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Guided Operators for a Hyper-Heuristic Genetic Algorithm [chapter]

Limin Han, Graham Kendall
<span title="">2003</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
The aim of a guided hyper-GA is to make the dynamic removal and insertion of heuristics more efficient, and evolve sequences of heuristics in order to produce promising solutions more effectively.  ...  The guided mutation and crossover hyper-GA, the focus of this paper, extends that work.  ...  Corne and Ogden [4] compared their indirect and direct GA for a Methodist preaching timetabling problem and found the former was more efficient.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-24581-0_69">doi:10.1007/978-3-540-24581-0_69</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/r4u7ajr3ofhjfbhxnsywofhvgq">fatcat:r4u7ajr3ofhjfbhxnsywofhvgq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809022915/http://www.cs.nott.ac.uk/~pszgxk/papers/ai03.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/22/5c/225cfcf0a6690e15c3b75f6b38c2bd84679f4ae9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-24581-0_69"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

An investigation of a tabu assisted hyper-reuristic genetic algorithm

Limin Ran, G. Kendall
<i title="IEEE"> The 2003 Congress on Evolutionary Computation, 2003. CEC &#39;03. </i> &nbsp;
The addition of a tabu method, the focus of this paper, extends that work. The aim of adding a tabu list to the hyper-GA is to indicate the efficiency of each gene within the chromosome.  ...  We recently introduced a hyper-heuristic genetic algorithm (hyper-GA) with an adaptive length chromosome which aims to evolve an ordering of low-level heuristics in order to find good quality solutions  ...  Corne and Ogden [11] compared their indirect and direct GA for a Methodist preaching timetabling problem and found the former is more efficient.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cec.2003.1299949">doi:10.1109/cec.2003.1299949</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/klyqlfnudrbbdm7kj4rxli7jly">fatcat:klyqlfnudrbbdm7kj4rxli7jly</a> </span>
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An investigation of a hyperheuristic genetic algorithm applied to a trainer scheduling problem

P. Cowling, G. Kendall, Limin Han
<i title="IEEE"> Proceedings of the 2002 Congress on Evolutionary Computation. CEC&#39;02 (Cat. No.02TH8600) </i> &nbsp;
The aim of the hyper-GA is to evolve a good-quality heuristic for each given instance of the problem and use this to find a solution by applying a suitable ordering from a set of low-level heuristics.  ...  it to be robust across a wide range of problem instances.  ...  Corne and Ogden (Corne and Ogden, 1997) developed an indirect GA for a Methodist preaching timetabling problem and found it is more effective than a direct genetic algorithm when applied to the same problem  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cec.2002.1004411">doi:10.1109/cec.2002.1004411</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vfgybniz25d37asyymuhgjsj4y">fatcat:vfgybniz25d37asyymuhgjsj4y</a> </span>
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Politics, tradition and structural Change: Fijian fertility in the twentieth century [article]

Margaret Chung, University, The Australian National, University, The Australian National
<span title="2013-08-05">2013</span>
The model of demographic transition maintains the currency of ideas of social evolution in demographic theory, with tradition and modernity considered to be inversely related.  ...  It traces the development of wider opportunities for women and their access to resources over the twentieth century, examines the nature of gender relations and kinship, and considers the impact of these  ...  contraception.35 Missionaries considered these practices to act against the sanctity of life, and preached against them.  ... 
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<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200207221054/https://openresearch-repository.anu.edu.au/bitstream/1885/10272/5/Chung%20M%20Thesis%201991.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/32/49/32497d3d2de699f5acedd656098fb938650d9c90.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.25911/5d78d6d74e1af"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>