Aspects of Evolutionary Design by Computers

Computer Science – Neural and Evolutionary Computing

Scientific paper

Rate now

  [ 0.00 ] – not rated yet Voters 0   Comments 0

Details

In Proceedings of the 3rd On-line World Conference on Soft Computing in Engineering Design and Manufacturing (WSC3)

Scientific paper

This paper examines the four main types of Evolutionary Design by computers: Evolutionary Design Optimisation, Evolutionary Art, Evolutionary Artificial Life Forms and Creative Evolutionary Design. Definitions for all four areas are provided. A review of current work in each of these areas is given, with examples of the types of applications that have been tackled. The different properties and requirements of each are examined. Descriptions of typical representations and evolutionary algorithms are provided and examples of designs evolved using these techniques are shown. The paper then discusses how the boundaries of these areas are beginning to merge, resulting in four new 'overlapping' types of Evolutionary Design: Integral Evolutionary Design, Artificial Life Based Evolutionary Design, Aesthetic Evolutionary AL and Aesthetic Evolutionary Design. Finally, the last part of the paper discusses some common problems faced by creators of Evolutionary Design systems, including: interdependent elements in designs, epistasis, and constraint handling.

No associations

LandOfFree

Say what you really think

Search LandOfFree.com for scientists and scientific papers. Rate them and share your experience with other people.

Rating

Aspects of Evolutionary Design by Computers does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Aspects of Evolutionary Design by Computers, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Aspects of Evolutionary Design by Computers will most certainly appreciate the feedback.

Rate now

     

Profile ID: LFWR-SCP-O-194234

  Search
All data on this website is collected from public sources. Our data reflects the most accurate information available at the time of publication.