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Recent Advances in Computational Optimization Results of the Workshop on Computational Optimization WCO 2014
Title
Recent Advances in Computational Optimization [electronic resource] : Results of the Workshop on Computational Optimization WCO 2014 / edited by Stefka Fidanova.
ISBN
9783319211336
Publication
Cham : Springer International Publishing : Imprint: Springer, 2016.
Physical Description
X, 244 p. 90 illus., 15 illus. in color : online resource.
Local Notes
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Summary
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.
Variant and related titles
Springer ebooks.
Other formats
Printed edition:
Format
Books / Online
Language
English
Added to Catalog
August 07, 2015
Series
Studies in Computational Intelligence, 610
Contents
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.
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