iGECCO 2020 - Call for Papers


Call for Papers

INTERACTIVE METHODS @ GECCO (iGECCO 2020)

to be held as part of the

2020 Genetic and Evolutionary Computation Conference (GECCO-2020)

July 8th-12th, Cancun, Mexico

Organized by ACM SIGEVO

https://gecco-2020.sigevo.org/

Submission Deadline for this workshop: April 3rd, 2020

Aim and Scope

As nature-inspired methods have evolved, it has become clear that optimising towards a quantified fitness function is not always feasible, particularly where part or all of the evaluation of a candidate solution is inherently subjective. This is particularly the case when applying search algorithms to problems such as the generation of art and music. In other cases, optimising to a fitness function might result in a highly optimal solution that is not well suited to implementation in the real world. Incorporating a human into the optimisation process can yield useful results in both examples, and as such the work on interactive evolutionary algorithms (IEAs) has matured in recent years. This proposed workshop will provide an outlet for this research for the GECCO audience. Particular topics of interest are:
  • ·         Interactive generation of solutions.
  • ·         Interactive evaluation of solutions.
  • ·         Psychological aspects of IEAs.
  • ·         Multi- and many-objective optimisation with IEAs.
  • ·         Machine learning approaches within IEAs.
  • ·         Novel applications of IEAs.
We invite papers of up to 8 pages presenting novel developments in one or more of these areas, or other areas relevant to visualisation in an evolutionary context. We are particularly keen to invite submissions that might form the basis of demonstrations in the workshop.

Important Dates

  • ·         Paper submission opens: 27th February 2020
  • ·         Paper submission deadline: 3rd April 2020
  • ·         Notification of acceptance: 17th April 2020
  • ·         Final papers due: 24th April 2020
  • ·         GECCO workshops (exact iGECCO date TBC): 8th and 9th July 2020

Submission

Each accepted submission will be presented orally at the workshop and distributed in the workshop proceedings to all GECCO attendees. Authors should follow the format of the GECCO manuscript style; further details are available here. Manuscripts should not exceed 8 pages (excluding references). Papers should be submitted here. Acceptance to the workshop will be based on peer review of submitted papers.

More information is available at the iGECCO website: igecco.blogspot.com
For further information, please contact Matthew Johns: m.b.johns@exeter.ac.uk

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