Recent Advances in Computational Optimization -

Recent Advances in Computational Optimization

Results of the Workshop on Computational Optimization WCO 2017

Stefka Fidanova (Herausgeber)

Buch | Softcover
X, 236 Seiten
2019 | 1. Softcover reprint of the original 1st ed. 2019
Springer International Publishing (Verlag)
978-3-030-07618-4 (ISBN)
149,79 inkl. MwSt

Our everyday lives are practically unthinkable without optimization. We constantly try to minimize our effort and to maximize the reward or progress achieved. Many real-world and industrial problems arising in engineering, economics, medicine and other domains can be formulated as optimization tasks. This volume presents a comprehensive collection of extended contributions from the 2017 Workshop on Computational Optimization.

Presenting recent advances in computational optimization, it addresses important concrete applications, e.g. the modeling of physical processes, wildfire modeling, modeling processes in chemical engineering, workforce planning, wireless access network topology, parameter settings for controlling various processes, berth allocation, identification of homogeneous domains, and quantum computing. The book shows how to develop algorithms for them based on new intelligent methods like evolutionary computations, ant colony optimization, constrain programming andothers.

Chapter 1. Contraction methods for correlation clustering: the order is important (Laszlo Aszal´os).- Chapter 2. Optimisation of Preparedness and Response of Health services in major crises using the IMPRESS platform (Nina Dobrinkova).- Chapter 3. The new approach for dynamic optimization with variability constraints (Pawel Drag).- Chapter 4. Intercriteria Analisys of ACO Performance for Workforce Planning Problem (Olympia Roeva) etc.

Erscheinungsdatum
Reihe/Serie Studies in Computational Intelligence
Zusatzinfo X, 236 p. 76 illus., 40 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 385 g
Themenwelt Informatik Theorie / Studium Algorithmen
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Mathematik / Informatik Mathematik Analysis
Technik
Schlagworte Algorithms for Problems • Computational Intelligence • evolutionary computation • Intelligent Systems • Metaheuristic methods • WCO 2017
ISBN-10 3-030-07618-0 / 3030076180
ISBN-13 978-3-030-07618-4 / 9783030076184
Zustand Neuware
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