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ORCIDEvolutionary Intelligence, Volume 19
Volume 19, Number 1, February 2026
- Zakaria Bouhanch
, Karim El Moutaouakil, Abdessamad Tridane, Ahmed Laatabi, Ghassane Benrhmach:
From agent-based models to Takagi-Sugeno linear differential equations (TS-LDEs): a fuzzy-logic bridge between discrete and continuous dynamics. 1 - Wulfran Fendzi Mbasso, Ambe Harrison, Idriss Dagal, Pradeep Jangir, Raman Kumar, Zhe Liu:
Fractional calculus-inspired metaheuristic algorithm for solving high-dimensional constrained optimization problems. 2 - Muhammad Nor Azzafri Nor-Azman, Usman Ullah Sheikh, Mohammed Sultan Mohammed, Jeevan Sirkunan, Muhammad Nadzir Marsono:
Bufferless network traffic classification using reinforcement learning-based joint pruning-quantization. 3 - Mahendra Prasad, Mohana Krishna Arepalli, Penubotu V. Narasimha Nehal Varma, Godavarthi Maheswara Pradeep, Chivukula Krishna Vamsi:
Probrank: a feature probability estimation-based framework for feature selection and ranking. 4 - Shilin Yu, Zihan Li, Songtao Hu, Yuantao Song:
Reactivable ripple spreading algorithm for solving post-flood disaster inspection routing problem. 5 - S. Abhay Sastha, Manish Mahato, Sarada Mohapatra, Subhabrata Rath, Prabhujit Mohapatra:
A hybrid whale-ant lion optimization algorithm with random opposition-based strategy for multilevel image thresholding. 6 - Carlos Antonio Marino:
Improving adaptive large neighborhood search: an evaluation of parallel approaches with deep learning integration. 7 - Shubham Gupta, Yi Zhang, Rong Su, Shitu Singh:
Development of metaheuristic algorithm-based approach for solving multi-bus dispatching and boarding management problem. 8 - Hana Derouiche, Maha Elarbi, Slim Bechikh:
A decuple crossover scheme in genetic algorithms: a step toward deep evolution. 9 - Jawad Ali:
Multi-criteria decision-analysis with SWARA and Aczel-Alsina aggregation for (m, n)-cubic quasi-rung orthopair fuzzy sets. 10 - Zulfikar Ali Ansari, Md Shamsul Haque Ansari, Ahmed Khan, Hemlata Pant, Sheikh Fahad, P. Venkata Hari Prasad:
Explainable breast cancer diagnosis: integrating genetic algorithms with LIME-based machine learning. 11 - Tarun Kumar, Apu Kumar Saha, Mukesh Kumar Sharma:
Genetic type-2 fuzzy local search (GT2FLS) optimization algorithm in multiobjective transportation models. 12 - Nhung Trinh, Mai Nguyen, Dinh-Thi Ngo:
Evolution and impact of AI in knowledge sharing: insights from a bibliometric analysis. 13 - Ghulam Mustafa, Muhammad Saeed Khattak, Sidra Ishfaq, Muhammad Tanvir Afzal, Qamar Mahmood, Yasir Noman Khalid:
Interpretable genetic programming with SHAP-guided multi-objective optimization for scientific impact modeling. 14 - Vu Hong Son Pham, Van Nam Nguyen, Nghiep Trinh Nguyen Dang:
Enhanced IMFOM framework for multi-objective CVRP: a time-cost-CO2 emission trade-off. 15 - Cunyan Liu, Junhua Liu, Wei Zhang, Qingda Chen, Meng Wang, Mengnan Tian:
Intensity-driven evolutionary optimization with dual prediction and adaptive stepwise response for dynamic multi-objective problems. 16 - Anish Sarkar, Utpal Nandi, Santanu Koley, Chiranjit Changdar, Bachchu Paul, Partha Chowdhuri, Pabitra Pal:
Deep learning based hyperspectral band selection using position-sensitive axial attention mechanism. 17 - Alaa Hassan, Reda Mohamed, Mohamed Abdel-Basset, Mohamed Abouhawwash:
A weighted voting-based ensemble classifier based on manta ray foraging optimizer for cyberattack detection in IoT environments: a comparative study. 18 - Peyman Arebi, Sina Keshvadi:
TACO-BPNN: a hybrid ant colony optimization and backpropagation neural network approach for efficient controllability of temporal networks. 19 - R. Rakshitha, S. Srinath, N. Vinay Kumar, S. Rashmi, B. V. Poornima:
An enhanced approach to road damage classification with deep feature extraction and class-specific clustering. 20 - Eslam Mohamed Ahmed, Andrew Amgad, Ahmed Ragab:
Adaptive hybrid differential evolution with local search: a robust global optimization approach. 21 - Shuqin Zhao, Baozhong Cui, Linzhong Liu, Ping Zhao, Yuru Zhao:
Emission trading permits pricing and path planning of urban transportation network based on emission trading scheme. 22 - Elijah M. Maseno, Yanxia Sun, Zenghui Wang:
GA-optimized deep learning intrusion detection framework with LIME explainability for IoT networks. 23 - Yi Wang, Yong Liu, Liang Ma:
A multi-objective variable-speed flexible job-shop scheduling model and enhanced NSGA-II algorithm considering carbon policies. 24 - Nawab Ali, Saleem Abdullah, Shakoor Muhammad, Hameed Gul Ahmadzai:
Linguistic pq-rung orthopair neural network approach for optimal S-Box selection in image encryption. 25 - R. Janarthanan, Tribhuvan Singh, Subrat Kumar Nayak, Debahuti Mishra:
African vultures optimization algorithm for efficient data clustering. 26 - Gaurav Parashar, Alka Chaudhary, Dilkeshwar Pandey:
Quantifying overall agreement between explanation methods to address the disagreement problem. 27 - Ratheesh Raju, T. M. Thasleema:
Ensemble-based Deep Feature Extraction using Pre-trained CNNs for Black Pepper Leaf Disease and Nutrient Deficiency Detection and Classification: BPLDNDNet. 28 - T. Dharma Raj, C. Kumar, P. L. Somasundaram, Hady H. Fayek:
A review on energy management systems in battery electric vehicles. 29 - Karuna Panwar:
Comparative analysis of enhanced metaheuristics for the colored traveling salesman problem. 30 - A. M. Mohiuddin, Jagdish Chand Bansal:
Correction: Bayesian estimation based linear prediction evolution algorithm for optimization. 31
Volume 19, Number 2, April 2026
- Oscar Barba-Toscano, Erik Cuevas, Héctor Escobar-Cuevas, Mario Vásquez, Nahum Aguirre:
Application of the golden section and the Latin hypercube sampling on metaheuristics: A new population initialization approach. 32 - Mehdi Golpayegani, Jafar Fathali, Haleh Moradi:
Bi-objective location of a semi-desirable line facility and evolutionary solution algorithms. 33 - Tram Thi Hoai Vo, Pai-Chou Wang, Tien-Thinh Nguyen:
Portfolio optimization in stock investment. 34 - Dharmendra Kumar:
ETPNav: robust vision-language navigation via online topological mapping. 35 - Sukanta Ghosh, Vinod Kumar Shukla, Amar Singh, Jayanta Chanda:
Enhancing resnet-50 for PlantCLEF classification with a string theory-inspired hyperparameter search. 36 - Meifeng Shi, Hongqiu Liu, Hongwei Zhang:
Lungfish optimizer: a novel metaheuristic algorithm for global optimization and engineering design problems. 37 - Sanyi Li, Wenjie Hou, Peng Liu, Weichao Yue, Qian Wang:
Adaptive hybrid response prediction for dynamic multi-objective optimization. 38 - Sajad Ahmad Rather, Partha Pratim Roy:
Lévy flight and chaos-enhanced gravitational search algorithm with U-Net++ for multi-threshold brain MRI segmentation. 39 - Chunxun Xia, Mengyi Yin:
Quantum-Aware particle swarm optimization for cold chain logistics path planning under time-varying temperature constraints. 40 - Marco Baioletti, Angelo Oddi, Riccardo Rasconi:
A Divide-et-Impera approach for compiling large quantum circuits via ant colony optimization. 41 - Nadikatla Chandrasekhar, Samineni Peddakrishna, Sreedhar Kollem:
Enhancing performance evaluation and ensemble methodology for early detection of heart disease with SHAP analysis. 42 - Madhavi, Dileep Kumar Yadav, Thipendra P. Singh:
CapsNet-XAI: exploring the fusion of capsule networks and XAI for transparent leaf disease identification & classification. 43 - Haitao Yu, Lidong Liang, Yongjun Zhu, Wenqiang Diao, Gongwen Li:
Energy consumption and trajectory smoothness co-optimization for automated guided vehicle path planning in industrial logistics. 44 - P. Kamaraja Pandian, R. Chithambaramani, M. Sujaritha, C. Gnanaprakasam, P. Rama Mohan, S. Gopalakrishnan:
Smart detection of autism spectrum disorder using optimized deep learner for transforming early diagnosis and intervention. 45 - Esmat Ghasemi Saghand, Susana K. Lai-Yuen:
Training-free multi-objective evolutionary search for efficient spiking neural networks. 46 - Faraj Chishti, Geetanjali Rathee:
Secure-IoT: an optimized ensemble feature selection framework for enhanced network security in IoT systems. 47 - Youyu Liu, Xiangxiang Zhou, Jianwen Zhang, Zhouyi Gu, Qiang Wang:
Layer-by-layer unstructured pruning rate optimization based on improved sparrow search algorithm. 48 - Muhammad Awais, Muhammad Sajjad, Faisal Mehmood, Muhammad Mukhtar Qureshi:
A novel three-way decision-making framework based on fractional double hierarchy linguistic term sets. 49 - Rixing Zhu, Xinyu Wang, Huanfeng Liu, Yunze Wang:
Enhanced PolyLaneNet: a robust lane detection model with geometric prior embedding and curvature-aware learning. 50 - Dilpreet Singh:
Deep Q-Learning framework for adaptive drug release control in smart nanoparticles: a computational study. 51 - Chongke Wang:
Deep neural network-based multi-source heterogeneous data fusion and shared computing model in wireless networks. 52 - Polavarapu Bhagya Lakshmi, V. Dinesh Reddy, Mahesh Kumar Morampudi, Ashu Abdul:
Explainable AI for autism spectrum disorder detection in children using facial images: a multi-scale feature extraction and transfer learning approach. 53 - Muammer Dogru, Oguz Emrah Turgut:
Machine learning-enhanced metaheuristic framework for the thermo-economic design of shell and tube heat exchangers considering the influences of varying in-tube refrigerants. 54 - Wang Yun:
Educational achievement-guided group teaching optimization algorithm for robust multi-hop routing in wireless sensor networks. 55 - Guang He, Xiao-li Lu:
Quantum-behaved particle swarm optimizer driven by hybrid strategy and its applications in engineering optimization. 56 - Jayashree Piri, Himanshu Sekhar Panigrahi, Raghunath Dey, Andreas Kanavos, Vassilis C. Gerogiannis, Biswaranjan Acharya:
Mocoa-fs: a multi-objective feature selection approach for genetic cancer classification using microarray data. 57 - Neha Varshney, Vasantha Lakshmi Chellapilla, Prem Prakash Vuppuluri, Patvardhan Chellapilla:
A fast novel heuristic and machine learning-assisted hybrid metaheurics for the Euclidean leaf-constrained minimum spanning tree problem. 58 - Lin Jiang, Jiao Li, Jing Tan, Jinyong Ying:
An improved particle swarm algorithm and its application in UAV path planning. 59 - César Primero-Huerta, Eddy Sánchez-DelaCruz:
Machine learning tools in the 21st century: a historical review. 60 - Zhaomin Zhang, Shiguan Liao:
Fast and accurate adjustment method for loading plan based on on-time arrival constraints of port logistics transportation. 61 - C. M. Rohith, S. Sachin Kumar, U. Rajendra Acharya, Neethu Mohan:
An accurate data-driven multi-horizon short-term electric load prediction using HODMD. 62 - Dingcai Shen, Di Wang, Min Wang, Baolei Li:
Particle swarm optimization with hierarchical nearest better clustering for multimodal optimization problems. 63 - Li Tian, Changyu Cai, Zhichao Li, Xuefeng Yan:
Adaptive multi-objective differential evolution algorithm driven by knowledge of superior-inferior subpopulations with application to sodium gluconate process. 64 - Kazuki Takemi, Takuto Sakuma, Shohei Kato:
An enhanced multi-stage evolution strategy for large size magic square generation and extension to magic rectangles. 65 - Glender Brás, Flávio V. C. Martins, Elizabeth F. Wanner, Alisson Marques Silva:
Incremental evolutionary neuro-fuzzy system with dynamic population and diversity control. 66
Volume 19, Number 3, June 2026
- Nguyen Ngoc Dang Duy, Nguyen Thanh Hung, Kien Trung Nguyen:
A raw material model with parallel barriers: comparing global optimization approach and metaheuristics. 67 - S. N. Suber Bathusha, Ganesh Ghorai:
On Zagreb index energy of dominating interval-valued complex Q-rung orthopair fuzzy dombi graph with application. 68 - Anirban Bose, Arindam Mondal, Chandan Das:
Reduced order modeling of commensurate fractional order systems using Arnoldi-Krylov subspace optimization technique. 69 - Nisha Kumari, Bishnu Mohan Jha, Sandip Gupta, Prakash Kumar, Kaushik Paul:
Optimal power flow in power system using walrus optimization algorithm. 70 - G. Thippa Reddy, M. Praveen Kumar Reddy, Kuruva Lakshmanna, Dharmendra Singh Rajput, Rajesh Kaluri, Gautam Srivastava:
Retraction Note: Hybrid genetic algorithm and a fuzzy logic classifier for heart disease diagnosis. 71 - Jidong Zhang, Liye Peng:
Enhanced harmony search with one-stage decision mechanism for energy-efficient coverage optimization in wireless sensor networks. 72 - Rizwan Gul, Mehwish Sarfraz, Zara Nasir:
Schweizer-Sklar intuitionistic fuzzy rough prioritized aggregation operators for multi-attribute decision-making. 73 - Samaneh Soradi-Zeid, Mehdi Allahdadi, Tahereh Shokouhi:
Optimality conditions and numerical methods for optimal control problems with interval uncertainty. 74 - Furqan Yaqub Khan, Tawseef Ayoub Shaikh:
Head optimizer: Heun's enhanced adaptive descent. 75 - Haoyuan Wang, Robert Nicholas Stephens, Ping Zhang, Donglin Wang:
Beyond prediction: integrating machine learning and structural modeling to explain student performance. 76 - Wulfran Fendzi Mbasso, Ambe Harrison, Zhe Liu, Zokir Mamadiyarov, Saad F. Al-Gahtani, Zakaria M. Salem Elbarbary:
How do metaheuristics exploit? A particle-level behavioral study across the CEC 2025 benchmark functions. 77
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