Search results for "Human-based evolutionary computation"

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A very brief history of soft computing: Fuzzy Sets, artificial Neural Networks and Evolutionary Computation

2013

This paper gives a brief presentation of history of Soft Computing considered as a mix of three scientific disciplines that arose in the mid of the 20th century: Fuzzy Sets and Systems, Neural Networks, and Evolutionary Computation. The paper shows the genesis and the historical development of the three disciplines and also their meeting in a coalition in the 1990s.

Artificial developmentSoft computingTheoretical computer scienceNeuro-fuzzySettore INF/01 - InformaticaComputer scienceNatural computingbusiness.industryComputational intelligenceFuzzy Sets Theory FuzzinessEvolutionary acquisition of neural topologiesHuman-based evolutionary computationComputingMethodologies_GENERALArtificial intelligencebusinessIntelligent control
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Hierarchical Evolutionary Algorithms and Noise Compensation via Adaptation

2007

Hierarchical Evolutionary Algorithms (HEAs) are Nested Algorithms composed by two or more Evolutionary Algorithms having the same fitness but different populations. More specifically, the fitness of a Higher Level Evolutionary Algorithm (HLEA) is the optimal fitness value returned by a Lower Level Evolutionary Algorithm (LLEA). Due to their algorithmic formulation, the HEAs can be efficiently implemented in Min-Max problems. In this chapter the application of the HEAs is shown for two different Min-Max problems in the field of Structural Optimization. These two problems are the optimal design of an electrical grounding grid and an elastic structure. Since the fitness of a HLEA is given by a…

Human-based evolutionary computationComputer scienceCultural algorithmGenetic algorithmEvolutionary algorithmMemetic algorithmInteractive evolutionary computationAlgorithmEvolutionary computationEvolutionary programming
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