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Recent advances in differential evolution–an updated survey
Differential Evolution (DE) is arguably one of the most powerful and versatile evolutionary
optimizers for the continuous parameter spaces in recent times. Almost 5 years have passed …
optimizers for the continuous parameter spaces in recent times. Almost 5 years have passed …
Continuous dynamic constrained optimization with ensemble of locating and tracking feasible regions strategies
Dynamic constrained optimization problems (DCOPs) are difficult to solve because both
objective function and constraints can vary with time. Although DCOPs have drawn attention …
objective function and constraints can vary with time. Although DCOPs have drawn attention …
Dynamic constrained evolutionary optimization based on deep Q-network
Dynamic constrained optimization problems (DCOPs) are common and important
optimization problems in real-world, which have great difficulty to solve. Dynamic …
optimization problems in real-world, which have great difficulty to solve. Dynamic …
Handling time-varying constraints and objectives in dynamic evolutionary multi-objective optimization
Recently, several researchers within the evolutionary and swarm computing community
have been interested in solving dynamic multi-objective problems where the objective …
have been interested in solving dynamic multi-objective problems where the objective …
Dynamic optimization in fast-changing environments via offline evolutionary search
Dynamic optimization, for which the objective functions change over time, has attracted
intensive investigations due to the inherent uncertainty associated with many real-world …
intensive investigations due to the inherent uncertainty associated with many real-world …
A repair method for differential evolution with combined variants to solve dynamic constrained optimization problems
Repair methods, which usually require feasible solutions as reference, have been employed
by Evolutionary Algorithms to solve constrained optimization problems. In this work, a novel …
by Evolutionary Algorithms to solve constrained optimization problems. In this work, a novel …
On the use of repair methods in differential evolution for dynamic constrained optimization
MY Ameca-Alducin, M Hasani-Shoreh… - … 2018, Parma, Italy, April …, 2018 - Springer
Dynamic constrained optimization problems have received increasing attention in recent
years. We study differential evolution which is one of the high performing class of algorithms …
years. We study differential evolution which is one of the high performing class of algorithms …
Dynamic differential evolution with combined variants and a repair method to solve dynamic constrained optimization problems: an empirical study
An empirical study of the algorithm dynamic differential evolution with combined variants
with a repair method (DDECV++ Repair) in the solution of dynamic constrained optimization …
with a repair method (DDECV++ Repair) in the solution of dynamic constrained optimization …
Speciated evolutionary algorithm for dynamic constrained optimisation
Dynamic constrained optimisation problems (DCOPs) have specific characteristics that do
not exist in dynamic optimisation problems with bounded constraints or without constraints …
not exist in dynamic optimisation problems with bounded constraints or without constraints …
Differential evolution with a repair method to solve dynamic constrained optimization problems
An algorithm inspired in two differential evolution variants is proposed to solve Dynamic
Constrained Optimization Problems (DCOPs). It is also added a repair method based on the …
Constrained Optimization Problems (DCOPs). It is also added a repair method based on the …