Search results for "Derivative-free optimization"

showing 2 items of 2 documents

Pareto-optimal Glowworm Swarms Optimization for Smart Grids Management

2013

This paper presents a novel nature-inspired multi-objective optimization algorithm. The method extends the glowworm swarm particles optimization algorithm with algorithmical enhancements which allow to identify optimal pareto front in the objectives space. In addition, the system allows to specify constraining functions which are needed in practical applications. The framework has been applied to the power dispatch problem of distribution systems including Distributed Energy Resources (DER). Results for the test cases are reported and discussed elucidating both numerical and complexity analysis.

Mathematical optimizationMeta-optimizationComputer scienceDerivative-free optimizationTest functions for optimizationSwarm behaviourMulti-swarm optimizationevolutionary optimization swarm-optimization pareto optimization micro-gridsMulti-objective optimizationMetaheuristicEngineering optimization
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An evolutionary method for complex-process optimization

2010

10 páginas, 7 figuras, 7 tablas

Continuous optimizationMathematical optimizationOptimization problemGeneral Computer ScienceEvolutionary algorithmMetaheuristicsManagement Science and Operations ResearchEvolutionary algorithmsMulti-objective optimizationComplex-process optimizationContinuous optimizationModeling and SimulationGenetic algorithmDerivative-free optimizationGlobal optimizationMulti-swarm optimizationMetaheuristicMathematicsComputers & Operations Research
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