GECCO 2024

Activity: Participating in or organising an eventConference

Description

Role: THEORY Track Chair

The Genetic and Evolutionary Computation Conference (GECCO) presents the latest high-quality results in genetic and evolutionary computation since 1999. It is organised and sponsored by SIGEVO, the Association for Computing Machinery (ACM) Special Interest Group for Genetic and Evolutionary Computation.

The theory track welcomes all papers performing theoretical analyses or concerning theoretical aspects in evolutionary computation and related areas. Results can be proven with mathematical rigor or obtained via a thorough experimental investigation.

In addition to traditional areas in evolutionary computation like Genetic and Evolutionary Algorithms, Evolutionary Strategies, and Genetic Programming we also highly welcome theoretical papers in Artificial Life, Ant Colony Optimization, Swarm Intelligence, Estimation of Distribution Algorithms, Generative and Developmental Systems, Evolutionary Machine Learning, Search Based Software Engineering, Population Genetics, and more.

Topics include (but are not limited to): analytical methods like drift analysis, fitness levels, Markov chains, large deviation bounds, dynamic and static parameter choices, fitness landscapes and problem difficulty, population dynamics, problem representation, runtime analysis, black-box complexity, and alternative performance measures, single- and multi-objective problems, statistical approaches, stochastic and dynamic environments, variation and selection operators.
Period14 Jul 202418 Jul 2024
Event typeConference
LocationMelbourne, Australia, VictoriaShow on map
Degree of RecognitionInternational