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15th PPSN 2018: Coimbra, Portugal
- Anne Auger, Carlos M. Fonseca
, Nuno Lourenço
Parallel Problem Solving from Nature - PPSN XV - 15th International Conference, Coimbra, Portugal, September 8-12, 2018, Proceedings, Part II. Lecture Notes in Computer Science 11102, Springer 2018, ISBN 978-3-319-99258-7
Runtime Analysis and Approximation Results
- Johannes Lengler
A General Dichotomy of Evolutionary Algorithms on Monotone Functions. 3-15 - Dogan Corus
Artificial Immune Systems Can Find Arbitrarily Good Approximations for the NP-Hard Partition Problem. 16-28 - Eduardo Carvalho Pinto, Carola Doerr
A Simple Proof for the Usefulness of Crossover in Black-Box Optimization. 29-41 - Timo Kötzing, J. A. Gregor Lagodzinski
Destructiveness of Lexicographic Parsimony Pressure and Alleviation by a Concatenation Crossover in Genetic Programming. 42-54 - L. Darrell Whitley, Swetha Varadarajan, Rachel Hirsch, Anirban Mukhopadhyay
Exploration and Exploitation Without Mutation: Solving the Jump Function in \varTheta (n) Time. 55-66 - Dogan Corus
Fast Artificial Immune Systems. 67-78 - Timo Kötzing, Martin S. Krejca:
First-Hitting Times for Finite State Spaces. 79-91 - Timo Kötzing, Martin S. Krejca:
First-Hitting Times Under Additive Drift. 92-104 - Per Kristian Lehre, Phan Trung Hai Nguyen
Level-Based Analysis of the Population-Based Incremental Learning Algorithm. 105-116 - Denis Antipov
Precise Runtime Analysis for Plateaus. 117-128 - Clemens Frahnow, Timo Kötzing:
Ring Migration Topology Helps Bypassing Local Optima. 129-140 - Frank Neumann
Runtime Analysis of Evolutionary Algorithms for the Knapsack Problem with Favorably Correlated Weights. 141-152 - Thomas Jansen, Christine Zarges:
Theoretical Analysis of Lexicase Selection in Multi-objective Optimization. 153-164 - Chao Bian, Chao Qian, Ke Tang:
Towards a Running Time Analysis of the (1+1)-EA for OneMax and LeadingOnes Under General Bit-Wise Noise. 165-177
Fitness Landscape Modeling and Analysis
- Sébastien Vérel
A Surrogate Model Based on Walsh Decomposition for Pseudo-Boolean Functions. 181-193 - Marcos Diez García
Bridging Elementary Landscapes and a Geometric Theory of Evolutionary Algorithms: First Steps. 194-206 - Edgar Covantes Osuna, Dirk Sudholt:
Empirical Analysis of Diversity-Preserving Mechanisms on Example Landscapes for Multimodal Optimisation. 207-219 - Martin Zaefferer, Jörg Stork
Linear Combination of Distance Measures for Surrogate Models in Genetic Programming. 220-231 - Arnaud Liefooghe
On Pareto Local Optimal Solutions Networks. 232-244 - Gabriela Ochoa, Sebastian Herrmann:
Perturbation Strength and the Global Structure of QAP Fitness Landscapes. 245-256 - Sébastien Vérel, Fabio Daolio, Gabriela Ochoa, Marco Tomassini:
Sampling Local Optima Networks of Large Combinatorial Search Spaces: The QAP Case. 257-268
Algorithm Configuration, Selection, and Benchmarking
- Yasha Pushak, Holger H. Hoos:
Algorithm Configuration Landscapes: - More Benign Than Expected? 271-283 - Sobia Saleem
A Model-Based Framework for Black-Box Problem Comparison Using Gaussian Processes. 284-295 - Steven J. Daniels, Alma As-Aad Mohammad Rahat
A Suite of Computationally Expensive Shape Optimisation Problems Using Computational Fluid Dynamics. 296-307 - Alex Guimarães Cardoso de Sá, Alex Alves Freitas, Gisele L. Pappa:
Automated Selection and Configuration of Multi-Label Classification Algorithms with Grammar-Based Genetic Programming. 308-320 - Mudita Sharma, Manuel López-Ibáñez
Performance Assessment of Recursive Probability Matching for Adaptive Operator Selection in Differential Evolution. 321-333 - Alberto Moraglio, James McDermott:
Program Trace Optimization. 334-346 - Deepak Karunakaran
Sampling Heuristics for Multi-objective Dynamic Job Shop Scheduling Using Island Based Parallel Genetic Programming. 347-359 - Carola Doerr
Sensitivity of Parameter Control Mechanisms with Respect to Their Initialization. 360-372 - Iván Amaya, José Carlos Ortiz-Bayliss
Tailoring Instances of the 1D Bin Packing Problem for Assessing Strengths and Weaknesses of Its Solvers. 373-384
Machine Learning and Evolutionary Algorithms
- Nam Le
Adaptive Advantage of Learning Strategies: A Study Through Dynamic Landscape. 387-398 - Martin Zaefferer, Daniel Horn:
A First Analysis of Kernels for Kriging-Based Optimization in Hierarchical Search Spaces. 399-410 - Nils Müller, Tobias Glasmachers:
Challenges in High-Dimensional Reinforcement Learning with Evolution Strategies. 411-423 - Jonas Prellberg, Oliver Kramer:
Lamarckian Evolution of Convolutional Neural Networks. 424-435 - Marco Baioletti, Alfredo Milani
Learning Bayesian Networks with Algebraic Differential Evolution. 436-448 - L. Darrell Whitley, Renato Tinós
Optimal Neuron Selection and Generalization: NK Ensemble Neural Networks. 449-460 - Krzysztof Jurczuk
What Are the Limits of Evolutionary Induction of Decision Trees? 461-473
Tutorials and Workshops at PPSN 2018
- Gisele Lobo Pappa, Michael T. M. Emmerich
Tutorials at PPSN 2018. 477-489 - Robin C. Purshouse, Christine Zarges, Sylvain Cussat-Blanc, Michael G. Epitropakis, Marcus Gallagher, Thomas Jansen, Pascal Kerschke, Xiaodong Li, Fernando G. Lobo
Workshops at PPSN 2018. 490-497
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