Recent Advances in Computational Optimization: Results of the Workshop on Computational Optimization WCO 2019

✍ Scribed by Stefka Fidanova

• Publisher: Springer International Publishing;Springer
• Year: 2021
• Tongue: English
• Leaves: 203
• Series: Studies in Computational Intelligence 920
• Edition: 1st ed.
• Category: Library

✦ Synopsis

This book is a comprehensive collection of extended contributions from the Workshops on Computational Optimization 2019.

Our everyday life is unthinkable without optimization. We try to minimize our effort and to maximize the achieved profit.

Many real-world and industrial problems arising in engineering, economics, medicine and other domains can be formulated as optimization tasks.

This book presents recent advances in computational optimization. The book includes important real problems like modeling of physical processes, wildfire and flood risk modeling, workforce planning, parameter settings for controlling different processes, optimal electrical vehicle modeling, bioreactor modeling and design of VLSI.

It shows how to develop algorithms for them based on new intelligent methods like evolutionary computations, ant colony optimization, constrain programming and others. This research demonstrates how some real-world problems arising in engineering, economics and other domains can be formulated as optimization problems.

✦ Table of Contents

Front Matter ....Pages i-x
Validation and Optimization of Dam Break Flood Risk Mapping Based on Field Test Cases in Armenia (Nina Dobrinkova, Alexander Arakelyan, Evangelos Katsaros, Sean Reynolds)....Pages 1-31
Fire Simulator Capable to Analyze Fire Spread in Real Time with Limited Field Weather Data. Case Study—Kresna Fire (2017) (Nina Dobrinkova, Adrián Cardil)....Pages 33-48
Utilizing Minimum Set-Cover Structures with Several Constraints for Knowledge Discovery on Large Literature Databases (Jens Dörpinghaus, Carsten Düing, Vera Weil)....Pages 49-69
Evaluation of Optimal Charging Station Location for Electric Vehicles: An Italian Case-Study (Edoardo Fadda, Daniele Manerba, Gianpiero Cabodi, Paolo Camurati, Roberto Tadei)....Pages 71-87
InterCriteria Analysis of the Evaporation Parameter Influence on Ant Colony Optimization Algorithm: A Workforce Planning Problem (Olympia Roeva, Stefka Fidanova, Maria Ganzha)....Pages 89-109
Caterpillar Alignment Distance for Rooted Labeled Caterpillars: Distance Based on Alignments Required to Be Caterpillars (Yoshiyuki Ukita, Takuya Yoshino, Kouichi Hirata)....Pages 111-134
ICrA Over Ordered Pairs Applied to ABC Optimization Results (Olympia Roeva, Dafina Zoteva)....Pages 135-148
A Game Theoretical Approach for VLSI Physical Design Placement (Michael Rapoport, Tami Tamir)....Pages 149-172
Application of Information Systems and Technologies in Transport (Kristina Pavlova, Vladimir Ivanov)....Pages 173-182
Online Algorithms for 1-Space Bounded Cube Packing and 2-Space Bounded Hypercube Packing (Łukasz Zielonka)....Pages 183-197
Back Matter ....Pages 199-199

✦ Subjects

Engineering; Computational Intelligence; Algorithms