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Disambiguating evolutionary algorithms: composition and communication with ESDL

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posted on 2024-07-13, 02:28 authored by Steve Dower
Steve Dower's thesis, 'Disambiguating Evolutionary Algorithms: Composition and Communication with ESDL', models the structure of a class of algorithms used in intelligent computation. These algorithms are used to find optimal plans, designs or schedules within real-world constraints. However, the research community suffers from fragmented origins that carry over to this day. This thesis provides a unified view of Evolutionary Algorithms that allows researcher to overlook historical differences and apply problem-focused techniques to their designs, simulations and publications.

History

Thesis type

  • Thesis (PhD)

Thesis note

A dissertation presented for fulfillment of the requirements for the award of Doctor of Philosophy, Swinburne University of Technology, 2012.

Copyright statement

Copyright © 2012 Stephen Dower.

Supervisors

Tim Hendtlass

Language

eng

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