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Recent advances in computational optimization[electronic resource] :results of the Workshop on Computational Optimization WCO 2014 /

紀錄類型:	書目-語言資料,印刷品 : 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 2014 // edited by Stefka Fidanova.
其他題名:	WCO 2014
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, 244 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)
標題:	Operation Research/Decision Theory.
ISBN:	9783319211336
ISBN:	9783319211329
內容註:	Finding Otimal Discretization Orders for Molecular Distance Geometry by Answer Set Programming -- Estimation of Edge Infection Probabilities in the Inverse Infection Problem -- On a Quantum Algorithm for the Resolution of Systems of Linear Equations -- Synthesis of Self-Adaptive Supervisors of Multi-Task Real-Time Object-Oriented Systems Using Developmental Genetic Programming -- Direct Shooting Method for Optimal Control of the Highly Nonlinear Differential-Algebraic Systems -- A Review on the Direct and Indirect Methods for Solving Optimal Control Problems with Differential-Algebraic Constraints -- InterCriteria Analysis of ACO and GA Hybrid Algorithms -- A Two-Stage Look-Ahead Heuristic for Packing Spheres into a Three-Dimensional Bin of Minimum Length -- Handling Lower Bound and Hill-Climbing Strategies for Sphere Packing Problems -- Multi-Objective Meta-Evolution Method for Large-Scale Optimization Problems -- Dispersive Flies Optimisation and Medical Imaging -- An Efficient Solution of the Resource Constrained Project Scheduling Problem Based on an Adaptation of the Developmental Genetic Programming -- Bayesian-Based Approach to Application of the Genetic Algorithm to Localize the Abrupt Atmospheric Contamination Source.
摘要、提要註:	This volume is a comprehensive collection of extended contributions from the Workshop on Computational Optimization 2014, held at Warsaw, Poland, September 7-10, 2014. The book presents recent advances in computational optimization. The volume includes important real problems like parameter settings for controlling processes in bioreactor and other processes, resource constrained project scheduling, infection distribution, molecule distance geometry, quantum computing, real-time management and optimal control, bin packing, medical image processing, localization the abrupt atmospheric contamination source 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 tasks.
電子資源:	http://dx.doi.org/10.1007/978-3-319-21133-6

Recent advances in computational optimization[electronic resource] :results of the Workshop on Computational Optimization WCO 2014 /
Recent advances in computational optimizationresults of the Workshop on Computational Optimization WCO 2014 /[electronic resource] :WCO 2014edited by Stefka Fidanova. - Cham :Springer International Publishing :2016. - x, 244 p. :ill., digital ;24 cm. - Studies in computational intelligence,v.6101860-949X ;. - Studies in computational intelligence ;v.379..

Finding Otimal Discretization Orders for Molecular Distance Geometry by Answer Set Programming -- Estimation of Edge Infection Probabilities in the Inverse Infection Problem -- On a Quantum Algorithm for the Resolution of Systems of Linear Equations -- Synthesis of Self-Adaptive Supervisors of Multi-Task Real-Time Object-Oriented Systems Using Developmental Genetic Programming -- Direct Shooting Method for Optimal Control of the Highly Nonlinear Differential-Algebraic Systems -- A Review on the Direct and Indirect Methods for Solving Optimal Control Problems with Differential-Algebraic Constraints -- InterCriteria Analysis of ACO and GA Hybrid Algorithms -- A Two-Stage Look-Ahead Heuristic for Packing Spheres into a Three-Dimensional Bin of Minimum Length -- Handling Lower Bound and Hill-Climbing Strategies for Sphere Packing Problems -- Multi-Objective Meta-Evolution Method for Large-Scale Optimization Problems -- Dispersive Flies Optimisation and Medical Imaging -- An Efficient Solution of the Resource Constrained Project Scheduling Problem Based on an Adaptation of the Developmental Genetic Programming -- Bayesian-Based Approach to Application of the Genetic Algorithm to Localize the Abrupt Atmospheric Contamination Source.

This volume is a comprehensive collection of extended contributions from the Workshop on Computational Optimization 2014, held at Warsaw, Poland, September 7-10, 2014. The book presents recent advances in computational optimization. The volume includes important real problems like parameter settings for controlling processes in bioreactor and other processes, resource constrained project scheduling, infection distribution, molecule distance geometry, quantum computing, real-time management and optimal control, bin packing, medical image processing, localization the abrupt atmospheric contamination source 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 tasks.

ISBN: 9783319211336

Standard No.: 10.1007/978-3-319-21133-6doiSubjects--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 2014 /
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