A N Cham Larg Prob Ali Nedaie Ali Nedaie, De Farid Khosha KEYWOR R There are n scale prob finding nea optimal solu are used fo Hard probl they make means that of problem have publis met heurist the algorithm [3] and bat * Correspondi Email: khosh Paper first re 28, 2016 Support Ve League Ch Quadratic O Large-Scal Met heurist pISSN: 20 Internati o o ew P mpio ge-Sc blem & Farid Kh epartment of In alhan Departme R RDS 1. Intro numerous alg lems which ar optimal ution. As a p or solving h ems [1]. Be few assum are very cap ms [2]. The shed papers tics for impr ms. For exam t-inspired al ing author: Fa halhan@kntu. eceived Sep. 2 ector Machine hampionship A Optimization; le Optimizatio tics. Int t e ern a at ti o on n 08-4889 o onal Journal of I I Play- onshi ale s hoshalhan* ndustrial Engin ent of Industria oduction 1 gorithms, for h are very or in some part of them, ard optimiza ecause of th mptions abo pable for sol erefore, man propose new roving the p mple water c lgorithm [4] arid Khoshalh ac.ir r 25, 2013, is ac e; Algorithm; on; n n a al J Jo ou urn a al o o I Industrial Engi n n -off ip A Supp neering, Paran al Engineering ABSTR There ar which som non-linea algorithm current p champion proposed machine m be solved using trad algorithm and comp r solving larg efficient f e cases exa met heuristi ation and N heir generalit out the mod lving a varie ny researche w or modifi performance cycle algorith are two ne an cepted in Feb March 201 1 http: / / o of Ind du us s t tri a a n neering & Produ u Appr Algori port nd Islamic Azad g, K.N.Toosi Un RACT re numerous me of them a r cases. Th m which may paper, a new nship algori algorithm w model which d in a polyno ditional heur m will be com putational tim © 2016 ge- for act ics NP- ty, del ety ers ied of hm ew . m ap In us pr ch an Su m th sc se In co le sp pe op in of 1 16, Volume 2 pp. 57 - 6 4 4 / //IJIEPR.ius a al Eng gine e e eri n n u uction Research M M roach ithm Vec d University niversity of Tec s methods fo are very flex he League c y be used i w play-off a ithm for so will be used fo h is a quadra omial time u ristics. The ef mpared to tra me measures. IUST Publicatio met heuristic pplications a n addition to seful for sol roject schedu hain manage nd etc. upport vecto mentioned pr he met heuri cales [12] in election field n this paper onsidered on eague champ port leagu erformance ptimality an ntends not on f the algor 7, Number 1 4 4 s st.ac.ir/ n ng g & & Pr o od du u M March 2016, Vo o h in for ctor chnology or solving l xible and effi championship in these typ pproach wil olving larg or solving la atic optimizat using exact a ffectiveness a aditional on . on, IJIEPR, Vol. cs. In this are considere o the above, lving engine uling [8], S ement [10], or machine oblems whic stics, especi n both param d [13]. r a new pla n a traditio pionship algo es which of the algo d time mea nly to reduce ithm but a u uc c t ti o on R Re e s s e e a a o ol. 27, No. 1 n Lea r Sol Mac large-scale p icient in both p algorithm pes of probl ll be adapte e-scale pro arge-scale su tion problem algorithms o and efficienc e in terms o . 27, No. 1, All R area, case d also [5- 7] met heurist eering proble hortest path Linear regr (SVM) is ch can be s ally in the c meter setting ay-off appro onal met he orithm (LCA may im orithm in te sures. This e the number also meliora a ar c ch ague lving hine problems in h linear and is such an lems. In the ed to league oblems. The upport vector m and cannot or effectively cy of the new of the quality Rights Reserved. studies and . tics are very ems such as [9], supply ression [11] one of the solved using case of large g and model ach will be euristic, say ) inspired of mprove the erms of the contribution r of iteration ate the best g n d n e e e r t y w y d y s y ] e g e l e y f e e n n t