15 or 16 July 2018, Kyoto, Japan
Held in conjunction with the ACM Genetic and Evolutionary Computation Conference (GECCO 2018)
Tackling an optimization problem using decomposition consists in transforming (or re-modeling or re-thinking) it into multiple, a priori smaller and easier, problems that can be solved cooperatively. A number of techniques are being actively developed by the evolutionary computing community in order to explicitly or implicitly design decomposition with respect to four facets of an optimization problem: (i) the environmental parameters, (ii) the decision variables, (iii) the objective functions, and (iv) the available computing resources. The workshop aims to be a unified opportunity to report the recent advances in the design, analysis and understanding of evolutionary decomposition techniques and to discuss the current and future challenges in applying decomposition to the increasingly big and complex nature of optimization problems (e.g., large number of variables, large number of objectives, multi-modal problems, simulation optimization, uncertain scenario-based optimization) and its suitability to modern large scale compute environments (e.g., massively parallel and decentralized algorithms, large scale divide-and-conquer parallel algorithms, expensive optimization).
The workshop focus is on (but not limited to) the developmental, implementational, theoretical and applied aspects of:
We invite submissions of the following types of papers:
Accepted submissions will be presented during the workshop and will appear in the GECCO Companion ACM proceedings. Paper's format should follow the GECCO 2018 ACM instructions.
Submissions of early and in-progress work are encouraged. Authors of accepted papers proposing novel software developments will be encouraged to give a demo or a short introductory tutorial. Authors of accepted papers describing novel software or technical developments will be encouraged to give a demonstration during the workshop.
Details on the submission procedure will be communicated closer to the submission deadline: GECCO 2018.
Submission deadline: 27 March 2018 extended 03 April 2018
Acceptance notification: 10 April 2018
Camera-ready: 24 April 2018
Workshop date: 16 July 2018 (TBC)
Bilel Derbel, University of Lille, Inria, France (contact : bilel dot derbel at univ-lille1 dot fr )
Hui Li, Xian Jiaotong University, China