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Recent Advances in Computational Optimization de Stefka Fidanova

Recent Advances in Computational Optimization

Editat de Stefka Fidanova
en Limba Engleză Paperback – 17 oct 2016
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.
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Specificații

ISBN-13: 9783319374086
ISBN-10: 3319374087
Pagini: 256
Ilustrații: X, 244 p. 90 illus., 15 illus. in color.
Dimensiuni: 155 x 235 x 15 mm
Greutate: 0.39 kg
Ediția:Softcover reprint of the original 1st edition 2016
Editura: Springer
Locul publicării:Cham, Switzerland

Cuprins

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.

Textul de pe ultima copertă

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.

Caracteristici

Shows how to develop algorithms for real-life problems based on new metaheuristic methods such as evolutionary computation, ant colony optimization, constraint programming and others Constitutes a comprehensive collection of extended contributions from the 7th Workshop on Computational Optimization WCO 2014 held in Warsaw, Poland, September 7-10, 2014 Includes important real problems such as parameter settings for controlling processes in bioreactor, resource constrained project scheduling, problems arising in transport services, error correcting codes, optimal system performance and energy consumption Includes supplementary material: sn.pub/extras

Recenzii

“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)