Meta‐Optimization Using Cellular Automata with Application to the Combined Trip Distribution and Assignment System Optimal Problem | Zendy

ElDessouki Wael M. | Zendy; Fathi Yahya | Zendy; Rouphail Nagui | Zendy

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Meta‐Optimization Using Cellular Automata with Application to the Combined Trip Distribution and Assignment System Optimal Problem

Author(s) -

ElDessouki Wael M.,

Fathi Yahya,

Rouphail Nagui

Publication year - 2001

Publication title -

computer‐aided civil and infrastructure engineering

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 2.773

H-Index - 82

eISSN - 1467-8667

pISSN - 1093-9687

DOI - 10.1111/0885-9507.00241

Subject(s) - cellular automaton , computer science , mathematical optimization , optimization problem , integer programming , automaton , integer (computer science) , algorithm , theoretical computer science , mathematics , programming language

In this paper, meta‐optimization and cellular automata have been introduced as a modeling environment for solving large‐scale and complex transportation problems. A constrained system optimum combined trip distribution and assignment problem was selected to demonstrate the applicability of the cellular automata approach over classical mixed integer formulation. A mathematical formulation for the selected problem has been developed and a methodology for applying cellular automata has been presented. A numerical example network was used to illustrate the potential for using cellular automata as a modeling environment for solving optimization problems.

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