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Recent advances in computational optimization[electronic resource] :results of the Workshop on Computational Optimization WCO 2015 /

紀錄類型:	書目-電子資源 : Monograph/item
杜威分類號:	519.64
書名/作者:	Recent advances in computational optimization : results of the Workshop on Computational Optimization WCO 2015 // edited by Stefka Fidanova.
其他題名:	WCO 2015
其他作者:	Fidanova, Stefka.
團體作者:	Clark Conference
出版者:	Cham : : Springer International Publishing :, 2016.
面頁冊數:	x, 303 p. : : ill., digital ;; 24 cm.
Contained By:	Springer eBooks
標題:	Combinatorial optimization
標題:	Computational intelligence
標題:	Engineering.
標題:	Computational Intelligence.
標題:	Artificial Intelligence (incl. Robotics)
ISBN:	9783319401324
ISBN:	9783319401317
內容註:	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 -- Genetic Algorithms 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.
摘要、提要註:	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.
電子資源:	http://dx.doi.org/10.1007/978-3-319-40132-4

Recent advances in computational optimization[electronic resource] :results of the Workshop on Computational Optimization WCO 2015 /
Recent advances in computational optimizationresults of the Workshop on Computational Optimization WCO 2015 /[electronic resource] :WCO 2015edited by Stefka Fidanova. - Cham :Springer International Publishing :2016. - x, 303 p. :ill., digital ;24 cm. - Studies in computational intelligence,v.6551860-949X ;. - Studies in computational intelligence ;v.379..

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 -- Genetic Algorithms 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.

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.

ISBN: 9783319401324

Standard No.: 10.1007/978-3-319-40132-4doiSubjects--Topical Terms:

149986
Combinatorial optimization

LC Class. No.: QA402.5

Dewey Class. No.: 519.64

Recent advances in computational optimization[electronic resource] :results of the Workshop on Computational Optimization WCO 2015 /
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