Výsledky vyhledávání - multi-objective combinatorial optimization problems and evolution methods*

SadDE: Self-Adaptive discrete Differential Evolution for Combinatorial Optimization Problems.

Autoři: Radhakrishnan, Anisha G., Jeyakumar

Zdroj: International Journal of Intelligent Engineering & Systems; 2025, Vol. 18 Issue 6, p123-145, 23p

Témata: OPTIMIZATION algorithms, GREY Wolf Optimizer algorithm, METAHEURISTIC algorithms, TRAVELING salesman problem, COMBINATORIAL optimization

Multi-Objective Neural Evolutionary Algorithm for Combinatorial Optimization Problems

Autoři: Yinan Shao Jerry Chun-Wei Lin Gautam Srivastava a další

Zdroj: IEEE Transactions on Neural Networks and Learning Systems. 34:2133-2143

Témata: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/34473629
https://ieeexplore.ieee.org/abstract/document/9527391/metrics

A Reinforcement Learning-Assisted Fractional-Order Differential Evolution for Solving Wind Farm Layout Optimization Problems.

Autoři: Wang, Yiliang Yang, Yifei Tao, Sichen a další

Zdroj: Mathematics (2227-7390); Sep2025, Vol. 13 Issue 18, p2935, 34p

Témata: REINFORCEMENT learning, DIFFERENTIAL evolution, RENEWABLE energy sources, TURBINE efficiency, PARTICLE swarm optimization, EVOLUTIONARY algorithms, MATHEMATICAL optimization, COMBINATORIAL optimization

Quantum-Inspired Hyperheuristic Framework for Solving Dynamic Multi-Objective Combinatorial Problems in Disaster Logistics.

Autoři: Danach, Kassem Harb, Hassan Saker, Louai a další

Zdroj: World Electric Vehicle Journal; Jun2025, Vol. 16 Issue 6, p310-N.PAG, 36p

Témata: ARTIFICIAL intelligence, DISASTER relief, COMBINATORIAL optimization, EVOLUTIONARY algorithms, REINFORCEMENT learning

Combinatorial optimization: From deep learning to large language models.

Autoři: Tao, Peng Chen, Luonan

Zdroj: SCIENCE CHINA Mathematics; Oct2025, Vol. 68 Issue 10, p2519-2537, 19p

Multi-Objective Combinatorial Optimization Algorithm Based on Asynchronous Advantage Actor–Critic and Graph Transformer Networks.

Autoři: Jia, Dongbao Cao, Ming Hu, Wenbin a další

Zdroj: Electronics (2079-9292); Oct2024, Vol. 13 Issue 19, p3842, 18p

Témata: REINFORCEMENT learning, DEEP reinforcement learning, OPTIMIZATION algorithms, TRAVELING salesman problem, TRANSFORMER models

A bi-subpopulation coevolutionary immune algorithm for multi-objective combinatorial optimization in multi-UAV task allocation.

Autoři: Chen, Xi Wan, Yu Qi, Jingtao a další

Zdroj: Complex & Intelligent Systems; Feb2025, Vol. 11 Issue 2, p1-19, 19p

Multi-Objective Combinatorial Optimization Problems and Solution Methods

Autoři: Mehdi Toloo Siamak Talatahari Iman Rahimi

Resource Type: eBook.

Témata: Combinatorial optimization

Categories: SCIENCE / Biotechnology, TECHNOLOGY & ENGINEERING / Biomedical

Multi-Objective Evolution of Heuristic Using Large Language Model

Autoři: Yao, Shunyu Liu, Fei Lin, Xi a další

Zdroj: Proceedings of the AAAI Conference on Artificial Intelligence. 39:27144-27152

Témata: FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence

Přístupová URL adresa: http://arxiv.org/abs/2409.16867

A proposed taxonomy for literature review in multi-objective vehicle routing problems.

Autoři: Martin, Iris Wibisono, Eric

Zdroj: AIP Conference Proceedings; 2024, Vol. 2838 Issue 1, p1-8, 8p

Témata: VEHICLE routing problem, COMBINATORIAL optimization, GENETIC algorithms, TAXONOMY

An efficient enhanced exponential distribution optimizer: applications in global, engineering, and combinatorial optimization problems.

Autoři: Emam, Marwa M. Saad, Mohammed R. Younan, Mina a další

Zdroj: Journal of Big Data; 4/13/2025, Vol. 12 Issue 1, p1-55, 55p

Témata: METAHEURISTIC algorithms, QUADRATIC assignment problem, OPTIMIZATION algorithms, GREY Wolf Optimizer algorithm, DISTRIBUTION (Probability theory)

Fidelity-adaptive evolutionary optimization algorithm for 2D irregular cutting and packing problem.

Autoři: Yang, Yizhe Liu, Bingshan Li, Xin a další

Zdroj: Journal of Intelligent Manufacturing; Mar2025, Vol. 36 Issue 3, p1781-1799, 19p

Témata: OPTIMIZATION algorithms, COMPUTATIONAL mathematics, EVOLUTIONARY algorithms, APPLIED mathematics, CUTTING stock problem

A Dynamic and Heterogeneous Representation for Topology Optimization Using Evolutionary Algorithms [Research Frontier].

Autoři: Tian, Ye Zhu, Zhihao Zhao, Xuanyi a další

Zdroj: IEEE Computational Intelligence Magazine; Nov2025, Vol. 20 Issue 4, p71-82, 12p

The Circle Group Heuristic to Improve the Efficiency of the Discrete Bacterial Memetic Evolutionary Algorithm Applied for TSP, TRP, and TSPTW.

Autoři: Ibada, Ali Jawad Tüű-Szabó, Boldizsár Kóczy, László T.

Zdroj: Symmetry (20738994); Oct2025, Vol. 17 Issue 10, p1683, 19p

Témata: COMBINATORIAL optimization, TRAVELING salesman problem, OPTIMIZATION algorithms, MATHEMATICAL optimization, HEURISTIC algorithms

ADVCSO: Adaptive Dynamically Enhanced Variant of Chicken Swarm Optimization for Combinatorial Optimization Problems.

Autoři: Wu, Kunwei Wang, Liangshun Liu, Mingming

Zdroj: Biomimetics (2313-7673); May2025, Vol. 10 Issue 5, p303, 34p

Témata: TRAVELING salesman problem, COMBINATORIAL optimization, KNAPSACK problems, SCIENTIFIC computing, POINT set theory, PARTICLE swarm optimization

A Systematic Review on Reinforcement Learning for Industrial Combinatorial Optimization Problems.

Autoři: Martins, Miguel S. E. Sousa, João M. C. Vieira, Susana

Zdroj: Applied Sciences (2076-3417); Feb2025, Vol. 15 Issue 3, p1211, 36p

Témata: REWARD (Psychology), COMBINATORIAL optimization, WEB databases, SCIENCE databases, MAP design, REINFORCEMENT learning

Surrogate-assisted evolutionary algorithms for expensive combinatorial optimization: a survey.

Autoři: Liu, Shulei Wang, Handing Peng, Wei a další

Zdroj: Complex & Intelligent Systems; Aug2024, Vol. 10 Issue 4, p5933-5949, 17p

Témata: COMBINATORIAL optimization, EVOLUTIONARY algorithms, EVOLUTIONARY computation, LEARNING strategies, RESEARCH & development

Multi-objective Evolution of Heuristic Using Large Language Model

Autoři: Yao, Shunyu Liu, Fei Lin, Xi a další

Témata: Computer Science - Artificial Intelligence, text

URL: http://arxiv.org/abs/2409.16867

Performance Assessment of Three Swarm Intelligence Algorithms in Combinatorial Problem.

Autoři: Raheem, Khamael Raqim Shabat, Hafedh Ali

Zdroj: Ingénierie des Systèmes d'Information; Dec2024, Vol. 29 Issue 6, p2161-2167, 7p

Témata: ANT algorithms, OPTIMIZATION algorithms, COMBINATORIAL optimization, TRAVELING salesman problem, MATHEMATICAL optimization, BEES algorithm, METAHEURISTIC algorithms

Modeling and Solving the Knapsack Problem with a Multi-Objective Equilibrium Optimizer Algorithm Based on Weighted Congestion Distance.

Autoři: Wang, Ziqian Huang, Xin Zhang, Yan a další

Zdroj: Mathematics (2227-7390); Nov2024, Vol. 12 Issue 22, p3538, 19p

Témata: SWARM intelligence, PROBLEM solving, KNAPSACK problems, BACKPACKS, ALGORITHMS, DECISION making