• Feb 07, 2023 News!IJMO will adopt Article-by-Article Work Flow   [Click]
  • Dec 12, 2024 News!IJMO Vol. 14, No. 4 has been published with online version.   [Click]
  • Sep 25, 2024 News!IJMO Vol. 14, No. 3 has been published with online version.   [Click]
General Information
Editor-in-Chief
Prof. Adrian Olaru
University Politehnica of Bucharest, Romania
I'm happy to take on the position of Editor-in-Chief of IJMO. It's a journal that shows promise of becoming a recognized journal in the area of modelling and optimization. I'll work together with the editors to help it progress.

Aims and Scope

IJMO is an open access journal which focus on publishing original and peer reviewed research papers on all aspects of modeling and optimization. And the topics include but not limited to:


1. Complex system modeling and optimization
 
Mathematical modeling and simulation
Computational intelligence and machine learning models
Statistical modeling and data analysis
Multi-scale/multi-physics modeling
Agency model and reduced-order modeling
Modeling and stability analysis of nonlinear/random systems
Multi-objective optimization and constraint modeling

2. Optimization theory and algorithms
 
Linear/nonlinear programming
Random optimization and robust optimization
Combinatorial optimization and heuristic algorithms (such as genetic algorithms, ant colony algorithms, simulated annealing)
Convex optimization and non-convex optimization
Distributed optimization and parallel computing
Parameter optimization based on neural networks
AI and optimization algorithm fusion
Neural architecture search
Quantum computing and optimization

3. Data-driven modeling and optimization
 
Algorithm design and performance optimization
Information network and performance optimization (routing, resource allocation)
Data model and structure optimization
Optimization driven by artificial intelligence (such as deep learning and reinforcement learning)

4. Interdisciplinary modeling and optimization
 
Generative AI-assisted modeling
Biomedical modeling and optimization (drug design, medical resource scheduling)
Environmental and climate models
Economic and financial models (portfolio optimization, risk assessment)
Transportation and logistics system optimization
Robot perception and control model
Carbon emission and energy trading model
Natural disaster prediction model and parameter optimization

5. Modeling and optimization in the integration of emerging technologies
 
Quantum computing optimization
Digital Twin technology
Real-time optimization in the Internet of Things (IoT) system
3D modeling and real-time rendering optimization of virtual scenes
Interactive path optimization in AR games
Robot path perception and optimization algorithm
Federated learning and privacy protection of decentralized AI models
Human-machine collaborative optimization

6. Application of modeling and optimization in emerging fields
 
Intelligent manufacturing parameter optimization and process modeling
Manufacturing system optimization (supply chain, production scheduling)
Energy system modeling and optimization (power grid, renewable energy)
Mechanical and structural design optimization
Chemical process modeling and optimization
Traffic light control and optimization
Supply chain resilience modeling and inventory optimization
Logistics and transportation and path optimization

Copyright © 2008-2025. International Journal of Modeling and Optimization. All rights reserved.
E-mail: editor@ijmo.org