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Article
Design of empty container depot layouts using data and analytics
This paper presents an approach using a combination of data-driven and analytical models to design the layout of empty container depots where top-lifters (TLs) are used. A method to determine the optimum numbe...
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Chapter
An Improved Bat Algorithm with a Dimension-Based Best Bat for Numerical Optimization
The bat algorithm (BA) is a recent swarm intelligence algorithm which can be a powerful tool for numerical optimization. However, the BA and most of its variants rely on a quite elitist strategy where the bat ...
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Chapter
Using Simulation to Improve Container Depot Operations
This chapter will discuss a discrete-event simulation project in terms of both technical development and outcomes, and the effects on the project members involved in terms of lessons learned and professional g...
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Chapter
The Ant Colony Paradigm for Reliable Systems Design
This chapter introduces a relatively new meta-heuristic for combinatorial optimization, the ant colony. The ant colony algorithm is a multiple solution global optimizer that iterates to find optimal or near op...
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Article
Integrated facilities design using a contour distance metric
The unequal area facility design problem has been studied in the literature generally by considering block layout separate from detailed design. This paper shows a tractable method for concurrently optimizing ...
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Chapter and Conference Paper
Evolutionary Design of Facilities Considering Production Uncertainty
This paper considers the design of facilities while explicitly incorporating production uncertainty in the form of product quantity expected values and standard deviations. Block layout designs can be optimize...
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Article
Prediction and optimization of a ceramic casting process using a hierarchical hybrid system of neural networks and fuzzy logic
This paper is a case study that describes a hybrid system integrating fuzzy logic, neural networks and algorithmic optimization for use in the ceramics industry. A prediction module estimates two quality metri...
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Article
Economic design of reliable networks
This paper describes a general approach to the optimal design of communications networks when considering both economics and reliability. The approach uses a genetic algorithm to identify the best topology of ...
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Article
Achieving Stretch Goals: Best Practices in Manufacturing for the New Millennium