16th Annual Humies Awards — 2019 — Prague, Czech Republic

Outcome Authors Paper(s) Statement Presentation Media Algorithm Type
Marcelo de Souza Marcus Rolf Peter Ritt An Automatically Designed Recombination Heuristic for the Test-Assignment Problem Entry Form Grammatical Evolution (GE), Evolution Strategy (ES)
Luca Parisi Narrendar RaviChandran Marianne Lynn Manaog A novel hybrid algorithm for aiding prediction of prognosis in patients with hepatitis. Entry Form Learning Classifier System (LCS) -- coupled Lagrangian SVM and Multi-Layer Perceptron
Finalist Jason Moore Randal Olson Yong Chen Moshe Sipper Automated discovery of test statistics using genetic programming Entry Form Slides Genetic Programming (GP)
Finalist Jannik Peters Daniel Stephan Isabel Amon Hans Gawendowicz Julius Lischeid Lennart Salabarria Felix Werner Martin Kreica Ralf Rothenberger Timo Kötzing Tobias Friedrich Mixed Integer Programming versus Evolutionary Computation for Optimizing a Hard Real-World Staff Assignment Problem Entry Form Slides Memetic Algorithm (EA + min-cost max-flow algorithm)
Maria Akram Ali Raza Towards the development of robot immune system: A combined approach involving innate immune cells and T-lymphocytes. Entry Form Artificial Immune System (AIS)
Filipe Assunção João Correia Rúben Conceição Mário Pimenta Bernardo Tomé Nuno Lourenço Penousal Machado Automatic Design of Artificial Neural Networks for Gamma-Ray Detection Entry Form Grammatical Evolution (GE)
Finalist Yann Semet BenoÓt Berthelot Thierry Glais Christian IsbÈrie AurÈlien Varest Expert Competitive Traffic Light Optimization with Evolutionary Algorithms Entry Form Slides MOEA (NSGA-II variant) and Evolution Strategies (ES)
Jia Luo Shigeru Fujimara Didier El Baz Bastien Plazolles GPU based parallel genetic algorithm for solving an energy efficient dynamic flexible flow shop scheduling problem Entry Form Genetic Algorithm (GA)
Silver Award S. C. Maree Ernst S. Kooreman Niek van Wieringen Arjan Bel Karel A. Hinnen Henrike Westerveld Bradley R. Pieters Tanja Alderliesten Hoang Luong Ngoc Peter A. N. Bosman Evaluation of bi-objective treatment planning for high-dose-rate prostate brachytherapy - A retrospective observer study Entry Form Slides Estimation of Distribution Algorithm (EDA)
Finalist Francisca Pérez Jaime Font Lorena Arcepa Carlos Cetina Collaborative feature location in models through automatic query expansion Entry Form Slides Genetic Algorithm (GA)
Tuong Manh Vu Charlotte Probst Joshua M. Epstein Alan Brennan Mark Strong Robin C. Purshouse Toward inverse generative social science using multi-objective genetic programming Entry Form Genetic Programming (GP)
Hormoz Shahrzad Babak Hodjat Camille Dolle Andre Nenissov Simon Lau Jonn Goodhew Justin Dyer Risto Miikkulainen Enhanced Optimization With Composite Objectives and Novelty Pulsation Entry Form Genetic Programming (GP)
Finalist Icaro Marcelino Miranda Claus Aranha Marcelo Ladeira Classification of EEG Signals using Genetic Programming for Feature Construction Entry Form Slides Feature selection and construction with Genetic Programming (GP)
Bronze Award Michail Basios Lingbo Li Fan Wu Leslie Kanthan Earl T. Barr Darwinian Data Structure Selection Entry Form Slides Genetic Improvement (GI), Genetic Algorithm (GA)
Gold Award David Lynch Michael Fenton David Fagan Stepan Kucera Holger Claussen Michael O'Neill Automated Self-Optimization in Heterogeneous Wireless Communications Networks Entry Form Slides Grammar-based Genetic Programming (GP)
Finalist Daniel Héctor Stolfi Rosso Enrique Alba Torres Green Swarm: Greener Routes with Bio-inspired Techniques Entry Form Slides (10+2)-EA
Finalist Daniel Rika Dror Sholomon Eli (Omid) Davidson Nathan S. Netanyahu A Novel Hybrid Scheme Using Genetic Algorithms and Deep Learning for the Reconstruction of Portuguese Tile Panels Entry Form Slides Genetic Algorithm (GA)
Aniruddha Basak Ole J. Mengshoel Kevin Schmidt Wetting and Drying of Soil: From Data to Understandable Models for Prediction Entry Form Differential Evolution (DE), Genetic Algorithm (GA)
Finalist Walter Krawec Stjepan Picek Donagoj Jakobovic Evolutionary Algorithms for the Design of Quantum Protocols Entry Form Slides Evolution Strategies (ES), Genetic Algorithm (GA)
Authors
Marcelo de Souza Marcus Rolf Peter Ritt
Algorithm Type
Grammatical Evolution (GE), Evolution Strategy (ES)
Paper(s)
An Automatically Designed Recombination Heuristic for the Test-Assignment Problem
Statement
Entry Form
Authors
Luca Parisi Narrendar RaviChandran Marianne Lynn Manaog
Algorithm Type
Learning Classifier System (LCS) -- coupled Lagrangian SVM and Multi-Layer Perceptron
Paper(s)
A novel hybrid algorithm for aiding prediction of prognosis in patients with hepatitis.
Statement
Entry Form
Outcome
Finalist
Authors
Jason Moore Randal Olson Yong Chen Moshe Sipper
Algorithm Type
Genetic Programming (GP)
Paper(s)
Automated discovery of test statistics using genetic programming
Statement
Entry Form
Presentation
Slides
Outcome
Finalist
Authors
Jannik Peters Daniel Stephan Isabel Amon Hans Gawendowicz Julius Lischeid Lennart Salabarria Felix Werner Martin Kreica Ralf Rothenberger Timo Kötzing Tobias Friedrich
Algorithm Type
Memetic Algorithm (EA + min-cost max-flow algorithm)
Paper(s)
Mixed Integer Programming versus Evolutionary Computation for Optimizing a Hard Real-World Staff Assignment Problem
Statement
Entry Form
Presentation
Slides
Authors
Maria Akram Ali Raza
Algorithm Type
Artificial Immune System (AIS)
Paper(s)
Towards the development of robot immune system: A combined approach involving innate immune cells and T-lymphocytes.
Statement
Entry Form
Authors
Filipe Assunção João Correia Rúben Conceição Mário Pimenta Bernardo Tomé Nuno Lourenço Penousal Machado
Algorithm Type
Grammatical Evolution (GE)
Paper(s)
Automatic Design of Artificial Neural Networks for Gamma-Ray Detection
Statement
Entry Form
Outcome
Finalist
Authors
Yann Semet BenoÓt Berthelot Thierry Glais Christian IsbÈrie AurÈlien Varest
Algorithm Type
MOEA (NSGA-II variant) and Evolution Strategies (ES)
Paper(s)
Expert Competitive Traffic Light Optimization with Evolutionary Algorithms
Statement
Entry Form
Presentation
Slides
Authors
Jia Luo Shigeru Fujimara Didier El Baz Bastien Plazolles
Algorithm Type
Genetic Algorithm (GA)
Paper(s)
GPU based parallel genetic algorithm for solving an energy efficient dynamic flexible flow shop scheduling problem
Statement
Entry Form
Outcome
Silver Award
Authors
S. C. Maree Ernst S. Kooreman Niek van Wieringen Arjan Bel Karel A. Hinnen Henrike Westerveld Bradley R. Pieters Tanja Alderliesten Hoang Luong Ngoc Peter A. N. Bosman
Algorithm Type
Estimation of Distribution Algorithm (EDA)
Paper(s)
Evaluation of bi-objective treatment planning for high-dose-rate prostate brachytherapy - A retrospective observer study
Statement
Entry Form
Presentation
Slides
Outcome
Finalist
Authors
Francisca Pérez Jaime Font Lorena Arcepa Carlos Cetina
Algorithm Type
Genetic Algorithm (GA)
Paper(s)
Collaborative feature location in models through automatic query expansion
Statement
Entry Form
Presentation
Slides
Authors
Tuong Manh Vu Charlotte Probst Joshua M. Epstein Alan Brennan Mark Strong Robin C. Purshouse
Algorithm Type
Genetic Programming (GP)
Paper(s)
Toward inverse generative social science using multi-objective genetic programming
Statement
Entry Form
Authors
Hormoz Shahrzad Babak Hodjat Camille Dolle Andre Nenissov Simon Lau Jonn Goodhew Justin Dyer Risto Miikkulainen
Algorithm Type
Genetic Programming (GP)
Paper(s)
Enhanced Optimization With Composite Objectives and Novelty Pulsation
Statement
Entry Form
Outcome
Finalist
Authors
Icaro Marcelino Miranda Claus Aranha Marcelo Ladeira
Algorithm Type
Feature selection and construction with Genetic Programming (GP)
Paper(s)
Classification of EEG Signals using Genetic Programming for Feature Construction
Statement
Entry Form
Presentation
Slides
Outcome
Bronze Award
Authors
Michail Basios Lingbo Li Fan Wu Leslie Kanthan Earl T. Barr
Algorithm Type
Genetic Improvement (GI), Genetic Algorithm (GA)
Paper(s)
Darwinian Data Structure Selection
Statement
Entry Form
Presentation
Slides
Outcome
Gold Award
Authors
David Lynch Michael Fenton David Fagan Stepan Kucera Holger Claussen Michael O'Neill
Algorithm Type
Grammar-based Genetic Programming (GP)
Paper(s)
Automated Self-Optimization in Heterogeneous Wireless Communications Networks
Statement
Entry Form
Presentation
Slides
Outcome
Finalist
Authors
Daniel Héctor Stolfi Rosso Enrique Alba Torres
Algorithm Type
(10+2)-EA
Paper(s)
Green Swarm: Greener Routes with Bio-inspired Techniques
Statement
Entry Form
Presentation
Slides
Outcome
Finalist
Authors
Daniel Rika Dror Sholomon Eli (Omid) Davidson Nathan S. Netanyahu
Algorithm Type
Genetic Algorithm (GA)
Paper(s)
A Novel Hybrid Scheme Using Genetic Algorithms and Deep Learning for the Reconstruction of Portuguese Tile Panels
Statement
Entry Form
Presentation
Slides
Authors
Aniruddha Basak Ole J. Mengshoel Kevin Schmidt
Algorithm Type
Differential Evolution (DE), Genetic Algorithm (GA)
Paper(s)
Wetting and Drying of Soil: From Data to Understandable Models for Prediction
Statement
Entry Form
Outcome
Finalist
Authors
Walter Krawec Stjepan Picek Donagoj Jakobovic
Algorithm Type
Evolution Strategies (ES), Genetic Algorithm (GA)
Paper(s)
Evolutionary Algorithms for the Design of Quantum Protocols
Statement
Entry Form
Presentation
Slides