{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,30]],"date-time":"2025-12-30T15:32:22Z","timestamp":1767108742278},"publisher-location":"Singapore","reference-count":46,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811315947"},{"type":"electronic","value":"9789811315954"}],"license":[{"start":{"date-parts":[[2018,10,31]],"date-time":"2018-10-31T00:00:00Z","timestamp":1540944000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-981-13-1595-4_30","type":"book-chapter","created":{"date-parts":[[2018,10,30]],"date-time":"2018-10-30T21:39:11Z","timestamp":1540935551000},"page":"369-389","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Study of Real-Coded Hybrid Genetic Algorithm (RGA) to Find Least-Cost Ration for Non-pregnant Dairy Buffaloes"],"prefix":"10.1007","author":[{"given":"Ravinder Singh","family":"Kuntal","sequence":"first","affiliation":[]},{"given":"Radha","family":"Gupta","sequence":"additional","affiliation":[]},{"given":"Duraisamy","family":"Rajendran","sequence":"additional","affiliation":[]},{"given":"Vishal","family":"Patil","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,10,31]]},"reference":[{"key":"30_CR1","unstructured":"Govt of India, ministry of agriculture department of animal husbandry, dairying and fisheries, Krishi Bhavan, 19 livestock census-2012 all India report, New Delhi"},{"key":"30_CR2","unstructured":"Garg, M.R.: FAO 2012. Balanced feeding for improving livestock productivity\u2014increase in milk production and nutrient use efficiency and decrease in methane emission. In: FAO Animal Production and Health Paper No. 173. Rome, Italy"},{"key":"30_CR3","unstructured":"Afolayan, M.O., Afolayan, M.: Nigeria oriented poultry feed formulation software requirements. J. Appl. Sci. Res. 4, 1596\u20131602 (2008)"},{"key":"30_CR4","first-page":"7","volume":"13","author":"G Hertzler","year":"1987","unstructured":"Hertzler, G.: Dynamically optimal and approximately optimal beef cattle diets formulated by nonlinear programming. West. J. Agr. Econ. 13, 7\u201317 (1987)","journal-title":"West. J. Agr. Econ."},{"key":"30_CR5","first-page":"5989","volume":"8","author":"SN Goswami","year":"2013","unstructured":"Goswami, S.N., Chaturvedi, A.: Least cost diet plan of cows for small dairy farmers of Central India. Afr. J. Agric. Res. 8, 5989\u20135995 (2013)","journal-title":"Afr. J. Agric. Res."},{"key":"30_CR6","unstructured":"Almasad, M., Altahat, E., AL-Sharafat, A.: Applying linear programming technique to formulate least cost balanced ration for white eggs layers in Jordan. Int. J. Empir. Res. 1, 112\u2013120 (2011)"},{"key":"30_CR7","doi-asserted-by":"publisher","first-page":"299","DOI":"10.2307\/1233608","volume":"33","author":"F Waugh","year":"1951","unstructured":"Waugh, F.: The minimum-cost dairy feed. J Farm Econ. 33, 299\u2013310 (1951)","journal-title":"J Farm Econ."},{"key":"30_CR8","doi-asserted-by":"publisher","first-page":"294","DOI":"10.3923\/itj.2007.294.299","volume":"6","author":"OS Olorunfemi Teitope","year":"2007","unstructured":"Olorunfemi Teitope, O.S.: Linear programming approach to least cost ration formulation for poults. Inf. Technol. J. 6, 294\u2013299 (2007)","journal-title":"Inf. Technol. J."},{"key":"30_CR9","first-page":"14","volume":"3","author":"VO Oladokun","year":"2012","unstructured":"Oladokun, V.O., Johnson, A.: Feed formulation in Nigerian poultry farms: a mathematical programming approach. Am. J. Sci. Ind. Res. 3, 14\u201320 (2012)","journal-title":"Am. J. Sci. Ind. Res."},{"key":"30_CR10","doi-asserted-by":"publisher","first-page":"594","DOI":"10.3923\/ajava.2016.594.607","volume":"11","author":"RS Kuntal","year":"2016","unstructured":"Kuntal, R.S., Gupta, R., Rajendran, D., Patil, V.: Application of real coded genetic algorithm (RGA) to find least cost feedstuffs for dairy cattle during pregnancy. Asian J. Anim. Vet. Adv. 11, 594\u2013607 (2016)","journal-title":"Asian J. Anim. Vet. Adv."},{"issue":"1","key":"30_CR11","doi-asserted-by":"publisher","first-page":"108","DOI":"10.12944\/CARJ.4.1.12","volume":"4","author":"B Sreenivas","year":"2016","unstructured":"Sreenivas, B., Ramappa, P.: Performance of livestock sector in India (with reference to Bovine population). Curr. Agric. Res. J. 4(1), 108\u2013113 (2016)","journal-title":"Curr. Agric. Res. J."},{"key":"30_CR12","unstructured":"Leng, R.A.: Feeding strategies for improving milk production of dairy animals managed by small-farmers in the tropics. In: Speedy, A., Sansoucy, R. (eds.) Feeding Dairy Cows in the Tropics. Proceedings of the FAO Expert Consultation held in Bangkok, Thailand, p. 82 (1991)"},{"issue":"2","key":"30_CR13","first-page":"217","volume":"20","author":"V Mudgal","year":"2003","unstructured":"Mudgal, V., Mehta, M.K., Rane, A.S., Nanavati, S.: A survey on feeding practices and nutritional status of dairy animals in Madhya Pradesh. Indian J. Anim. Nutr. 20(2), 217\u2013220 (2003)","journal-title":"Indian J. Anim. Nutr."},{"key":"30_CR14","first-page":"2270","volume":"5","author":"M Afrouziyeh","year":"2010","unstructured":"Afrouziyeh, M., Shivazad, M., Chamani, M., Dashti, G.: Use of non-linear programming to determine the economically optimal energy density in laying hens diet during phase 1. Afr. J. Agric. Res. 5, 2270\u20132777 (2010)","journal-title":"Afr. J. Agric. Res."},{"key":"30_CR15","first-page":"1274","volume":"8","author":"B Al-Deseit","year":"2009","unstructured":"Al-Deseit, B.: Least-cost broiler ration formulation using linear programming technique. J. Anim. Vet. Adv. 8, 1274\u20131278 (2009)","journal-title":"J. Anim. Vet. Adv."},{"key":"30_CR16","unstructured":"Islam, M.M., Anjum, S., Modi, R.J., Wadhwani, K.N.: Scenario of livestock and poultry in india and their Contribution to national economy. Int J Sci Environ Technol. 5(3), 956\u2013965 (2016)"},{"key":"30_CR17","unstructured":"Annual Report 2016\u201317, Department of Animal Husbandry, Dairying and Fisheries, Ministry of Agriculture and Farmers Welfare, Govt. of India"},{"issue":"03","key":"30_CR18","doi-asserted-by":"publisher","first-page":"3","DOI":"10.7160\/aol.2016.080301","volume":"08","author":"U.B. Angadi","year":"2016","unstructured":"Angadi, U.B., Anandan, S., Gowda, N.K.S., Rajendran, D., Devi, L., Elangovan, A.V., Jash, S.: \u201cFeed assist\u201d\u2014an expert system on balanced feeding for dairy animals. In: AGRIS on-line Papers in Economics and Informatics, vol. 8, no. 3, pp. 3\u201312. ISSN 1804-1930. https:\/\/doi.org\/10.7160\/aol.2016.080301","journal-title":"Agris on-line Papers in Economics and Informatics"},{"key":"30_CR19","doi-asserted-by":"publisher","first-page":"1","DOI":"10.5958\/0974-181X.2016.00001.9","volume":"16","author":"MR Garg","year":"2016","unstructured":"Garg, M.R., Sherasia, P.L., Bhanderi, B.M., Makkar, H.P.S.: Nitrogen use efficiency for milk production on feeding a balanced ration and predicting manure nitrogen excretion in lactating cows and buffaloes under tropical conditions. Anim. Nutr. Feed Technol. 16, 1\u201312 (2016)","journal-title":"Anim. Nutr. Feed Technol."},{"key":"30_CR20","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1016\/0308-521X(84)90016-7","volume":"15","author":"T Rehman","year":"1984","unstructured":"Rehman, T., Romero, C.: Multiple-criteria decision-making techniques and their role in livestock ration formulation. Agri. Sys. 15, 23\u201349 (1984)","journal-title":"Agri. Sys."},{"key":"30_CR21","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1016\/0308-521X(87)90090-4","volume":"23","author":"T Rehman","year":"1987","unstructured":"Rehman, T., Romero, C.: Goal programming with penalty functions and livestock ration formulation. Agri. Sys. 23, 117\u2013132 (1987)","journal-title":"Agri. Sys."},{"key":"30_CR22","doi-asserted-by":"publisher","first-page":"182","DOI":"10.1093\/ps\/81.2.182","volume":"81","author":"F Zhang","year":"2002","unstructured":"Zhang, F., Roush, W.B.: Multiple-objective (Goal) programming model for feed formulation: an example for reducing nutrient variation. Poult. Sci. 81, 182\u2013192 (2002)","journal-title":"Poult. Sci."},{"issue":"No. 10","key":"30_CR23","doi-asserted-by":"publisher","first-page":"492","DOI":"10.17221\/2601-AGRICECON","volume":"55","author":"J. \u017dgajnar","year":"2009","unstructured":"Zgajnar, J., Juvancic, L., Kavcic, S.: Combination of linear and weighted goal programming with penalty function in optimization of daily dairy cow ration. Agric. Econ. Czech (10), 492\u2013500 (2009)","journal-title":"Agricultural Economics (Zem\u011bd\u011blsk\u00e1 ekonomika)"},{"issue":"4","key":"30_CR24","first-page":"414","volume":"3","author":"R Gupta","year":"2013","unstructured":"Gupta, R., Kuntal, R.S., Ramesh, K.: Heuristic approach to goal programming problem for animal ration formulation. Int. J. Eng. Innov. Technol. (IJEIT) 3(4), 414\u2013422 (2013)","journal-title":"Int. J. Eng. Innov. Technol. (IJEIT)"},{"key":"30_CR25","unstructured":"Rehman, A.R.:\u00a0Evolutionary algorithms with average crossover and power heuristics for aquaculture diet formulation. Ph.D. thesis, University Utara Malaysia, Sintok, Malaysia (2014)"},{"key":"30_CR26","unstructured":"Nocedal, J., Wright, S.J.:\u00a0Numerical Optimization, 2nd edn. Springer Series in Operations Research, Springer (2006)"},{"key":"30_CR27","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3923\/itj.2012.1.8","volume":"11","author":"M Koda","year":"2012","unstructured":"Koda, M.: Chaos search in Fourier amplitude sensitivity test version. J. Inf. Commun. Technol. 11, 1\u201316 (2012)","journal-title":"J. Inf. Commun. Technol."},{"key":"30_CR28","doi-asserted-by":"publisher","first-page":"201","DOI":"10.1016\/S0308-521X(00)00056-1","volume":"67","author":"PR Tozer","year":"2001","unstructured":"Tozer, P.R., Stokes, J.R.: A multiobjective programming approach to feed ration balancing and nutrient management. Agri. Syst. 67, 201\u2013215 (2001)","journal-title":"Agri. Syst."},{"issue":"10","key":"30_CR29","doi-asserted-by":"publisher","first-page":"965","DOI":"10.1016\/j.advengsoft.2009.04.003","volume":"40","author":"MA \u015eahman","year":"2009","unstructured":"\u015eahman, M.A., \u00c7unka\u015f, M., \u0130nal, \u015e., \u0130nal, F., Co\u015fkun, B., Ta\u015fkiran, U.: Cost optimization of feed mixes by genetic algorithms. Adv. Eng. Softw. 40(10), 965\u2013974 (2009)","journal-title":"Adv. Eng. Softw."},{"key":"30_CR30","first-page":"205","volume":"14","author":"S Ghosh","year":"2014","unstructured":"Ghosh, S., Ghosh, J., Pal, D.T., Gupta, R.: Current concepts of feed formulation for livestock using mathematical modeling. Anim. Nutr. Feed Technol. 14, 205\u2013223 (2014)","journal-title":"Anim. Nutr. Feed Technol."},{"key":"30_CR31","doi-asserted-by":"crossref","unstructured":"Powell, M.J.D.: Variable metric methods for constrained optimization. In: Bachem, A., Grotschel, M., Korte, B. (eds.) Mathematical Programming: The State of the Art, pp 288\u2013311. Springer (1983)","DOI":"10.1007\/978-3-642-68874-4_12"},{"key":"30_CR32","doi-asserted-by":"crossref","unstructured":"Sexena, P., Chandra, M.: Animal diet formulation models: a review (1950\u20132010). Anim. Sci. Rev. 189\u2013197 (2011)","DOI":"10.1079\/PAVSNNR20116057"},{"key":"30_CR33","doi-asserted-by":"publisher","first-page":"106","DOI":"10.5923\/j.am.20110102.17","volume":"1","author":"P Sexena","year":"2011","unstructured":"Sexena, P.: Comparison of linear and non-linear programming techniques for animal diet. Appl. Math. 1, 106\u2013108 (2011)","journal-title":"Appl. Math."},{"key":"30_CR34","unstructured":"Radhika, V., Rao, S.B.N.: Formulation of low cost balanced ration for livestock using Microsoft excel, Wayamba J. Anim. Sci. 38\u201341 (2010)"},{"key":"30_CR35","doi-asserted-by":"publisher","first-page":"485","DOI":"10.1007\/BF02739235","volume":"5","author":"K Schittkowski","year":"1985","unstructured":"Schittkowski, K.: NLQPL: A FORTRAN-subroutine solving constrained nonlinear programming problems. Ann. Oper. Res. 5, 485\u2013500 (1985)","journal-title":"Ann. Oper. Res."},{"issue":"2\u20133","key":"30_CR36","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1016\/S0168-1699(97)00025-2","volume":"18","author":"T Furuya","year":"1997","unstructured":"Furuya, T., Satake, T., Minami, Y.: Evolutionary programming for mix design. Comput. Electron. Agric. 18(2\u20133), 129\u2013135 (1997)","journal-title":"Comput. Electron. Agric."},{"key":"30_CR37","unstructured":"Nutrient Requirements of Animals-Cattle and buffalo (ICAR-NIANP). ISBN: 978-81-7164-139-9 (2013)"},{"key":"30_CR38","unstructured":"Singh, K.P., Singh, I.: Buffalo diversity in India: breeds and defined populations. Dairy Year Book (2014\u201315), pp. 33\u201336 (2015)"},{"key":"30_CR39","unstructured":"Biggs, M.C., Constrained Minimization Using Recursive Quadratic Programming, Towards Global Optimization. In: Dixon, L.C.W., Szergo, G.P. (eds.) North-Holland, pp. 341\u2013349 (1975)"},{"key":"30_CR40","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1007\/BF00932858","volume":"22","author":"SP Han","year":"1977","unstructured":"Han, S.P.: A globally convergent method for nonlinear programming. J. Optim. Theory Appl. 22, 297 (1977)","journal-title":"J. Optim. Theory Appl."},{"key":"30_CR41","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1016\/B978-0-12-468660-1.50007-4","volume-title":"Nonlinear Programming 3","author":"M.J.D. Powell","year":"1978","unstructured":"Powell, M.J.D.: The convergence of variable metric methods for nonlinearly constrained optimization calculations. In: Mangasarian, O.L., Meyer, R.R. Robinson, S.M. (eds.) Nonlinear Programming 3. Academic Press (1978)"},{"key":"30_CR42","doi-asserted-by":"crossref","unstructured":"Powell, M.J.D.: A fast algorithm for nonlinearly constrained optimization calculations. In: Watson, G.A. (ed.) Numerical Analysis. Lecture Notes in Mathematics, vol. 630. Springer (1978)","DOI":"10.1007\/BFb0067703"},{"key":"30_CR43","unstructured":"Fletcher, R.: Practical Methods of Optimization. Wiley (1987)"},{"key":"30_CR44","volume-title":"Practical Optimization","author":"PE Gill","year":"1981","unstructured":"Gill, P.E., Murray, W., Wright, M.H.: Practical Optimization. Academic Press, London (1981)"},{"key":"30_CR45","doi-asserted-by":"publisher","first-page":"335","DOI":"10.1007\/BF02242139","volume":"30","author":"W Hock","year":"1983","unstructured":"Hock, W., Schittkowski, K.: A comparative performance evaluation of 27 nonlinear programming codes. Computing 30, 335 (1983)","journal-title":"Computing"},{"key":"30_CR46","unstructured":"Sebastian, C., Akinnifesi, F.K., Oluyede, C.A., Gudeta, S., Simon, M., France, M.T.: A simple method of formulating least-cost diets for smallholder dairy production in sub-Saharan Africa. Afr. J. Biotech. 7, 2925\u20132933 (2008)"}],"container-title":["Advances in Intelligent Systems and Computing","Soft Computing for Problem Solving"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-13-1595-4_30","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,4]],"date-time":"2022-09-04T23:08:09Z","timestamp":1662332889000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-13-1595-4_30"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10,31]]},"ISBN":["9789811315947","9789811315954"],"references-count":46,"URL":"https:\/\/doi.org\/10.1007\/978-981-13-1595-4_30","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2018,10,31]]}}}