International Workshop on Big Optimization 2025

Christian Blum, Claudia Cavallaro, Carolina Crespi, El-Ghazali Talbi (Herausgeber)

Buch | Hardcover

X, 390 Seiten

2026
Springer International Publishing (Verlag)
978-3-032-15454-5 (ISBN)

Noch nicht erschienen - erscheint am 01.02.2026
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This volume explores innovative approaches to large-scale and high-dimensional optimization in the age of artificial intelligence, fostering collaboration between researchers and practitioners across disciplines. It emphasizes heuristic, metaheuristic, and hybrid strategies to address complex, data-intensive problems. The International Workshop on Big Optimization (WBO 2025) was held from July 31 to August 1, 2025, at the Department of Mathematics and Computer Science of the University of Catania, Italy. The book includes selected peer-reviewed papers of WBO 2025 covering topics such as combinatorial optimization, reinforcement learning, and AI-assisted decision-making, highlighting advances in intelligent and data-driven optimization. It is intended for researchers, professionals, and graduate students interested in the latest trends and methodologies shaping the future of optimization and AI.

.- NeurOptimiser A General Framework for Neuromorphic Optimisation.- A Tabu Search Algorithm for the p Next Center Problem with Capacity and Coverage Radius Constraints.- Reactive Tabu Search for MAX SAT an Analysis of Sampling Strategies, etc.

Erscheint lt. Verlag	1.2.2026
Reihe/Serie	Studies in Big Data
Zusatzinfo	X, 390 p.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Mathematik / Informatik ► Informatik ► Datenbanken
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Technik
Schlagworte	Algorithmic Foundations • Artificial Intelligence • Computational Intelligence • Computational Techniques • data engineering • Optimization
ISBN-10	3-032-15454-5 / 3032154545
ISBN-13	978-3-032-15454-5 / 9783032154545
Zustand	Neuware