
Optimization, Learning Algorithms and Applications
Description
Alles über E-Books | Antworten auf Fragen rund um E-Books, Kopierschutz und Dateiformate finden Sie in unserem Info- & Hilfebereich.
The two-volume set CCIS 2617 and 2618 constitutes the refereed post-conference proceedings of the 5th International Conference on Optimization, Learning Algorithms and Applications, OL2A 2025, held in Sesti Levante, Italy, during April 28-30, 2025.
The 38 revised full papers presented in these proceedings were carefully reviewed and selected from 92 submissions. The papers are organized in the following topical sections:
Part I: Optimization; Optimization in Control Systems Design; Artificial Intelligence in Healthcare and Medicine; and Deep Learning.
Part II: Optimization in the SDG context; Machine Learning; and Machine Learning and Artificial Intelligence in Robotics.
More details
Other editions
Additional editions

Content
.- Optimization .
.- On the impact of message brokers implementations in the choreography of microservices.
.- Integrating Aging-Awareness into Price-Optimized PV-Battery Controllers Using Stochastic Dynamic Programming.
.- Intelligent Inventory Rotation and Revenue Optimization Using Integer Linear Programming: A Coffee Shop Case Study.
.- Optimizing E-Learning with MoodleCloud: A Framework for Individualized Learning Paths.
.- Decision support system for scheduling vehicle maintenance and repair activities in an automotive repair shop.
.- Optimization in Control Systems Design .
.- An OpenModelica package for BELBIC.
.- Performance Benchmarking of OR-Tools Methods for Capacitated Vehicle Routing Problems with Time Windows.
.- The Impact of Data Representation on Predicting Aircraft Component Removals.
.- Risk-Aware Optimal Camera Placement for Forest Fire Detection and Monitoring.
.- Shadow Dexterous Hand: Kinematic Retargeting Algorithms Comparison.
.- Improved Performance of Stochastic Gradients with Gaussian Smoothing.
.- Artificial Intelligence in Healthcare and Medicine .
.- Schizophrenia Diagnosis Support with Spectral and Cepstral Features of Speech.
.- Influence of Habits and Comorbidities on Liver Disease.
.- Interconnection Between Lifestyle, Health, and Academic Outcomes: an Analysis on Study Habits and Well-being.
.- Classification of Breast Cancer Subtypes Using Machine and Deep Learning on Gene Expression Data with Hyperparameter Optimization.
.- Forecasting COVID-19 in European Countries Using Long Short-Term Memory.
.- A classifier based on neural network and differential evolution algorithm for hepatitis prediction.
System requirements
File format: PDF
Copy protection: Watermark-DRM (Digital Rights Management)
System requirements:
- Computer (Windows; MacOS X; Linux): Use the free software Adobe Reader, Adobe Digital Editions, or any other PDF viewer of your choice (see eBook Help).
- Tablet/Smartphone (Android; iOS): Install the free app Adobe Digital Editions or another reading app for eBooks, e.g., PocketBook (see eBook Help).
- E-reader: Bookeen, Kobo, Pocketbook, Sony, Tolino and many more (only limited: Kindle).
The file format PDF always displays a book page identically on any hardware. This makes PDF suitable for complex layouts such as those used in textbooks and reference books (images, tables, columns, footnotes). Unfortunately, on the small screens of e-readers or smartphones, PDFs are rather annoying, requiring too much scrolling.
This eBook uses Watermark-DRM, a „soft” copy protection. This means that there are no technical restrictions to prevent illegal distribution. However, there is a personalised watermark embedded in the eBook that can be used to identify the purchaser of the eBook in the event of misuse and to provide evidence for legal purposes.
For more information, see our eBook Help page.