Search Results - constraint-based (constructive OR construct) heuristic algorithms

An Actor–Critic-Based Hyper-Heuristic Autonomous Task Planning Algorithm for Supporting Spacecraft Adaptive Space Scientific Exploration.

Authors: Zhang, Junwei Lyu, Liangqing

Source: Aerospace (MDPI Publishing); May2025, Vol. 12 Issue 5, p379, 43p

Subject Terms: OPTIMIZATION algorithms, SPACE exploration, SPACE environment, MACHINE learning, REINFORCEMENT learning

Decision Support System to Solve Single-Container Loading Problem Considering Practical Constraints.

Authors: Romero-Olarte, Natalia Amézquita-Ortiz, Santiago Escobar, John Willmer et al.

Source: Mathematics (2227-7390); May2025, Vol. 13 Issue 10, p1668, 22p

Subject Terms: DECISION support systems, HEURISTIC algorithms, STATISTICAL decision making, HEURISTIC, STATISTICS

A Memetic and Reflective Evolution Framework for Automatic Heuristic Design Using Large Language Models.

Authors: Qi, Fubo Wang, Tianyu Zheng, Ruixiang et al.

Source: Applied Sciences (2076-3417); Aug2025, Vol. 15 Issue 15, p8735, 26p

Subject Terms: HEURISTIC, LANGUAGE models, HEURISTIC algorithms, METAHEURISTIC algorithms, MATHEMATICAL optimization, HEURISTIC programming

Improved dual-population genetic algorithm to solve human–robot collaborative assembly line balancing problem.

Authors: Cai, Jiahong Xue, Haoyun Zheng, Chengye et al.

Source: International Journal of Production Research; Sep2025, Vol. 63 Issue 17, p6452-6474, 23p

Subject Terms: ASSEMBLY line balancing, GENETIC algorithms, OPTIMIZATION algorithms, ECONOMIC efficiency, HUMAN-robot interaction, MECHANICAL efficiency, PRODUCTION scheduling

A variable neighborhood search and mixed-integer programming models for a distributed maintenance service network scheduling problem.

Authors: Liao, Baoyu Lu, Shaojun Jiang, Tao et al.

Source: International Journal of Production Research; Oct2024, Vol. 62 Issue 20, p7466-7485, 20p

Subject Terms: METAHEURISTIC algorithms, SHIP maintenance, MATHEMATICAL programming, HEURISTIC algorithms, NP-hard problems

Large-scale energy-conscious bi-objective single-machine batch scheduling under time-of-use electricity tariffs via effective iterative heuristics

Authors: Junheng Cheng Feng Chu Peng Wu et al.

Contributors: Junheng Cheng Feng Chu Peng Wu et al.

Source: Annals of Operations Research. 296:471-494

Subject Terms: Time-of-use (TOU), 0211 other engineering and technologies, ϵ-constraint-based constructive heuristic algorithms, 02 engineering and technology, Bi-objective optimization, 7. Clean energy, [INFO.INFO-RO] Computer Science [cs]/Operations Research [math.OC], Energy-conscious batch scheduling

Access URL: https://link.springer.com/article/10.1007/s10479-019-03494-7
https://hal.archives-ouvertes.fr/hal-02424362
https://tel.archives-ouvertes.fr/IBISC/hal-02424362

RESEARCH ON VEHICLE ROUTING PROBLEM WITH TIME WINDOW BASED ON IMPROVED GENETIC ALGORITHM.

Authors: XU LI ZHENGYAN LIU YAN ZHANG

Source: Scalable Computing: Practice & Experience; Jan2025, Vol. 26 Issue 1, p123-135, 13p

Subject Terms: HEURISTIC algorithms, MATHEMATICAL models, PROBLEM solving, ALGORITHMS, CHROMOSOMES

Optimizing container relocation operations by using deep reinforcement learning.

Authors: Yan, Qiyao Song, Rui Kim, Kap-Hwan et al.

Source: Maritime Policy & Management; Dec2025, Vol. 52 Issue 8, p1288-1310, 23p

Subject Terms: REINFORCEMENT learning, OPTIMIZATION algorithms, UNITIZED cargo systems, MATHEMATICAL optimization, HEURISTIC, DECISION making, CONTAINERIZATION

An Efficient Task Scheduling Framework for Large-Scale 3D Reconstruction in Multi-UAV Edge-Intelligence Systems †.

Authors: Xia, Yu Xu, Xueyong Xu, Yuhang et al.

Source: Symmetry (20738994); Oct2025, Vol. 17 Issue 10, p1758, 26p

Subject Terms: SCHEDULING, LOAD balancing (Computer networks), ENERGY consumption, HEURISTIC algorithms, THREE-dimensional imaging, VEHICLE routing problem, DRONE aircraft control systems, EDGE computing

An Interval Integrated Optimization to Air‐Cargo Hub Network Design and Airline Fleet Planning.

Authors: Wang, Yu Zhu, Tao Yuan, Kaibo et al.

Source: Journal of Advanced Transportation; 11/21/2024, Vol. 2024, p1-26, 26p

Subject Terms: HEURISTIC algorithms, TRANSPORTATION planning, GENETIC algorithms, OPERATING costs, CONSTRUCTION costs, NETWORK hubs

EQUITY-ORIENTED TWO-ECHELON VEHICLE ROUTING PROBLEM: A THREE-PHASE HEURISTIC ALGORITHM.

Authors: Shuling Xu Yue Chen Zeyu Teng et al.

Source: International Journal of Industrial Engineering; 2025, Vol. 32 Issue 3, p564-579, 16p

Subject Terms: MIXED integer linear programming, VEHICLE routing problem, LINEAR programming, HEURISTIC algorithms, HEURISTIC programming

A Genetic Algorithm for Forest Logging Trucks Routing and Scheduling Problem.

Authors: Deng, Weijie Feng, Xin

Source: Forests (19994907); Sep2025, Vol. 16 Issue 9, p1440, 19p

Subject Terms: GENETIC algorithms, SCHEDULING, MATHEMATICAL optimization, SUSTAINABLE forestry, LOGGING, HEURISTIC algorithms, ROUTING systems, SIMULATION methods & models

UAVRM-A*: A Complex Network and 3D Radio Map-Based Algorithm for Optimizing Cellular-Connected UAV Path Planning.

Authors: Chai, Yanming Wang, Yapeng Yang, Xu et al.

Source: Sensors (14248220); Jul2025, Vol. 25 Issue 13, p4052, 23p

Subject Terms: ROBOTIC path planning, OBSTACLE avoidance (Robotics), HEURISTIC algorithms, NETWORK theory (Statistical physics), AUTONOMOUS robots, WIRELESS communications, DRONE aircraft

Research on Green Vehicle Path Planning of AGVs with Simultaneous Pickup and Delivery in Intelligent Workshop.

Authors: Zheng, Xiaojun Gao, Feng Tong, Xiaoying

Source: Symmetry (20738994); Aug2023, Vol. 15 Issue 8, p1505, 29p

Subject Terms: VEHICLE routing problem, AUTOMATED guided vehicle systems, DIFFERENTIAL evolution, HEURISTIC algorithms, ENERGY consumption

Bayesian network structure learning by opposition-based learning.

Authors: Sun, Baodan Zhang, Xinyi Jiang, Junhui et al.

Source: Scientific Reports; 5/27/2025, Vol. 15 Issue 1, p1-14, 14p

Subject Terms: MACHINE learning, PARTICLE swarm optimization, ARTIFICIAL intelligence, BAYESIAN analysis, HEURISTIC algorithms, DIFFERENTIAL evolution

Multi-Objective Optimization Method for Power Transformer Design Based on Surrogate Modeling and Hybrid Heuristic Algorithm.

Authors: Shi, Baidi Xiao, Wei Zhang, Liangxian et al.

Source: Electronics (2079-9292); Mar2025, Vol. 14 Issue 6, p1198, 28p

Subject Terms: ENSEMBLE learning, EXTREME learning machines, MULTI-objective optimization, OPTIMIZATION algorithms, HEURISTIC algorithms, PARTICLE swarm optimization

A genetic algorithm for fuzzy identical parallel machine scheduling of minimising total weighted tardiness under resource constraint.

Authors: Li, Kai Xu, Liping Zhang, Han et al.

Source: International Journal of Production Research; Nov2024, Vol. 62 Issue 21, p7619-7643, 25p

Subject Terms: METAHEURISTIC algorithms, FUZZY algorithms, PRODUCTION scheduling, SEARCH algorithms, GENETIC algorithms

Constructing modified variable neighborhood search approaches to solve a nurse scheduling problem.

Authors: Chen, Ping-Shun Huang, Wen-Tso Chen, Gary Yu-Hsin et al.

Source: International Journal of Production Research; Oct2024, Vol. 62 Issue 19, p7186-7204, 19p

Subject Terms: HOSPITAL medical staff, METAHEURISTIC algorithms, MEDICAL personnel, PUBLIC hospitals, MEDICAL appointments

Fusion of cluster analysis and differential particle swarm optimisation for multi-UAV task assignment on power transmission line.

Authors: Jiang, Hao Lin, Sicheng Chen, Jing et al.

Source: Engineering Computations; 2025, Vol. 42 Issue 4, p1447-1470, 24p

Subject Terms: PARTICLE swarm optimization, ELECTRIC lines, HEURISTIC algorithms, DIFFERENTIAL evolution, CLUSTER analysis (Statistics)

Service coverage optimization for facility location: considering line-of-sight coverage in continuous demand space.

Authors: Ma, Xiaoya Zhang, Xiaoyu Zhao, Xiang

Source: International Journal of Geographical Information Science; Jul2023, Vol. 37 Issue 7, p1496-1519, 24p

Subject Terms: HEURISTIC algorithms, COMPUTATIONAL geometry, SMART cities, MUNICIPAL services, SEARCH algorithms, CONSTRAINED optimization