PPSN A

96 papers

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