001 Stagnation in Evolutionary Algorithms: Convergence ≠ Optimality OpenAlex Paper Xiaojun Zhou Jul 1 002 DROP: Distributional and Regular Optimism and Pessimism for Reinforcement Learning OpenAlex Paper Taisuke Kobayashi Jun 22 003 Multi-Strategy Enhanced White Shark Optimizer for Solving Job Shop Scheduling Problem OpenAlex Paper Li Cao, Meng Li et al. May 27 004 Reinforcement learning-controlled differential evolution with L-BFGS refinements OpenAlex Paper Yang Cao, Bingchuan Wu et al. May 13 005 Graph-Based modeling and decomposition of hierarchical optimization problems OpenAlex Paper David L. Cole, Filippo Pecci et al. Apr 25 006 The Application and Optimization Method of Intelligent Decision Support Systems in Chain Operation Performance Management OpenAlex Paper Su, Huanhuan Ding Apr 16 007 Reinforcement Learning Driven Cost and Performance Optimization in Microsoft Fabric Using Autonomous Agents OpenAlex Paper Manish Yerram, Manideep Kalyanam et al. Apr 8 008 Deep Reinforcement Learning for Dynamic Task Scheduling and Optimization in Multi-Robot Collaborative Sorting Systems OpenAlex Paper Hongwen Liu Mar 20 009 Flexible Job Shop Scheduling via Multi-Attention Network Reinforcement Learning Considering Worker Skill Levels OpenAlex Paper Dongdong Zhou, Xuesong Chen et al. Mar 6 010 Multi-Agent Transfer Learning Based on Evolutionary Algorithms and Dynamic Grid Structures for Industrial Applications OpenAlex Paper Marlon Löppenberg, Steve Yuwono et al. Feb 6 011 Optimization and Learning in Open Multiagent Systems OpenAlex Paper Diego Deplano, Nicola Bastianello et al. Jan 12 012 Design and implementation of a predictive algorithm for collaborative robot programming OpenAlex Paper Łukasz Sobaszek Jan 5 013 The Cuckoo Optimization Algorithm to Resolve a Multi-Skills Inspectors Scheduling Problem OpenAlex Paper Kallel Lobna, Koubaa Mayssa et al. Jan 1 014 Intelligent Algorithm for Automatic Runtime Selection of scheduling algorithm using pattern recognition techniques OpenAlex Paper Salman Khan Dec 24, 2025 015 Policy Real-Time Execution of Reinforcement Learning for Peg-in-Hole Assembly on Resource-Constrained System OpenAlex Paper Xumiao Ma, De Xu Dec 18, 2025 016 Flexible Job Shop Scheduling via DAKF-CrossDAN Based Reinforcement Learning OpenAlex Paper Yi Hu, Zhiqiang Ma et al. Dec 12, 2025 017 Coordinated Industrial Automation with Multi-Agent Reinforcement Learning in AIoT Systems OpenAlex Paper Mfanasibili Ngwenya Dec 10, 2025 018 Gaussian Learning-Based Pareto Evolutionary Algorithm for Parallel Machine Planning in Industrial Silicon Production OpenAlex Paper Jinsi Zhang, Rongjuan Luo et al. Dec 2, 2025 019 Application of the Max-Min Ant System on Flow Shop Scheduling Problems OpenAlex Paper Anita Agárdi Nov 11, 2025 020 Hierarchical Reinforcement Learning with Dynamic Meta Agent for Adaptive Cut Selection in Integer Programming with Applications to Sensor Network Design OpenAlex Paper M Arjun, Fengqi You et al. Oct 27, 2025 021 Collaborative LLM agents for flexible software development of intelligent industrial robot control systems OpenAlex Paper Kezhou Chen, Tao Wang et al. Oct 24, 2025 022 Improving the Dung Beetle Optimizer with Multiple Strategies: An Application to Complex Engineering Problems OpenAlex Paper Wei Lv, Yueshun He et al. Oct 23, 2025 023 The Heterogeneous Multi-Agent Challenge OpenAlex Paper Charles Dansereau, Junior Samuel Lopez Yepez et al. Oct 21, 2025 024 Factory operators' perspectives on cognitive assistants for knowledge sharing: challenges, risks, and impact on work OpenAlex Paper Samuel Kernan Freire, Tianlong He et al. Oct 20, 2025 025 A Deep Reinforcement Learning With Transformer Integration for Directed Acyclic Graph Scheduling in Edge Networks OpenAlex Paper Xifei Song, Jie Feng et al. Oct 15, 2025 026 Multi-Objective Evolutionary Algorithms for Human-Robot Collaborative Scheduling in Energy-Efficient Welding Shop OpenAlex Paper Amel Haddaji, Houssem Eddine Nouri et al. Oct 14, 2025 027 Improving Differential Evolution on the Generalized Numerical Benchmark Generator Problem Set by an Ensemble Heuristic Algorithm OpenAlex Paper S Sánchez, Julian Garcia-Guarin et al. Oct 13, 2025 028 Research on multi-objective optimal scheduling of microgrid group based on improved particle swarm optimization algorithm OpenAlex Paper Chaoyang Ji, Xintao Song Oct 7, 2025 029 Learning Behavior Trees for Automated Guided Vehicles via Genetic and Reinforcement Methods OpenAlex Paper Wenzheng Yang, Yongxin Zhao et al. Sep 29, 2025 030 A co-evolutionary meta-heuristic framework for dynamic constrained optimization problems OpenAlex Paper Gary Pamparà, Andries P. Engelbrecht Sep 23, 2025 031 Evolutionary Multi-Criteria Optimization: Methods and Applications OpenAlex Paper Shi Cheng, Rui Wang Sep 19, 2025 032 Optimizing Energy Efficiency in Multi-Robot Systems through Adaptive Control and AI-Driven Motion Planning OpenAlex Paper Abhijit Tripathy, Isha Pandey Sep 19, 2025 033 Solving the task scheduling and GPU reconfiguration problem on MIG devices via deep reinforcement learning OpenAlex Paper Jorge Villarrubia, Luis Costero et al. Sep 17, 2025 034 Knowledge Engineering for Planning and Scheduling in the LLM Era OpenAlex Paper Mauro Vallati, Roman Barták et al. Sep 16, 2025 035 Toward Co-Working with Autonomous Agents: Rethinking Operations of Automation Systems OpenAlex Paper Martin Kovacs, Johannes Baumgartl et al. Sep 9, 2025 036 A Mathematical Formulation of AGI in the (C, U, V) Framework OpenAlex Paper Di He, Cong Fang et al. Sep 1, 2025 037 An Adaptive Genetic Algorithm with Optimal Recombination for Scheduling Problems with Energy Resource OpenAlex Paper Maxim A. Sakhno Sep 1, 2025 038 Hybrid ant colony optimization algorithm for solving the traveling salesman problem OpenAlex Paper Yimin Xiao, Mingming Zhao Sep 1, 2025 039 IMPLEMENTAÇÃO DE CONTROLADOR ADAPTATIVO FUZZY-PID PARA MELHORIA DE DESEMPENHO DE RECUPERADORAS DE MINÉRIO OpenAlex Paper Darly Furtado Veras, Leandro Martins de Souza Sep 1, 2025 040 Solving dynamic optimization problems with an Improved Imperialis Competition Algorithm OpenAlex Paper M. Moghadam, Samad Nejatian et al. Sep 1, 2025 041 Evaluating Large Language Models for Graphical PLC Programming: A Temperature Control Case Study OpenAlex Paper Łukasz Żukowski, Jakub Możaryn Aug 26, 2025 042 Computational Complexity and Integer Programming Formulation of the Oredango Puzzle OpenAlex Paper Takuma Takahata, Norito Minamikawa et al. Aug 18, 2025 043 Fuzzy logika alkalmazása a gumiiparban OpenAlex Paper Magyari Ferenc Attila, Dineva Adrienn Aug 12, 2025 044 Reinforcement Learning Based Acceptance Criteria for Metaheuristic Algorithms OpenAlex Paper Oğuzhan Ahmet Arık, Gülhan Toğa et al. Aug 8, 2025 045 An Analysis Tool for Push-Sum-Based Distributed Optimization OpenAlex Paper Yixuan Lin, Zeru Zhu et al. Aug 7, 2025 046 Fuzzy logika alkalmazása a gumiiparban OpenAlex Paper Ferencz Attila Magyari, Adrienn Dineva Aug 1, 2025 047 An Improved Wolf Pack Algorithm with Two-Part Encoding Technique for Solving Multiple Traveling Salesman Problem OpenAlex Paper Xiao Zhang, Chu‐ge Wu Jul 28, 2025 048 LA-RCS: LLM-agent-based Robot Control System OpenAlex Paper Taek-Hyun Park, Youngjun Choi et al. Jul 25, 2025 049 Sustainability in Multi-Agent LLM System OpenAlex Paper Pawan Kumar Goel, Satya Prakash Yadav et al. Jul 25, 2025 050 Design, Containerization and Performance of Distributed Evolutionary Computation OpenAlex Paper Jan Zenisek, Florian Bachinger et al. Jul 14, 2025 051 Introducing H-Leading-Ones as a Mixed-Category Benchmark Problem for Evolutionary Algorithms OpenAlex Paper Côme Frappé - - Vialatoux, Pierre Parrend Jul 14, 2025 052 On the Investigation of Evolutionary Multi-Objective Optimization for Discrete Prompt Search OpenAlex Paper Hien H. Mai, Ngoc Hoang Luong Jul 14, 2025 053 Resilience of Evolutionary Algorithms to Aggressive Compilation Optimization OpenAlex Paper Carlos Cotta, Jesús Martínez‐Cruz Jul 14, 2025 054 A Deep Reinforcement Learning Approach to Efficient Distributed Optimization OpenAlex Paper Daokuan Zhu, Tianqi Xu et al. Jul 9, 2025 055 Can a troubleshooting AI assistant improve task performance in industrial contexts? OpenAlex Paper Nils Löwhagen, Philippe Schwendener et al. Jul 9, 2025 056 Adaptive Estimation of the Number of Algorithm Runs in Stochastic Optimization OpenAlex Paper Tome Eftimov, Peter Korošec Jul 8, 2025 057 On the Importance of Reward Design in Reinforcement Learning-based Dynamic Algorithm Configuration: A Case Study on OneMax with (1+(λ,λ))-GA OpenAlex Paper Tai Nguyen, Phong Le et al. Jul 8, 2025 058 Quality Diversity Genetic Programming for Learning Scheduling Heuristics OpenAlex Paper Meng Xu, Frank Neumann et al. Jul 8, 2025 059 Calibration d'un Système Multi-Agent pour l'Optimisation des Prix de Produits Concurrentiels OpenAlex Paper Jarod Vanderlynden, Philippe Mathieu et al. Jul 2, 2025 060 AN ADAPTIVE PATTERN-DRIVEN OPTIMIZATION - TAILOR-INSPIRED METAHEURISTIC FOR SOLVING CONSTRAINED REAL-WORLD OPTIMIZATION PROBLEMS OpenAlex Paper Karthik Chandran, Vishal Sharad Hingmire Jul 1, 2025