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Overview of a Generic Evolutionary Design System

By Peter J. Bentley and Jonathan P. Wakefield

Abstract

This paper presents an overview of a generic evolutionary design system. The system uses a hybrid 'steady-state' multiobjective genetic algorithm with an explicit mapping stage between genotypes and phenotypes to evolve designs. The system evolves the geometries of a range of solid object designs from scratch. A selection of\ud evolved designs are presented

Topics: T1, QA75, TA
Year: 1996
OAI identifier: oai:eprints.hud.ac.uk:3977

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Citations

  1. (1994). Generic Representation of Solid Geometry for Genetic Search. doi
  2. (1992). Genetic Algorithms. doi
  3. (1995). Multiobjective Ranking with Genetic Algorithms: RangeIndependence and Importance. Submitted to Evolutionary Computation.
  4. (1995). The Evolution of Solid Object Designs using Genetic Algorithms.
  5. (1994). The Integration of Adaptive Search Techniques with Current Engineering Design Practice.
  6. (1995). The Table: An Illustration of Evolutionary Design using Genetic Algorithms. doi

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