3rd Workshop on Landscape-Aware Heuristic Search

15 or 16 July 2018, Kyoto, Japan

Held in conjunction with the Genetic and Evolutionary Computation Conference (GECCO 2018)

Overview

Fitness landscape analysis and visualisation can provide significant insights into problem instances and algorithm behaviour. The aim of the workshop is to encourage and promote the use of landscape analysis to improve the understanding, the design and, eventually, the performance of search algorithms. Examples include landscape analysis as a tool to inform the design of algorithms, landscape metrics for online adaptation of search strategies, mining landscape information to predict instance hardness and algorithm runtime.
The workshop will focus on, but not be limited to, topics such as:

  • Evolvability and searchability characterisation
  • Exploiting problem structure
  • Exploratory landscape analysis
  • Fitness landscape analysis
  • Fitness landscape visualisation
  • Fitness landscape theory
  • Grey-box optimisation
  • Informed search strategies
  • Local optima networks
  • Multi-objective fitness landscapes
  • Performance and failure prediction

Previous editions of the workshop:

Important Information

Submission Instructions

  • We invite submissions of the following types of papers:
    • research papers (up to 8 pages)
    • software libraries/packages (up to 2 pages)
    • position papers (up to 2 pages)
  • Submissions of early and in-progress work are encouraged.
  • Papers should be in ACM (Association for Computing Machinery) format, see GECCO 2018 for details.
  • Accepted submissions will be presented during the workshop and will appear in the GECCO Companion proceedings.
  • Workshop papers must be submitted using the GECCO submission system. Once logged in, please select the "Workshop Paper" option in the "Make a New Submission" tab and then choose the appropriate workshop. The workshop paper submission form will be available from 27 February 2018.

Important Dates

  • Submission start: 27 February 2018
  • Submission deadline: 3 April 2018
  • Acceptance notification: 10 April 2018
  • Camera-ready: 24 April 2018
  • Workshop date: 15 or 16 July 2018 (TBC)

Organisers

Nadarajen Veerapen, Arnaud Liefooghe, Sébastien Verel and Gabriela Ochoa

Computing Science and Mathematics,
School of Natural Sciences,
University of Stirling,
Stirling, FK9 4LA, Scotland.

Université de Lille,
CRIStAL – CNRS,
59655 Villeneuve d'Ascq Cedex,
France

Inria Lille-Nord Europe,
59650 Villeneuve d'Ascq,
France

Université du Littoral Côte d'Opale,
LISIC,
62228 Calais,
France