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An efficient evolutionary algorithm for solving incrementally structured problems
Published 2012“…We compare INCREA to a general purpose evolutionary algorithm and find that in most cases INCREA arrives at the same solution in significantly less time.…”
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Evolutionary algorithms for solving power system optimization problems
Published 2019“…Revolution in numerical optimization introduced several evolutionary algorithms (EAs) and techniques in the last three decades. …”
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Thesis -
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Optimization of portfolios with and without constraints using evolutionary algorithms
Published 2009“…Usually grouped under the term evolutionary algorithms or evolutionary computation, we find the domains of genetic algorithms, evolution strategies, evolutionary programming, and genetic programming. …”
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Final Year Project (FYP) -
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Design of fuzzy neural networks using evolutionary algorithms
Published 2010“…Fuzzy logic systems borrow the idea of human linguistic information processing. Evolutionary Algorithms (EA) learns from another natural phenomenon, the biological evolution. …”
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Final Year Project (FYP) -
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Pareto rank learning in multi-objective evolutionary algorithms
Published 2013Get full text
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Conference Paper -
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Application of evolutionary algorithm in optimization digital structure design.
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Multi-objective evolutionary algorithms of spiking neural networks
Published 2015Get full text
Thesis -
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Evolutionary algorithms for active vibration control of flexible manipulator
Published 2016“…This thesis presents the development of a Proportional-Integral-Derivative (PID) controller tuning method using evolutionary algorithms (EA) for a single-link flexible manipulator system. …”
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Thesis -
71
Novel hybrid evolutionary algorithms for spatial prediction of floods
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Evolutionary algorithm approach for solving animal diet formulation
Published 2015“…One of the pillars in animal farming industries is formulation of food for the animal, which is also known as diet formulation.However, the feed component in the aquaculture industry incurs the most expensive operational cost, and has drawn many studies regarding diet formulation.Hence, this study aims to solve animal diet formulation problem with ratio constraint using evolutionary algorithm approach.Actual data with 14 ingredients and 18 nutrients were taken into consideration.The result shows that evolutionary algorithm provides feasible solution in all runs. …”
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Conference or Workshop Item -
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An Improved Evolutionary Algorithm in Formulating a Diet for Grouper
Published 2023“…One prospective method is the Evolutionary Algorithm (EA) that has been applied in solving similar problems of diet formulation for several types of animals including livestock, poultry and shrimp. …”
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A review: Use of evolutionary algorithm for optimisation of machining parameters
Published 2021“…Optimisation works have been performed parametrically, experimentally, and numerically, where discrete variations of the parameters are investigated, while others are remained constant. Lately, evolutionary algorithm, statistical approaches such as genetic algorithm (GA), particle swarm optimisation (PSO), and cuckoo search algorithm (CSA) have been utilised in simultaneous optimisation of the parameters of the desired outputs and its great potential in optimising machining processes is recognisable.…”
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