Parallel Problem Solving from Nature – PPSN XIX: 19th International Conference, PPSN 2026, Trento, Italy, August 29 – September 2, 2026, Proceedings, ... Notes in Computer Science, Band 16986) - Softcover

Softcover

ISBN 10: 3032362229 ISBN 13: 9783032362223

Verlag: Springer, 2026

Inhaltsangabe

This five-volume set, LNCS 16985–16989, constitutes the refereed proceedings of the 19th International Conference on Parallel Problem Solving from Nature, PPSN 2026, held in Trento, Italy, during August 29-September 2, 2026.

The 165 full papers presented in these proceedings were carefully reviewed and selected from 527 submissions. The papers cover the following topical sections:

Part I: Theory & Runtime Analysis; Combinatorial Optimization; Landscape Analysis & Benchmarking;

Part II: Multi-Objective Optimization; Swarm Intelligence & ACO;

Part III: Evolution Strategies & Continuous Black-Box Optimization; Bayesian & Surrogate-Assisted Optimization; Quantum Optimization & Computing; EC for ML, Data Science & Domain Applications; General EA Methodology, Operators & Parallel EC;

Part IV: Genetic Programming & Symbolic Regression; Quality-Diversity & Novelty Search; Robotics, Morphology & Design Encoding; Coevolution & Evolutionary Dynamics;

Part V: RL, Hyper-heuristics & Algorithm Selection; LLMs + Evolutionary Computation; Neural Architecture Search, AutoML & Neuroevolution.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2026
• Sprache: Englisch
• ISBN 10: 3032362229
• ISBN 13: 9783032362223
• Einband: Taschenbuch
• Anzahl der Seiten: 528
• Herausgeber: Iacca Giovanni, Nadizar Giorgia, Yaman Anil, Bucur Doina, Della Cioppa Antonio, Hu Ting, Medvet Eric, Thomson Sarah L.
• Kontakt zum Hersteller: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3; Heidelberg; 69115; Deutschland