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