Evolutionary Multi-Criterion Optimization

TRAMA

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.

SOMMARIO

.- 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.

ALTRE INFORMAZIONI

• Condizione: Nuovo
• ISBN: 9789819635054
• Collana: Lecture Notes in Computer Science
• Dimensioni: 235 x 155 mm
• Formato: Brossura
• Illustration Notes: XVII, 320 p. 96 illus., 87 illus. in color.
• Pagine Arabe: 320
• Pagine Romane: xvii