Recent Advances in Computational Optimization
Springer International Publishing (Verlag)
9783319401317 (ISBN)
This volume is a comprehensive collection of extended contributions from the Workshop on Computational Optimization 2015. It presents recent advances in computational optimization. The volume includes important real life problems like parameter settings for controlling processes in bioreactor, control of ethanol production, minimal convex hill with application in routing algorithms, graph coloring, flow design in photonic data transport system, predicting indoor temperature, crisis control center monitoring, fuel consumption of helicopters, portfolio selection, GPS surveying and so on. It shows how to develop algorithms for them based on new metaheuristic methods like evolutionary computation, ant colony optimization, constrain programming and others. This research demonstrates how some real-world problems arising in engineering, economics, medicine and other domains can be formulated as optimization problems.
Fast Output-Sensitive Approach for Minimum Convex Hulls Formation.- Local Search Algorithms for Portfolio Selection: Search Space and Correlation Analysis.- Optimization of Fuel Consumption in Firefighting Water Capsule Flights of a Helicopter.- Practical Application of OFN arithmetics in a Crisis Control Center Monitoring.- Forecasting Indoor Temperature Using Fuzzy Cognitive Maps with Structure Optimization Genetic Algorithm.- Correlation Clustering by Contraction, a More Effective Method.- Synthesis of Power Aware Adaptive Embedded Software Using Developmental Genetic Programming.- Flow Design and Evaluation in Photonic Data Transport Network.- Introducing the Environment in Ant Colony Optimization.- Fast Preconditioned Solver for Truncated Saddle Point Problem in Nonsmooth Cahn-Hilliard Model.- The Constraints Aggregation Technique for Control of Ethanol Production.- InterCriteria Analysis by Pairs and Triples of Genetic Algorithms Application for Models Identification.- GeneticAlgorithms for Constrained Tree Problems.- InterCriteria Analysis of Genetic Algorithms Performance.- Exploring Sparse Covariance Estimation Techniques in Evolution Strategies.- Parallel Metaheuristics for Robust Graph Coloring Problem.
"I would recommend this book both to practitioners interested in solving real-life optimization problems and to mathematicians and computer scientists developing and/or improving optimization algorithms. The plethora of application examples will help readers better understand the breadth of possible applications, teach them a few tricks that they will be able to use, and, by emphasizing remaining challenges, encourage future research." (V. Kreinovich, Computing Reviews, November, 2016)
| Erscheinungsdatum | 08.10.2016 |
|---|---|
| Reihe/Serie | Studies in Computational Intelligence |
| Zusatzinfo | X, 303 p. 102 illus., 55 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Technik | |
| Schlagworte | artificial intelligence (incl. robotics) • Computational Intelligence • Computational Optimization • Engineering • Intelligent Systems • Metaheuristic methods • Optimization • WCO |
| ISBN-13 | 9783319401317 / 9783319401317 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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