{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,3,29]],"date-time":"2022-03-29T10:33:18Z","timestamp":1648549998851},"reference-count":10,"publisher":"Walter de Gruyter GmbH","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2009,1,1]]},"abstract":"<jats:title>Simulation-Based Analysis of Fitness Landscape in Optimisation<\/jats:title><jats:p>Simulation-based analysis of fitness landscape with application to optimisation problems is discussed in the paper. Methods of analysis of fitness landscapes and measures known in literature are reviewed. Procedure for simulation-based analysis of fitness landscape is introduced. Software prototype to perform this analysis is described. Case study for a vehicle scheduling problem with the time window constraints is given and demonstrates the main steps of fitness landscape analysis applied to simulation optimisation problem.<\/jats:p>","DOI":"10.2478\/v10143-010-0005-y","type":"journal-article","created":{"date-parts":[[2010,3,27]],"date-time":"2010-03-27T01:29:48Z","timestamp":1269653388000},"page":"39-44","source":"Crossref","is-referenced-by-count":1,"title":["Simulation-Based Analysis of Fitness Landscape in Optimisation"],"prefix":"10.2478","volume":"39","author":[{"given":"Galina","family":"Merkuryeva","sequence":"first","affiliation":[]},{"given":"Vitalijs","family":"Bolshakovs","sequence":"additional","affiliation":[]}],"member":"374","reference":[{"key":"1","first-page":"224","volume-title":"Evolutionary Algorithms, Fitness Landscapes and Search","author":"T. Jones","year":"1995"},{"key":"2","doi-asserted-by":"crossref","first-page":"260","DOI":"10.1007\/978-3-662-04726-2","volume-title":"Foundations of Genetic Programming","author":"W. Langdon","year":"2002"},{"key":"3","doi-asserted-by":"crossref","first-page":"344","DOI":"10.1007\/b101880","volume-title":"Genetic Algorithms - Principles and Perspectives. A Guide to GA Theory","author":"C. Reeves","year":"2002"},{"issue":"1","key":"4","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1162\/106365600568095","article-title":"Information Characteristics and the Structure of Landscapes","volume":"8","author":"V. Vassilev","year":"2000","journal-title":"Evolutionary Computation"},{"issue":"4","key":"5","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1109\/4235.887234","article-title":"Fitness Landscape Analysis and Memetic Algorithms for the Quadratic Assignment Problem","volume":"4","author":"P. Merz","year":"2000","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"6","first-page":"184","article-title":"Fitness Distance Correlation as a Measure of Problem Difficulty for Genetic Algorithms","author":"T. Jones","year":"1997"},{"key":"7","unstructured":"Teo J.T.W. Pareto Multi-Objective Evolution of Legged Embodied Organisms, PhD thesis. - Sydney: <i>University of New South Wales<\/i>, 2003, 281 p. 8."},{"issue":"1","key":"8","doi-asserted-by":"crossref","first-page":"150","DOI":"10.1016\/j.ijpe.2008.10.005","article-title":"A vehicle scheduling problem with fixed trips and time limitations","volume":"117","author":"D. Eiiyi","year":"2008","journal-title":"International Journal of Production Economics"},{"issue":"1-3","key":"9","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1016\/j.tcs.2007.12.001","article-title":"Approximating a vehicle scheduling problem with time windows and handling times","volume":"393","author":"H. Nagamochi","year":"2008","journal-title":"Theoretical Computer Science"},{"key":"10","first-page":"14","volume-title":"Optimization of Complex Systems with OptQuest","author":"M. Laguna","year":"1997"}],"container-title":["Scientific Journal of Riga Technical University. Computer Sciences"],"original-title":[],"link":[{"URL":"http:\/\/content.sciendo.com\/view\/journals\/acss\/39\/1\/article-p39.xml","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.degruyter.com\/view\/j\/acss.2009.39.issue--1\/v10143-010-0005-y\/v10143-010-0005-y.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,6,3]],"date-time":"2020-06-03T09:32:35Z","timestamp":1591176755000},"score":1,"resource":{"primary":{"URL":"https:\/\/content.sciendo.com\/doi\/10.2478\/v10143-010-0005-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,1,1]]},"references-count":10,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.2478\/v10143-010-0005-y","relation":{},"ISSN":["1407-7493"],"issn-type":[{"value":"1407-7493","type":"print"}],"subject":[],"published":{"date-parts":[[2009,1,1]]}}}