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15th PPSN 2018: Coimbra, Portugal
- Anne Auger, Carlos M. Fonseca, Nuno Lourenço, Penousal Machado, Luís Paquete, L. Darrell Whitley:
Parallel Problem Solving from Nature - PPSN XV - 15th International Conference, Coimbra, Portugal, September 8-12, 2018, Proceedings, Part I. Lecture Notes in Computer Science 11101, Springer 2018, ISBN 978-3-319-99252-5
Numerical Optimization
- Konstantinos Varelas, Anne Auger, Dimo Brockhoff, Nikolaus Hansen
, Ouassim Ait ElHara, Yann Semet, Rami Kassab, Frédéric Barbaresco:
A Comparative Study of Large-Scale Variants of CMA-ES. 3-15 - Arash Kayhani, Dirk V. Arnold
Design of a Surrogate Model Assisted (1 + 1)-ES. 16-28 - Mateusz Ulinski, Adam Zychowski
Generalized Self-adapting Particle Swarm Optimization Algorithm. 29-40 - Palina Bartashevich
PSO-Based Search Rules for Aerial Swarms Against Unexplored Vector Fields via Genetic Programming. 41-53 - Sander van Rijn
Towards an Adaptive CMA-ES Configurator. 54-65
Combinatorial Optimization
- Behrooz Ghasemishabankareh, Melih Ozlen
A Probabilistic Tree-Based Representation for Non-convex Minimum Cost Flow Problems. 69-81 - Eduardo Rodriguez-Tello
Comparative Study of Different Memetic Algorithm Configurations for the Cyclic Bandwidth Sum Problem. 82-94 - Renato Tinós
Efficient Recombination in the Lin-Kernighan-Helsgaun Traveling Salesman Heuristic. 95-107 - Yuichi Nagata:
Escherization with a Distance Function Focusing on the Similarity of Local Structure. 108-120 - Luca Mariot
Evolutionary Search of Binary Orthogonal Arrays. 121-133 - Tobias Friedrich, Andreas Göbel, Francesco Quinzan, Markus Wagner:
Heavy-Tailed Mutation Operators in Single-Objective Combinatorial Optimization. 134-145 - G. H. Aalvanger, Ngoc Hoang Luong
Heuristics in Permutation GOMEA for Solving the Permutation Flowshop Scheduling Problem. 146-157 - Vahid Roostapour, Aneta Neumann
On the Performance of Baseline Evolutionary Algorithms on the Dynamic Knapsack Problem. 158-169 - Christopher Stone, Emma Hart, Ben Paechter:
On the Synthesis of Perturbative Heuristics for Multiple Combinatorial Optimisation Domains. 170-182
Genetic Programming
- Illya Bakurov, Leonardo Vanneschi
EDDA-V2 - An Improvement of the Evolutionary Demes Despeciation Algorithm. 185-196 - Stefan Forstenlechner, David Fagan, Miguel Nicolau, Michael O'Neill:
Extending Program Synthesis Grammars for Grammar-Guided Genetic Programming. 197-208 - Uriel López, Leonardo Trujillo
Filtering Outliers in One Step with Genetic Programming. 209-222 - Eric Medvet, Alberto Bartoli, Andrea De Lorenzo
GOMGE: Gene-Pool Optimal Mixing on Grammatical Evolution. 223-235 - Thomas D. Griffiths, Anikó Ekárt
Self-adaptive Crossover in Genetic Programming: The Case of the Tartarus Problem. 236-246
Multi-objective Optimization
- Ryoji Tanabe, Hisao Ishibuchi:
A Decomposition-Based Evolutionary Algorithm for Multi-modal Multi-objective Optimization. 249-261 - Yiping Liu, Hisao Ishibuchi, Yusuke Nojima
A Double-Niched Evolutionary Algorithm and Its Behavior on Polygon-Based Problems. 262-273 - Cristóbal Barba-González, Vesa Ojalehto, José García-Nieto
Artificial Decision Maker Driven by PSO: An Approach for Testing Reference Point Based Interactive Methods. 274-285 - Yue Zhou-Kangas, Kaisa Miettinen:
A Simple Indicator Based Evolutionary Algorithm for Set-Based Minmax Robustness. 286-297 - Antonio J. Nebro
Extending the Speed-Constrained Multi-objective PSO (SMPSO) with Reference Point Based Preference Articulation. 298-310 - Yiping Liu, Hisao Ishibuchi, Yusuke Nojima
Improving 1by1EA to Handle Various Shapes of Pareto Fronts. 311-322 - Aymeric Blot
New Initialisation Techniques for Multi-objective Local Search - Application to the Bi-objective Permutation Flowshop. 323-334 - Jesús Guillermo Falcón-Cardona
Towards a More General Many-objective Evolutionary Optimizer. 335-346 - Margarita Markina, Maxim Buzdalov:
Towards Large-Scale Multiobjective Optimisation with a Hybrid Algorithm for Non-dominated Sorting. 347-358 - Hanwei Zhang, Aimin Zhou:
Tree-Structured Decomposition and Adaptation in MOEA/D. 359-371 - Edgar Manoatl López, Carlos A. Coello Coello
Use of Reference Point Sets in a Decomposition-Based Multi-Objective Evolutionary Algorithm. 372-383 - Hisao Ishibuchi, Ryo Imada, Naoki Masuyama, Yusuke Nojima
Use of Two Reference Points in Hypervolume-Based Evolutionary Multiobjective Optimization Algorithms. 384-396
Parallel and Distributed Frameworks
- Juan Julián Merelo Guervós
Introducing an Event-Based Architecture for Concurrent and Distributed Evolutionary Algorithms. 399-410 - Rafael Nogueras
Analyzing Resilience to Computational Glitches in Island-Based Evolutionary Algorithms. 411-423 - Qiqi Duan, Lijun Sun, Yuhui Shi:
Spark Clustering Computing Platform Based Parallel Particle Swarm Optimizers for Computationally Expensive Global Optimization. 424-435 - Jheisson López, Danny Múnera
Weaving of Metaheuristics with Cooperative Parallelism. 436-448
Applications
- Mohammad Haqqani, Homayoon Ashrafzadeh, Xiaodong Li
Conditional Preference Learning for Personalized and Context-Aware Journey Planning. 451-463 - Kiyoharu Tagawa:
Critical Fractile Optimization Method Using Truncated Halton Sequence with Application to SAW Filter Design. 464-475 - Gongjin Lan
Directed Locomotion for Modular Robots with Evolvable Morphologies. 476-487 - Neil Urquhart, Emma Hart:
Optimisation and Illumination of a Real-World Workforce Scheduling and Routing Application (WSRP) via Map-Elites. 488-499 - Alexander Hagg
Prototype Discovery Using Quality-Diversity. 500-511 - Dídac Rodríguez Arbonès, Nataliia Y. Sergiienko
Sparse Incomplete LU-Decomposition for Wave Farm Designs Under Realistic Conditions. 512-524 - Anuradha Kodali, Marcin Szubert, Kamalika Das, Sangram Ganguly, Joshua Clifford Bongard:
Understanding Climate-Vegetation Interactions in Global Rainforests Through a GP-Tree Analysis. 525-536
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