJSSP
(Growing Science, 2015-04)
This paper analyzes the choice of a PISA selector for a Hybrid Algorithm integrating it as a MultiObjective Evolutionary Algorithm (MOEA) with a path-dependent search algorithm. The interaction between these components ...
Evolutionary multi-move path-relinking for transmission network expansion planning
(2010-12-06)
This paper presents the application of a new metaheuristic algorithm to solve the transmission expansion planning problem. A simple heuristic, using a relaxed network model associated with cost perturbation, is applied to ...
Evolutionary multi-move path-relinking for transmission network expansion planning
(2010-12-06)
This paper presents the application of a new metaheuristic algorithm to solve the transmission expansion planning problem. A simple heuristic, using a relaxed network model associated with cost perturbation, is applied to ...