Evolutionary Multi-Criterion Optimization

13th International Conference, EMO 2025, Canberra, ACT, Australia, March 4–7, 2025, Proceedings, Part I

AvHemant Singh,Tapabrata Ray

Häftad, Engelska, 2025

Del 15512 i serien Lecture Notes in Computer Science

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Beskrivning

This two-volume set LNCS 15512-15513 constitutes the proceedings of the 13th International Conference on Evolutionary Multi-Criterion Optimization, EMO 2025, held in Canberra, ACT, Australia, in March 2025.The 38 full papers and 2 extended abstracts presented in this book were carefully reviewed and selected from 63 submissions. The papers are divided into the following topical sections:Part I : Algorithm design; Benchmarking; Applications.Part II : Algorithm analysis; Surrogates and machine learning; Multi-criteria decision support.

Produktinformation

Utgivningsdatum:2025-02-28
Mått:155 x 235 x 19 mm
Vikt:517 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:320
Förlag:Springer Nature Switzerland AG
ISBN:9789819635054

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Artificiell intelligens inom Data och IT

Innehållsförteckning

.- Algorithm design..- Towards an Efficient Innovation Path Seeking Algorithm Using Directed Domination..- An MaOEA/Local Search Hybrid Based on a Fast, Stochastic BFGS Using Achievement Scalarizing Search Directions..- Selective evaluations for expediting multi-objective bilevel optimization..- MOAISDX: A New Multi-objective Artificial Immune System based on Decomposition..- PAES-25: Local Search, Archiving and Multi/Many-objective PseudoBoolean Functions..- Weights-Guided Random Bit Climber for Binary Many-objective Optimization..- Bilevel Optimization-based Decomposition for Solving Single and Multi objective Optimization Problems..- A Study on Optimistic & Pessimistic Pareto-fronts in Multi objective Bilevel Optimization via ?-Perturbation..- Cumulative Step Size Adaptation for Adaptive SEMO in Integer Space..- Adaptive Normal-Boundary Intersection Directions for Evolutionary Many objective Optimization with Complex Pareto Fronts..- Encodings for Multi-Objective Free-Form Coverage Path Planning..- VBEA: Voting-Based Evolutionary Algorithm for Multi-Objective Planning..- Enhancing NSGA-II with a Knee Point for Constrained Multi-objective Optimization..- Benchmarking..- Single and Multi-Objective Optimization Benchmark Problems Focusing on Human-Powered Aircraft Design..- An Extension of the Welded Beam Problem that Includes Multiple Interactng Design Concepts..- Extended Results on Analytical Hypervolume Indicator Calculation of Linear and Quadratic Pareto Fronts..- MO-IOHinspector: Anytime Benchmarking of Multi-Objective Algorithms using IOH profiler..- Applications..- Multi-Objective Sequential Decision Making for Holistic Supply Chain Optimization..- Interactive evolutionary re optimization for ground fish survey planning..- A Multi-Objective Competitive Co-Evolutionary Framework with Progressive Shrinking for Wargame Scenarios..- .- Impact of Environmental Changes on Optimized Robotics Collective Motion for Multi-Objective Coverage Tasks.