GECCO '17- Proceedings of the Genetic and Evolutionary Computation Conference Companion

GECCO '17- Proceedings of the Genetic and Evolutionary Computation Conference Companion

Full Citation in the ACM Digital Library

SESSION: Introductory tutorials

Introduction to randomized continuous optimization

  • Anne Auger
  • Nikolaus Hansen

GECCO 2017 tutorial on evolutionary multiobjective optimization

  • Dimo Brockhoff

Introduction to gene regulatory networks

  • Sylvain Cussat-Blanc
  • Wolfgang Banzhaf

Evolutionary computation: a unified approach

  • Kenneth De Jong

Theory for non-theoreticians

  • Benjamin Doerr

A practical guide to benchmarking and experimentation

  • Nikolaus Hansen

Runtime analysis of population-based evolutionary algorithms: introductory tutorial at GECCO 2017

  • Per Kristian Lehre
  • Pietro S. Oliveto

Fitness landscape characterisation of optimisation problems: GECCO 2017 tutorial

  • Aldeida Aleti
  • Katherine Malan
  • Irene Moser

Evolution of neural networks

  • Risto Miikkulainen

Genetic programming: a tutorial introduction

  • Una-May OReilly

Representations for evolutionary algorithms

  • Franz Rothlauf

Hyper-heuristics tutorial

  • Daniel R. Tauritz
  • John Woodward

Model-based evolutionary algorithms: GECCO 2017 tutorial

  • Dirk Thierens
  • Peter A. N. Bosman

Introducing rule-based machine learning: capturing complexity

  • Ryan J. Urbanowicz

Introductory statistics for EC: a visual approach

  • Mark Wineberg

SESSION: Advanced tutorials

CMA-ES and advanced adaptation mechanisms

  • Youhei Akimoto
  • Nikolaus Hansen

Constraint-handling techniques used with evolutionary algorithms

  • Carlos A. Coello Coello

Recent advances in evolutionary multi-criterion optimization (EMO)

  • Kalyanmoy Deb

Non-static parameter choices in evolutionary computation

  • Carola Doerr

Exploratory landscape analysis: advanced tutorial at GECCO 2017

  • Pascal Kerschke
  • Mike Preuss

Solving complex problems with coevolutionary algorithms

  • Krzysztof Krawiec
  • Malcolm Heywood

Evolutionary large-scale global optimization: an introduction

  • Mohammad Nabi Omidvar
  • Xiaodong Li

Sequential experimentation by evolutionary algorithms

  • Ofer M. Shir
  • Thomas Bäck
  • Joshua Knowles
  • Richard Allmendinger

Expressive genetic programming: concepts and applications

  • Lee Spector
  • Nicholas Freitag McPhee

Generative and developmental systems tutorial

  • Kenneth O. Stanley

Theory of swarm intelligence: tutorial at GECCO 2017

  • Dirk Sudholt

Next generation genetic algorithms

  • Darrell Whitley

SESSION: Specialized tutorials

Intelligent systems for smart cities

  • Enrique Alba

Multiagent systems and agent-based modeling and simulation

  • Ana L. C. Bazzan

Evolutionary robotics tutorial

  • N. Bredeche
  • S. Doncieux
  • J. -B. Mouret

Automated offline design of algorithms

  • Manuel López-Ibáñez
  • Thomas Stützle

Evolutionary computation and cryptology

  • Stjepan Picek

Evolutionary computation in network management and security: GECCO 2017 tutorial

  • Nur Zincir-Heywood
  • Gunes Kayacik