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14th PPSN 2016: Edinburgh, UK
- Julia Handl, Emma Hart, Peter R. Lewis
, Manuel López-Ibáñez, Gabriela Ochoa
, Ben Paechter:
Parallel Problem Solving from Nature - PPSN XIV - 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings. Lecture Notes in Computer Science 9921, Springer 2016, ISBN 978-3-319-45822-9
Adaptation, Self-adaptation and Parameter Tuning
- Youhei Akimoto, Nikolaus Hansen
:
Online Model Selection for Restricted Covariance Matrix Adaptation. 3-13 - Stefano Nichele, Tom Eivind Glover, Gunnar Tufte
:
Genotype Regulation by Self-modifying Instruction-Based Development on Cellular Automata. 14-25 - Michael Hellwig
, Hans-Georg Beyer
:
Evolution Under Strong Noise: A Self-Adaptive Evolution Strategy Can Reach the Lower Performance Bound - The pcCMSA-ES. 26-36 - Xiuli Wu, Pietro A. Consoli, Leandro L. Minku
, Gabriela Ochoa
, Xin Yao
:
An Evolutionary Hyper-heuristic for the Software Project Scheduling Problem. 37-47 - Willem den Besten, Dirk Thierens, Peter A. N. Bosman:
The Multiple Insertion Pyramid: A Fast Parameter-Less Population Scheme. 48-58 - Zbynek Pitra, Lukás Bajer
, Martin Holena:
Doubly Trained Evolution Control for the Surrogate CMA-ES. 59-68 - Martin Zaefferer, Thomas Bartz-Beielstein
:
Efficient Global Optimization with Indefinite Kernels. 69-79 - Christopher Jankee, Sébastien Vérel
, Bilel Derbel, Cyril Fonlupt
:
A Fitness Cloud Model for Adaptive Metaheuristic Selection Methods. 80-90 - Rafael Nogueras
, Carlos Cotta
:
A Study of the Performance of Self-★ Memetic Algorithms on Heterogeneous Ephemeral Environments. 91-100 - Claudia R. Correa, Elizabeth F. Wanner
, Carlos M. Fonseca
:
Lyapunov Design of a Simple Step-Size Adaptation Strategy Based on Success. 101-110
Differential Evolution and Swarm Intelligence
- Weijie Zheng, Haohuan Fu, Guangwen Yang:
TADE: Tight Adaptive Differential Evolution. 113-122 - Marco Baioletti, Alfredo Milani
, Valentino Santucci
:
An Extension of Algebraic Differential Evolution for the Linear Ordering Problem with Cumulative Costs. 123-133 - Eduardo Lalla-Ruiz
, Eduardo Segredo
, Stefan Voß, Emma Hart, Ben Paechter:
Analysing the Performance of Migrating Birds Optimisation Approaches for Large Scale Continuous Problems. 134-144 - Ryoji Tanabe, Alex Fukunaga:
How Far Are We from an Optimal, Adaptive DE? 145-155 - Nacim Belkhir, Johann Dréo, Pierre Savéant, Marc Schoenauer
:
Feature Based Algorithm Configuration: A Case Study with Differential Evolution. 156-166 - Carlos M. Fernandes, Juan Julián Merelo Guervós
, Agostinho C. Rosa:
An Asynchronous and Steady State Update Strategy for the Particle Swarm Optimization Algorithm. 167-177
Dynamic, Uncertain and Constrained Environments
- Asma Atamna
, Anne Auger, Nikolaus Hansen
:
Augmented Lagrangian Constraint Handling for CMA-ES - Case of a Single Linear Constraint. 181-191 - Dirk V. Arnold
:
An Active-Set Evolution Strategy for Optimization with Known Constraints. 192-202 - Xiaofen Lu, Ke Tang, Xin Yao
:
Speciated Evolutionary Algorithm for Dynamic Constrained Optimisation. 203-213 - Tinkle Chugh
, Karthik Sindhya, Kaisa Miettinen, Jussi Hakanen, Yaochu Jin
:
On Constraint Handling in Surrogate-Assisted Evolutionary Many-Objective Optimization. 214-224 - Renato Tinós
, Shengxiang Yang:
Artificially Inducing Environmental Changes in Evolutionary Dynamic Optimization. 225-236 - Jürgen Branke, Xin Fei
:
Efficient Sampling When Searching for Robust Solutions. 237-246
Genetic Programming
- William B. Langdon, Justyna Petke
, Bobby R. Bruce
:
Optimising Quantisation Noise in Energy Measurement. 249-259 - Alberto Bartoli
, Andrea De Lorenzo
, Eric Medvet
, Fabiano Tarlao:
Syntactical Similarity Learning by Means of Grammatical Evolution. 260-269 - Pak-Kan Wong, Man-Leung Wong, Kwong-Sak Leung:
Hierarchical Knowledge in Self-Improving Grammar-Based Genetic Programming. 270-280 - Jacob Soderlund, Darwin Vickers, Alan Blair
:
Parallel Hierarchical Evolution of String Library Functions. 281-291 - Ann Thorhauer:
On the Non-uniform Redundancy in Grammatical Evolution. 292-302 - Thi Huong Chu, Quang Uy Nguyen, Michael O'Neill
:
Tournament Selection Based on Statistical Test in Genetic Programming. 303-312 - William B. Langdon:
Kin Selection with Twin Genetic Programming. 313-323 - Brad Alexander, Connie Pyromallis, George Lorenzetti, Brad Zacher:
Using Scaffolding with Partial Call-Trees to Improve Search. 324-334 - Martin Pilát
, Roman Neruda
:
Feature Extraction for Surrogate Models in Genetic Programming. 335-344 - Francesco Marino, Giovanni Squillero, Alberto Paolo Tonda
:
A General-Purpose Framework for Genetic Improvement. 345-352 - Edgar Galván López, Efrén Mezura-Montes
, Ouassim Ait ElHara, Marc Schoenauer
:
On the Use of Semantics in Multi-objective Genetic Programming. 353-363 - Marcin Szubert, Anuradha Kodali, Sangram Ganguly, Kamalika Das, Josh C. Bongard:
Semantic Forward Propagation for Symbolic Regression. 364-374 - Luiz Otávio Vilas Boas Oliveira, Luis Fernando Miranda, Gisele L. Pappa, Fernando E. B. Otero, Ricardo H. C. Takahashi
:
Reducing Dimensionality to Improve Search in Semantic Genetic Programming. 375-385
Multi-objective, Many-objective and Multi-level Optimisation
- Jesús Guillermo Falcón-Cardona
, Carlos A. Coello Coello
:
iMOACO _\mathbb R : A New Indicator-Based Multi-objective Ant Colony Optimization Algorithm for Continuous Search Spaces. 389-398 - Ke Li
, Mohammad Nabi Omidvar
, Kalyanmoy Deb, Xin Yao
:
Variable Interaction in Multi-objective Optimization Problems. 399-409 - Ke Lu, Jürgen Branke, Tapabrata Ray
:
Improving Efficiency of Bi-level Worst Case Optimization. 410-420 - Daniel Horn, Karin Schork
, Tobias Wagner:
Multi-objective Selection of Algorithm Portfolios: Experimental Validation. 421-430 - Bilel Derbel, Arnaud Liefooghe
, Qingfu Zhang
, Hernán E. Aguirre, Kiyoshi Tanaka:
Multi-objective Local Search Based on Decomposition. 431-441 - Zhilei Ren, He Jiang, Jifeng Xuan
, Ke Tang, Yan Hu:
Analyzing Inter-objective Relationships: A Case Study of Software Upgradability. 442-452 - Koen van der Blom
, Sjonnie Boonstra, Hèrm Hofmeyer, Michael T. M. Emmerich
:
Multicriteria Building Spatial Design with Mixed Integer Evolutionary Algorithms. 453-462 - Erella Matalon Eisenstadt, Amiram Moshaiov, Gideon Avigad:
The Competing Travelling Salespersons Problem Under Multi-criteria. 463-472 - Edgar Manoatl López, Carlos A. Coello Coello
:
A Parallel Multi-objective Memetic Algorithm Based on the IGD+ Indicator. 473-482 - Vesa Ojalehto, Dmitry Podkopaev
, Kaisa Miettinen:
Towards Automatic Testing of Reference Point Based Interactive Methods. 483-492 - David J. Walker
, Ed Keedwell:
Towards Many-Objective Optimisation with Hyper-heuristics: Identifying Good Heuristics with Indicators. 493-502 - Hisao Ishibuchi, Ken Doi, Yusuke Nojima
:
Use of Piecewise Linear and Nonlinear Scalarizing Functions in MOEA/D. 503-513 - Ryan J. Urbanowicz
, Randal S. Olson, Jason H. Moore
:
Pareto Inspired Multi-objective Rule Fitness for Noise-Adaptive Rule-Based Machine Learning. 514-524 - Luis Miguel Antonio, Carlos A. Coello Coello
:
Decomposition-Based Approach for Solving Large Scale Multi-objective Problems. 525-534
Parallel Algorithms and Hardware Issues
- Emily L. Rounds, Eric O. Scott, Andrew S. Alexander, Kenneth A. De Jong, Douglas A. Nitz, Jeffrey L. Krichmar
:
An Evolutionary Framework for Replicating Neurophysiological Data with Spiking Neural Networks. 537-547 - Francisco Fernández de Vega, Francisco Chávez de la O
, Josefa Díaz
, Juan Ángel García, Pedro A. Castillo
, Juan Julián Merelo Guervós
, Carlos Cotta
:
A Cross-Platform Assessment of Energy Consumption in Evolutionary Algorithms - Towards Energy-Aware Bioinspired Algorithms. 548-557 - Simon Wessing, Günter Rudolph, Dino A. Menges:
Comparing Asynchronous and Synchronous Parallelization of the SMS-EMOA. 558-567 - Raquel Hernández Gómez, Carlos A. Coello Coello
, Enrique Alba:
A Parallel Version of SMS-EMOA for Many-Objective Optimization Problems. 568-577
Real-World Applications and Modelling
- Randal S. Olson, Jason H. Moore
, Christoph Adami
:
Evolution of Active Categorical Image Classification via Saccadic Eye Movement. 581-590 - Jorge C. Gomes
, Miguel Duarte, Pedro Mariano, Anders Lyhne Christensen
:
Cooperative Coevolution of Control for a Real Multirobot System. 591-601 - Amit Benbassat, Avishai Henik
:
Replicating the Stroop Effect Using a Developmental Spatial Neuroevolution System. 602-612 - Stjepan Picek, Dominik Sisejkovic, Vladimir Rozic, Bohan Yang, Domagoj Jakobovic
, Nele Mentens
:
Evolving Cryptographic Pseudorandom Number Generators. 613-622 - Nathaniel Powell, Josh C. Bongard:
Exploring Uncertainty and Movement in Categorical Perception Using Robots. 623-632 - Rodica Ioana Lung
, Mihai Suciu
, Regina Meszlényi
, Krisztián Búza
, Noémi Gaskó
:
Community Structure Detection for the Functional Connectivity Networks of the Brain. 633-643 - Eléonore Vissol-Gaudin
, Apostolos Kotsialos
, Mark K. Massey, Dagou A. Zeze, Christopher Pearson, Chris Groves, Michael C. Petty
:
Data Classification Using Carbon-Nanotubes and Evolutionary Algorithms. 644-654 - Dusan Hrabec
, Pavel Popela, Jan Roupec
:
WS Network Design Problem with Nonlinear Pricing Solved by Hybrid Algorithm. 655-664 - Francisco A. L. Manfrini, Heder S. Bernardino
, Helio J. C. Barbosa:
A Novel Efficient Mutation for Evolutionary Design of Combinational Logic Circuits. 665-674 - Dídac Rodríguez Arbonès, Boyin Ding
, Nataliia Y. Sergiienko
, Markus Wagner:
Fast and Effective Multi-objective Optimisation of Submerged Wave Energy Converters. 675-685 - Borys Wróbel
:
Evolution of Spiking Neural Networks Robust to Noise and Damage for Control of Simple Animats. 686-696 - Luis Martí
, Arsène Fansi Tchango, Laurent Navarro, Marc Schoenauer
:
Anomaly Detection with the Voronoi Diagram Evolutionary Algorithm. 697-706 - Sam Kriegman, Marcin Szubert, Josh C. Bongard, Christian Skalka:
Evolving Spatially Aggregated Features from Satellite Imagery for Regional Modeling. 707-716 - Van Loi Cao
, Miguel Nicolau, James McDermott:
A Hybrid Autoencoder and Density Estimation Model for Anomaly Detection. 717-726
Theory
- Mojgan Pourhassan, Feng Shi, Frank Neumann
:
Parameterized Analysis of Multi-objective Evolutionary Algorithms and the Weighted Vertex Cover Problem. 729-739 - Wanru Gao, Tobias Friedrich, Frank Neumann
:
Fixed-Parameter Single Objective Search Heuristics for Minimum Vertex Cover. 740-750 - Zhenhua Li, Qingfu Zhang
:
What Does the Evolution Path Learn in CMA-ES? 751-760 - Tobias Friedrich, Timo Kötzing, Martin S. Krejca, Andrew M. Sutton
:
Graceful Scaling on Uniform Versus Steep-Tailed Noise. 761-770 - Tobias Friedrich, Timo Kötzing, Andrew M. Sutton
:
On the Robustness of Evolving Populations. 771-781 - Benjamin Doerr, Carola Doerr, Timo Kötzing:
Provably Optimal Self-adjusting Step Sizes for Multi-valued Decision Variables. 782-791 - Thomas Jansen, Christine Zarges:
Example Landscapes to Support Analysis of Multimodal Optimisation. 792-802 - Duc-Cuong Dang, Per Kristian Lehre:
Self-adaptation of Mutation Rates in Non-elitist Populations. 803-813 - Andreia P. Guerreiro
, Carlos M. Fonseca
:
Hypervolume Sharpe-Ratio Indicator: Formalization and First Theoretical Results. 814-823 - Benjamin Doerr, Carola Doerr, Jing Yang:
k-Bit Mutation with Self-Adjusting k Outperforms Standard Bit Mutation. 824-834 - Chao Qian, Ke Tang, Zhi-Hua Zhou:
Selection Hyper-heuristics Can Provably Be Helpful in Evolutionary Multi-objective Optimization. 835-846
Diversity and Landscape Analysis
- Mayowa Ayodele
, John A. W. McCall
, Olivier Regnier-Coudert:
RK-EDA: A Novel Random Key Based Estimation of Distribution Algorithm. 849-858 - Momodou L. Sanyang, Ata Kabán:
REMEDA: Random Embedding EDA for Optimising Functions with Intrinsic Dimension. 859-868 - Wanru Gao, Samadhi Nallaperuma, Frank Neumann
:
Feature-Based Diversity Optimization for Problem Instance Classification. 869-879 - Justin K. Pugh, Lisa B. Soros, Kenneth O. Stanley:
Searching for Quality Diversity When Diversity is Unaligned with Quality. 880-889 - Duc-Cuong Dang, Tobias Friedrich, Timo Kötzing, Martin S. Krejca, Per Kristian Lehre, Pietro S. Oliveto
, Dirk Sudholt, Andrew M. Sutton
:
Emergence of Diversity and Its Benefits for Crossover in Genetic Algorithms. 890-900 - Sebastian Herrmann
, Gabriela Ochoa
, Franz Rothlauf
:
Coarse-Grained Barrier Trees of Fitness Landscapes. 901-910 - Davy Smith, Laurissa N. Tokarchuk, Geraint A. Wiggins:
Rapid Phenotypic Landscape Exploration Through Hierarchical Spatial Partitioning. 911-920 - Andreas Steyven, Emma Hart, Ben Paechter:
Understanding Environmental Influence in an Open-Ended Evolutionary Algorithm. 921-931 - Khulood AlYahya, Jonathan E. Rowe:
Simple Random Sampling Estimation of the Number of Local Optima. 932-941 - Justin J. Kelly, Christian Jacob:
evoVision3D: A Multiscale Visualization of Evolutionary Histories. 942-951 - Eric O. Scott, Kenneth A. De Jong:
Landscape Features for Computationally Expensive Evaluation Functions: Revisiting the Problem of Noise. 952-961 - Pascal Kerschke, Hao Wang, Mike Preuss, Christian Grimme, André H. Deutz, Heike Trautmann, Michael Emmerich
:
Towards Analyzing Multimodality of Continuous Multiobjective Landscapes. 962-972 - Yuichi Nagata:
Population Diversity Measures Based on Variable-Order Markov Models for the Traveling Salesman Problem. 973-983 - Shouyong Jiang
, Shengxiang Yang:
Convergence Versus Diversity in Multiobjective Optimization. 984-993 - Nadarajen Veerapen
, Gabriela Ochoa
, Renato Tinós
, L. Darrell Whitley:
Tunnelling Crossover Networks for the Asymmetric TSP. 994-1003
Workshops and Tutorials at PPSN 2016
- Christian Blum
, Christine Zarges:
The Workshops at PPSN 2016. 1007-1011 - Carola Doerr
, Nicolas Bredèche, Enrique Alba, Thomas Bartz-Beielstein
, Dimo Brockhoff, Benjamin Doerr, Gusz Eiben, Michael G. Epitropakis
, Carlos M. Fonseca
, Andreia P. Guerreiro
, Evert Haasdijk, Jacqueline Heinerman, Julien Hubert, Per Kristian Lehre, Luigi Malagò, Juan Julián Merelo Guervós
, Julian Francis Miller, Boris Naujoks
, Pietro S. Oliveto
, Stjepan Picek, Nelishia Pillay, Mike Preuss, Patricia Ryser-Welch, Giovanni Squillero, Jörg Stork
, Dirk Sudholt, Alberto Paolo Tonda, L. Darrell Whitley, Martin Zaefferer:
Tutorials at PPSN 2016. 1012-1022
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