Multi-Objective Optimization

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8 papers in the last 28 days · 0.1% of indexed attention

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Period ending 2026-09-21

3 new papers

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Period ending 2026-09-14

5 new papers

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Period ending 2026-09-07

1 new paper

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103 papers

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  1. Evolutionary Data Theory: On the Similarities between Data Problems and Evolutionary Games

    May 26, 2026Philipp WissgottEvolutionReplicator Equations

  2. Joint Optimization of Training and Inference in Federated Edge Learning via Constrained Multi-Objective Deep Reinforcement Learning

    May 25, 2026Zhen Li, Jun Cai, Chao Yang +1Heterogeneous Edge DevicesResource-Constrained Edge Devices

  3. A Scalable Benchmark Test Suite for Dynamic Multi-Objective Optimization with a Changing Number of Objectives

    May 25, 2026Ke Shang, Zhiyun Xiao, Yuxuan Liu +3Multi-Objective OptimizationObjective Functions

  4. A Terrain-Adaptive epsilon-Constraint MPC for Uneven Terrain Kinodynamic Planning

    May 20, 2026Otobong Jerome, Geesara Kalathunga, Tiago NascimentoVehicle DynamicsModel Predictive Control

  5. SURF: Steering the Scalarization Weight to Uniformly Traverse the Pareto Front

    May 20, 2026Liuyuan Jiang, Chentong Huang, Lisha ChenPareto FrontierMulti-Objective Optimization

  6. GOAL: Graph-based Objective-Aligned Diffusion Solvers for Dynamic Multi-Objective Optimization

    May 18, 2026Xingyu LiCombinatorial OptimizationMulti-Objective Optimization

  7. Lean Refactor: Multi-Objective Controllable Proof Optimization via Agentic Strategy Search

    May 18, 2026Jialin Lu, Soonho Kong, Rodrigo Stehling +4Code RefactoringTheorem

  8. Towards Universal Physical Adversarial Attacks via a Joint Multi-Objective and Multi-Model Optimization Framework

    May 18, 2026Ziyang Liu, Hongyuan Wang, Zijian Wang +4Adversarial ExamplesVision Foundation Models

  9. Multi-Party Multi-Objective Optimization as Consensus Search: Runtime Analysis of Cross-Party Recombination

    May 17, 2026Xiaolei Fang, Peilan Xu, Wenjian LuoMulti-Objective OptimizationPareto Frontier

  10. General-Purpose Co-Evolutionary Construction of Parallel Algorithm Portfolios for Multi-Objective Binary Optimization

    May 15, 2026Zhiyuan Wang, Shengcai Liu, Shaofeng Zhang +1Multi-Objective OptimizationPortfolio Optimization

  11. First Mathematical Runtime Analyses of Multi-Objective Evolutionary Algorithms for Multi-Valued Decision Variables

    May 14, 2026Mingfeng Li, Zheng Cheng, Weijie Zheng +1Multi-Objective OptimizationEvolutionary Search

  12. Nonsmooth Set-Gradient Ascent to the Pareto Front via Layered Hypervolume and Magnitude Indicators

    May 13, 2026Michael T. M. EmmerichMulti-Objective OptimizationPareto Frontier

  13. TRUST-TAEA: A trustworthiness-guided two-archive evolutionary algorithm with variable-grouping sparse search for large-scale multi-objective optimization

    May 13, 2026Junyi Cui, Chao Min, Stanisław Migórski +2Multi-Objective OptimizationEvolutionary Search

  14. Large Language Models as Amortized Pareto-Front Generators for Constrained Bi-Objective Convex Optimization

    May 12, 2026Peipei Xu, SiYuan Ma, Yaohua Liu +4Multi-Objective OptimizationPareto Frontier

  15. On the Impact of Crossover in Many-Objective Optimization: A Runtime Analysis of NSGA-III

    May 11, 2026Andre OprisMulti-Objective OptimizationEvolutionary Search

  16. Meta-Black-Box Optimization Can Do Search Guidance for Expensive Constrained Multi-Objective Optimization

    May 11, 2026Yukun Du, Haiyue Yu, Jiang Jiang +5Black-Box OptimizationMulti-Objective Optimization

  17. Chebyshev Center-Based Direction Selection for Multi-Objective Optimization and Training PINNs

    May 11, 2026Hoyeol Yoon, Seoungbin Bae, Nam Ho-Nguyen +1Conventional Physics-Informed Neural NetworksPartial Differential Equation Benchmarks

  18. SAMOFT: Robust Multi-Object Tracking via Region and Flow

    May 10, 2026Yanchao Wang, Dawei Zhang, Chengzhuan Yang +5Multi-Object TrackingFeature Pyramid Networks

  19. Transfer Learning of Multiobjective Indirect Low-Thrust Trajectories Using Diffusion Models and Markov Chain Monte Carlo

    May 9, 2026Jannik Graebner, Ryne BeesonTrajectory OptimizationMulti-Objective Optimization

  20. A Tale of Two Problems: Multi-Task Bilevel Learning Meets Equality Constrained Multi-Objective Optimization

    May 9, 2026Zhiyao Zhang, Myeung Suk Oh, Zhen Qin +3Bilevel OptimizationMulti-Objective Optimization

  21. Prompt Optimization for User Simulation in Conversational Recommender Systems: A Multi-Objective Framework

    May 8, 2026Nipun B Nair, Tongtong Wu, Weiqing WangUser SimulationRecommender Systems

  22. CoupleEvo: Evolving Heuristics for Coupled Optimization Problems Using Large Language Models

    May 7, 2026Thomas Bömer, Bastian Amberg, Max Disselnmeyer +1Evolutionary SearchMulti-Objective Optimization

  23. Distributionally Robust Multi-Objective Optimization

    May 7, 2026Yufeng Yang, Fangning Zhuo, Ziyi Chen +2Multi-Objective OptimizationProximal Gradient Descent

  24. QUIVER: Cost-Aware Adaptive Preference Querying in Surrogate-Assisted Evolutionary Multi-Objective Optimization

    May 5, 2026Florian A. D. BurnatMulti-Objective OptimizationEvolutionary Search

  25. Contextual Multi-Objective Optimization: Rethinking Objectives in Frontier AI Systems

    May 5, 2026Jie Zhou, Qin Chen, Liang HeObjectivesMulti-Objective Optimization

  26. Exact and Evolutionary Algorithms for Sequential Multi-Objective Transmission Topology Planning

    May 5, 2026Job Groeneveld, Miguel Muñoz, Jan Viebahn +1Power SystemsMulti-Objective Optimization

  27. Indian Wedding System Optimization (IWSO): A Novel Socially Inspired Metaheuristic with Operational Design and Analysis

    May 5, 2026Deepika Saxena, Kishu Gupta, Jitendra Kumar +5Particle Swarm OptimizationMetaheuristics

  28. CoAction: Cross-task Correlation-aware Pareto Set Learning

    May 3, 2026Xinyue Chen, Yingxuan Liang, Yiqin Huang +3Multi--Task LearningMulti-Objective Optimization

  29. MAEO: Multiobjective Animorphic Ensemble Optimization for Scalable Large-scale Engineering Applications

    Apr 26, 2026Omer F. Erdem, Dean Price, Paul Seurin +1Multi-Objective OptimizationNuclear Fusion

  30. C-MORAL: Controllable Multi-Objective Molecular Optimization with Reinforcement Alignment for LLMs

    Apr 24, 2026Rui Gao, Youngseung Jeon, Swastik Roy +2Molecular OptimizationTraining-Free Reward Alignment

  31. Multi-Task Optimization over Networks of Tasks

    Apr 23, 2026Julian Hatzky, Thomas Bartz-Beielstein, A. E. Eiben +1Multi--Task LearningMulti-Objective Optimization

  32. MGDA-Decoupled: Geometry-Aware Multi-Objective Optimisation for DPO-based LLM Alignment

    Apr 22, 2026Andor Vári-Kakas, Ji Won Park, Natasa TagasovskaLarge Language Model AlignmentDirect Preference Optimization

  33. Generative Augmentation of Imbalanced Flight Records for Flight Diversion Prediction: A Multi-objective Optimisation Framework

    Apr 22, 2026Karim Aly, Alexei Sharpanskykh, Jacco HoekstraFlight PerformanceSynthetic Data

  34. Think Before Writing: Feature-Level Multi-Objective Optimization for Generative Citation Visibility

    Apr 21, 2026Zikang Liu, Peilan XuCitationsWriting

  35. Barrier-enforced multi-objective optimization for direct point and sharp interval forecasting

    Apr 20, 2026Worachit Amnuaypongsa, Yotsapat Suparanonrat, Pana Wanitchollakit +1Energy ForecastingPredictive Uncertainty

  36. Optimising Urban Flood Resilience

    Apr 17, 2026James Mckenna, Christos Iliadis, Vassilis GlenisMulti-Objective OptimizationFluid Dynamics

  37. Multi-Objective Bayesian Optimization via Adaptive \varepsilon-Constraints Decomposition

    Apr 17, 2026Yaohong Yang, Sammie Katt, Samuel KaskiBayesian OptimizationMulti-Objective Optimization

  38. Analysis of Multitasking Pareto Optimization for Monotone Submodular Problems

    Apr 16, 2026Liam Wigney, Frank NeumannSubmodular MaximizationKnapsack Constraint

  39. Agentic AI-RAN: Enabling Intent-Driven, Explainable and Self-Evolving Open RAN Intelligence

    Feb 27, 2026Zhizhou He, Yang Luo, Xinkai Liu +4Ai-RanSelf-Evolving Agents

  40. Decoupling Constraints from Two Directions for Evolutionary Constrained Multi-objective Optimization

    Dec 30, 2025Ruiqing Sun, Dawei Feng, Xing Zhou +6Multi-Objective OptimizationConstrained Optimization

  41. Feature weighting for data analysis via evolutionary simulation

    Nov 9, 2025Aris Daniilidis, Alberto Domínguez Corella, Philipp WissgottMulti-Objective OptimizationWeighted

  42. (θl,θuθ_l, θ_u)-Parametric Multi-Task Optimization: Joint Search in Solution and Infinite Task Spaces

    Mar 11, 2025Tingyang Wei, Jiao Liu, Abhishek Gupta +2Multi-Objective OptimizationMulti--Task Learning

  43. Robust Counterfactual Explanations under Model Multiplicity Using Multi-Objective Optimization

    Jan 10, 2025Keita KinjoCounterfactual ExplanationExplainability