عنوان

Evolutionary Algorithms in Management Applications

(Number (ISBN

3642647499

(Number (ISBN

9783642647499

Number

b551433

Title Proper

Evolutionary Algorithms in Management Applications

General Material Designation

[Book]

First Statement of Responsibility

Jörg Biethahn

Edition Statement

Softcover reprint of the original 1st ed. 1995

Name of Publisher, Distributor, etc.

Berlin Springer Berlin

Date of Publication, Distribution, etc.

2013

Specific Material Designation and Extent of Item

XV, 379 Seiten in 1 Teil XV, 379 Seiten, 48 schw.-w. Illustrationen, 56 schw.-w. Tabellen 235 x 155 mm

Text of Note

1 Foundations.- An Introduction to Evolutionary Algorithms.- An Overview of Evolutionary Algorithms in Management Applications.- 2 Applications in Industry.- A Genetic Algorithm Applied to Resource Management in Production Systems.- A Case Study of Operational Just-In-Time Scheduling Using Genetic Algorithms.- An Evolutionary Algorithm for Discovering Manufacturing Control Strategies.- Determining the Optimal Network Partition and Kanban Allocation in JIT Production Lines.- On Using Penalty Functions and Multicriteria Optimisation Techniques in Facility Layout.- Tapping the Full Power of Genetic Algorithm through Suitable Representation and Local Optimization: Application to Bin Packing.- A Hybrid Genetic Algorithm for the Two-Dimensional Guillotine Cutting Problem.- 3 Applications in Trade.- Facility Management of Distribution Centres for Vegetables and Fruits.- Integrating Machine Learning and Simulated Breeding Techniques to Analyze the Characteristics of Consumer Goods.- Adaptive Behaviour in an Oligopoly.- Determining a Good Inventory Policy with a Genetic Algorithm.- 4 Applications in Financial Services.- Genetic Algorithms and the Management of Exchange Rate Risk.- Evolving Decision Support Models for Credit Control.- Genetic Classification Trees.- A Model of Stock Market Participants.- 5 Applications in Traffic Management.- Using Evolutionary Programming to Control Metering Rates on Freeway Ramps.- Application of Genetic Algorithms for Solving Problems Related to Free Routing for Aircraft.- Genetic Algorithm with Redundancies for the Vehicle Scheduling Problem.- 6 Planning in Education.- Course Scheduling by Genetic Algorithms.- About the Authors.

Class number

Book number

Jörg Biethahn

Jörg Biethahn

Volker Nissen

Electronic name

[Book]

Y