{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T06:02:53Z","timestamp":1772517773792,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":26,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540612865","type":"print"},{"value":"9783540684404","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[1996]]},"DOI":"10.1007\/3-540-61286-6_141","type":"book-chapter","created":{"date-parts":[[2012,2,26]],"date-time":"2012-02-26T21:23:07Z","timestamp":1330291387000},"page":"158-167","source":"Crossref","is-referenced-by-count":98,"title":["Intelligent mutation rate control in canonical genetic algorithms"],"prefix":"10.1007","author":[{"given":"Thomas","family":"B\u00e4ck","sequence":"first","affiliation":[]},{"given":"Martin","family":"Sch\u00fctz","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2005,6,1]]},"reference":[{"key":"15_CR1","first-page":"85","volume-title":"Parallel Problem Solving from Nature, 2","author":"T. B\u00e4ck","year":"1992","unstructured":"Th. B\u00e4ck. The interaction of mutation rate, selection, and self-adaptation within a genetic algorithm. In R. M\u00e4nner and B. Manderick, editors, Parallel Problem Solving from Nature, 2, pages 85\u201394. Elsevier, Amsterdam, 1992."},{"key":"15_CR2","first-page":"263","volume-title":"Proceedings of the First European Conference on Artificial Life","author":"T. B\u00e4ck","year":"1992","unstructured":"Th. B\u00e4ck. Self-Adaptation in Genetic Algorithms. In F. J. Varela and P. Bourgine, editors, Proceedings of the First European Conference on Artificial Life, pages 263\u2013271. The MIT Press, Cambridge, MA, 1992."},{"key":"15_CR3","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780195099713.001.0001","volume-title":"Evolutionary Algorithms in Theory and Practice","author":"T. B\u00e4ck","year":"1996","unstructured":"Th. B\u00e4ck. Evolutionary Algorithms in Theory and Practice. Oxford University Press, New York, 1996."},{"key":"15_CR4","doi-asserted-by":"crossref","unstructured":"Th. B\u00e4ck and S. Khuri. An evolutionary heuristic for the maximum independent set problem. In Proceedings of the First IEEE Conference on Evolutionary Computation, pages 531\u2013535. IEEE Press, 1994.","DOI":"10.1109\/ICEC.1994.350004"},{"key":"15_CR5","doi-asserted-by":"crossref","first-page":"33","DOI":"10.7551\/mitpress\/2887.003.0009","volume-title":"Evolutionary Programming IV: Proceedings of the Fourth Annual Conference on Evolutionary Programming","author":"T. B\u00e4ck","year":"1995","unstructured":"Th. B\u00e4ck and M. Sch\u00fctz. Evolution strategies for mixed-integer optimization of optical multilayer systems. In J. R. McDonnell, R. G. Reynolds, and D. B. Fogel, editors, Evolutionary Programming IV: Proceedings of the Fourth Annual Conference on Evolutionary Programming, pages 33\u201351. MIT Press, Cambridge, MA, 1995."},{"issue":"1","key":"15_CR6","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1162\/evco.1993.1.1.1","volume":"1","author":"T. B\u00e4ck","year":"1993","unstructured":"Th. B\u00e4ck and H.-P. Schwefel. An overview of evolutionary algorithms for parameter optimization. Evolutionary Computation, 1(1):1\u201323, 1993.","journal-title":"Evolutionary Computation"},{"key":"15_CR7","first-page":"10","volume-title":"Proceedings of the 3rd International Conference on Genetic Algorithms","author":"L. J. Eshelman","year":"1989","unstructured":"L. J. Eshelman, R. A. Caruna, and J. D. Schaffer. Biases in the crossover landscape. In J. D. Schaffer, editor, Proceedings of the 3rd International Conference on Genetic Algorithms, pages 10\u201319. Morgan Kaufmann Publishers, San Mateo, CA, 1989."},{"key":"15_CR8","volume-title":"Evolutionary Computation: Toward a New Philosophy of Machine Intelligence","author":"D. B. Fogel","year":"1995","unstructured":"D. B. Fogel. Evolutionary Computation: Toward a New Philosophy of Machine Intelligence. IEEE Press, Piscataway, NJ, 1995."},{"key":"15_CR9","first-page":"540","volume-title":"Proc. 25th Asilomar Conference on Signals, Systems and Computers","author":"D. B. Fogel","year":"1991","unstructured":"D. B. Fogel, L. J. Fogel, and W. Atmar. Meta-evolutionary programming. In R. R. Chen, editor, Proc. 25th Asilomar Conference on Signals, Systems and Computers, pages 540\u2013545. Pacific Grove, CA, 1991."},{"key":"15_CR10","first-page":"387","volume":"18","author":"L. Fogel","year":"1994","unstructured":"L. Fogel, D. B. Fogel, and P. J. Angeline. A preliminary investigation on extending evolutionary programming to include self-adaptation on finite state machines. Informatica, 18:387\u2013398, 1994.","journal-title":"Informatica"},{"key":"15_CR11","volume-title":"Genetic algorithms in search, optimization and machine learning","author":"D. E. Goldberg","year":"1989","unstructured":"D. E. Goldberg. Genetic algorithms in search, optimization and machine learning. Addison Wesley, Reading, MA, 1989."},{"issue":"1","key":"15_CR12","doi-asserted-by":"crossref","first-page":"122","DOI":"10.1109\/TSMC.1986.289288","volume":"SMC-16","author":"J. J. Grefenstette","year":"1986","unstructured":"J. J. Grefenstette. Optimization of control parameters for genetic algorithms. IEEE Transactions on Systems, Man and Cybernetics, SMC-16(1):122\u2013128, 1986.","journal-title":"IEEE Transactions on Systems, Man and Cybernetics"},{"key":"15_CR13","first-page":"227","volume-title":"Genetic self-learning","author":"F. Hoffmeister","year":"1992","unstructured":"F. Hoffmeister and Th. B\u00e4ck. Genetic self-learning. In F. J. Varela and P. Bourgine, editors, Proceedings of the 1st European Conference on Artificial Life, pages 227\u2013235. The MIT Press, Cambridge, MA, 1992."},{"key":"15_CR14","volume-title":"Adaptation in natural and artificial systems","author":"J. H. Holland","year":"1975","unstructured":"J. H. Holland. Adaptation in natural and artificial systems. The University of Michigan Press, Ann Arbor, MI, 1975."},{"key":"15_CR15","unstructured":"K. A. De Jong. An analysis of the behaviour of a class of genetic adaptive systems. PhD thesis, University of Michigan, 1975."},{"key":"15_CR16","first-page":"83","volume-title":"KI-94 Workshops (Extended Abstracts)","author":"S. Khuri","year":"1994","unstructured":"S. Khuri and Th. B\u00e4ck. An evolutionary heuristic for the minimum vertex cover problem. In J. Kunze and H. Stoyan, editors, KI-94 Workshops (Extended Abstracts), pages 83\u201384. Gesellschaft f\u00fcr Informatik e. V., Bonn, 1994."},{"key":"15_CR17","first-page":"66","volume-title":"Proceedings of the 22nd Annual ACM Computer Science Conference","author":"S. Khuri","year":"1994","unstructured":"S. Khuri, Th. B\u00e4ck, and J. Heitk\u00f6tter. An evolutionary approach to combinatorial optimization problems. In D. Cizmar, editor, Proceedings of the 22nd Annual ACM Computer Science Conference, pages 66\u201373. ACM Press, New York, 1994."},{"key":"15_CR18","first-page":"188","volume-title":"The zero\/one multiple knapsack problem and genetic algorithms","author":"S. Khuri","year":"1994","unstructured":"S. Khuri, Th. B\u00e4ck, and J. Heitk\u00f6tter. The zero\/one multiple knapsack problem and genetic algorithms. In E. Deaton, D. Oppenheim, J. Urban, and H. Berghel, editors, Proceedings of the 1994 ACM Symposium on Applied Computing, pages 188\u2013193. ACM Press, New York, 1994."},{"key":"15_CR19","first-page":"15","volume-title":"Parallel Problem Solving from Nature 2","author":"H. M\u00fchlenbein","year":"1992","unstructured":"H. M\u00fchlenbein. How genetic algorithms really work: I. mutation and hillclimbing. In R. M\u00e4nner and B. Manderick, editors, Parallel Problem Solving from Nature 2, pages 15\u201325. Elsevier, Amsterdam, 1992."},{"key":"15_CR20","unstructured":"J. Obalek. Rekombinationsoperatoren f\u00fcr Evolutionsstrategien. Diplomarbeit, Universit\u00e4t Dortmund, Fachbereich Informatik, 1994."},{"key":"15_CR21","first-page":"51","volume-title":"Proceedings of the 3rd International Conference on Genetic Algorithms","author":"J. D. Schaffer","year":"1989","unstructured":"J. D. Schaffer, R. A. Caruana, L. J. Eshelman, and R. Das. A study of control parameters affecting online performance of genetic algorithms for function optimization. In J. D. Schaffer, editor, Proceedings of the 3rd International Conference on Genetic Algorithms, pages 51\u201360. Morgan Kaufmann Publishers, San Mateo, CA, 1989."},{"key":"15_CR22","first-page":"36","volume-title":"Proceedings of the 2nd International Conference on Genetic Algorithms and Their Applications","author":"J. D. Schaffer","year":"1987","unstructured":"J. D. Schaffer and A. Morishima. An adaptive crossover distribution mechanism for genetic algorithms. In J. J. Grefenstette, editor, Proceedings of the 2nd International Conference on Genetic Algorithms and Their Applications, pages 36\u201340. Lawrence Erlbaum Associates, Hillsdale, NJ, 1987."},{"key":"15_CR23","first-page":"95","volume-title":"Ecodynamics, Contributions to Theoretical Ecology","author":"H.-P. Schwefel","year":"1987","unstructured":"H.-P. Schwefel. Collective intelligence in evolving systems. In W. Wolff, C.-J. Soeder, and F. R. Drepper, editors, Ecodynamics, Contributions to Theoretical Ecology, pages 95\u2013100. Springer, Berlin, 1987."},{"key":"15_CR24","first-page":"49","volume-title":"Explaining Process and Change \u2014 Approaches to Evolutionary Economics","author":"H.-P. Schwefel","year":"1992","unstructured":"H.-P. Schwefel. Imitating evolution: Collective, two-level learning processes. In U. Witt, editor, Explaining Process and Change \u2014 Approaches to Evolutionary Economics, pages 49\u201363. The University of Michigan Press, Ann Arbor, MI, 1992."},{"key":"15_CR25","series-title":"Sixth-Generation Computer Technology Series","volume-title":"Evolution and Optimum Seeking","author":"H.-P. Schwefel","year":"1995","unstructured":"H.-P. Schwefel. Evolution and Optimum Seeking. Sixth-Generation Computer Technology Series. Wiley, New York, 1995."},{"key":"15_CR26","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1287\/opre.15.1.83","volume":"15","author":"H. M. Weingartner","year":"1967","unstructured":"H. M. Weingartner and D. N. Ness. Methods for the solution of the multidimensional 0\/1 knapsack problem. Operations Research, 15:83\u2013103, 1967.","journal-title":"Operations Research"}],"container-title":["Lecture Notes in Computer Science","Foundations of Intelligent Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-61286-6_141.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,21]],"date-time":"2025-03-21T23:15:32Z","timestamp":1742598932000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-61286-6_141"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1996]]},"ISBN":["9783540612865","9783540684404"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/3-540-61286-6_141","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[1996]]}}}