عنوان

Evolutionary Algorithms in Management Applications

شابک

3642647499

شابک

9783642647499

شماره

b551433

عنوان اصلي

Evolutionary Algorithms in Management Applications

نام عام مواد

[Book]

نام نخستين پديدآور

Jörg Biethahn

وضعيت ويراست

Softcover reprint of the original 1st ed. 1995

نام ناشر، پخش کننده و غيره

Berlin Springer Berlin

تاریخ نشرو بخش و غیره

2013

نام خاص و کميت اثر

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

متن يادداشت

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.

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Jörg Biethahn

مستند نام اشخاص تاييد نشده

Jörg Biethahn

مستند نام اشخاص تاييد نشده

Volker Nissen

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y