Evolutionary Multi-Criterion Optimization: 12th International Conference, EMO 2023, Leiden, The Netherlands, March 20-24, 2023, Proceedings

The 12th International Conference on Evolutionary Multi-Criterion Optimization, EMO 2022, held in Leiden, The Netherlands, had 44 regular papers, divided into topical sections such as algorithm design, machine learning, benchmarking, and applications.

Format: Paperback / softback
Length: 636 pages
Publication date: 21 February 2023
Publisher: Springer International Publishing AG

The 12th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2022) was held in Leiden, The Netherlands, from March 20 to 24, 2023. This conference brought together experts from around the world to discuss the latest advancements in evolutionary multi-criterion optimization (EMO).

The conference featured a total of 44 regular papers, which were carefully reviewed and selected from 65 submissions. These papers were organized into seven topical sections:

Algorithm Design and Engineering: This section covered topics such as algorithm design, optimization algorithms, and their applications in various fields.

Machine Learning and Multi-criterion Optimization: This section explored the use of machine learning techniques for multi-criterion optimization problems, including supervised learning, unsupervised learning, and reinforcement learning.

Benchmarking and Performance Assessment: This section focused on evaluating the performance of different EMO algorithms and methodologies using benchmark problems and real-world datasets.

Indicator Design and Complexity Analysis: This section dealt with the design and analysis of indicators for multi-criterion optimization problems, including statistical indicators, entropy-based indicators, and hybrid indicators.

Applications in Real World Domains: This section showcased the application of EMO in various real-world domains, such as engineering, finance, healthcare, and transportation.

Multi-Criteria Decision Making and Interactive Algorithms: This section explored the use of multi-criteria decision making (MCDM) techniques and interactive algorithms for solving complex optimization problems.

Overall, EMO 2022 was a successful event that provided a platform for researchers and practitioners to exchange ideas, share their research findings, and collaborate on developing new solutions to complex optimization problems.

The conference proceedings will be valuable for researchers, practitioners, and students interested in evolutionary multi-criterion optimization, machine learning, and their applications in various fields.

Weight: 991g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031272493
Edition number: 1st ed. 2023