Algorithms in Monte-Carlo Simulation
A special issue of Algorithms (ISSN 1999-4893).
Deadline for manuscript submissions: closed (30 September 2021) | Viewed by 529
Special Issue Editor
Interests: heuristics and metaheuristics; lean management; machine and deep learning; production planning and control; process modeling and optimization; simulation modeling
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
We invite you to submit your latest research in the area of discrete event simulation to this Special Issue, “Algorithms in Monte Carlo simulation”. Discrete event simulation has long been an important research topic, and now that we are entering the Industry 4.0 era, simulation is spreading in all fields of operation management and it is becoming a standard tool at the industrial level too. What is still missing is the ability to take advantage of the developed simulative models as an effective way to get a clear competitive edge. In this regard, we are looking for new and innovative approaches to integrate optimization algorithms with simulation tools, as a way to improve process management and to boost operating performance. Algorithms based on machine and deep learning techniques are particularly suitable for the Special Issue, but more traditional solutions based on heuristics and metaheuristics are welcomed as well. Potential areas include, but are not limited to, performance analysis and improvement (in all fields of operation management), the simulation of complex supply chain networks and simulation as the building layer of a cyber physical system and dynamic scheduling. Applications in services and in emerging applications such as energy saving, risk management and healthcare are also encouraged.
Dr. Francesco Zammori
Guest Editor
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Algorithms is an international peer-reviewed open access monthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1600 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Keywords
- Artificial intelligence
- Complex network
- Cyber physical systems
- Discrete event simulation
- Dynamic scheduling
- Heuristics
- Industry 4.0
- Maintenance management
- Metaheuristics
- Optimization algorithms
- Performance analysis
- Production planning and control
- Push–pull hybrid production systems
- Reinforced learning
- Supply chain management
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