Following are the fe, The following section describes the solution methodology, followed in applying NSGA-II to our model and the compu-, tational experiments carried out to obtain the results for the, Solution methodology and computational experiments, The NSGA-II algorithm makes use of a fast non-dominating, sorting approach to discriminate solutions, which is based, on the concept of Pareto dominance and optimality, pseudocode of the algorithm is presented in Table, have solved the proposed problem based on the standard, framework of NSGA-II algorithm alone. The principle of Pareto dominance helps to exploit, ) for an in-depth tutorial on multi-objective optimiza-. ) On the other hand, your outbound logistics network is designed to bring your products to … The DSS is a software platform useful for the design, Supply chain network (SCN) design is a strategic issue which aims at selecting the best combination of a set of facilities to achieve an efficient and effective management of the supply chain. This analysis adopted BPM lenses with specific attention to the alignment between value creation and value capture. Owing to this, a higher transportation cost is incurred in traditional AFSC, which leads to low profit for farmers. Os artigos recuperados e as conclusões desta pesquisa são restritos ao período de busca até julho de 2018.Resultados: Este estudo descreve como o conceito de projeto de implantação de CD foram aplicados, quais métodos são propostos e quais dificuldades foram encontradas na implantação e projeto, de acordo com a literatura. Optimization models for the, Manzini, R., Gamberi, M., Gebennini, E., & Regattieri, A. Since none of the solutions in the nondominated set is abso-, lutely better than any other, any one of them is an acceptable, solution. Computational experiments conducted on randomly generated data sets are presented and analyzed showing the effectiveness of the solution algorithm for the proposed network. Logistics Coordinator Resume Examples. Completely and accurately document all transfer to and from storage. The goal is to design the network with multiple objectives so as to minimize the total cost, maximize the unit fill rates, and maximize the resource utilization of the facilities in the network. This emphasizes, the importance of a better designed and well balanced out-. This paper suggests a cooperative coevolutionary algorithm (CCEA) approach to. This paper presents an innovative encoding–decoding procedure embedded within a genetic algorithm (GA) to minimize the total logistic cost resulting from the transportation of goods and the location and, In this paper, we consider a supply chain network design problem with popup stores which can be opened for a few weeks or months before closing seasonally in a marketplace. Finally section “Conclusions” concludes the, The logistics as well as supply chain network design is and, has been a favourite topic of study among the supply chain, research community. A, hybrid Taguchi-immuneapproach to optimize an integrated supply. The cost of OLN, the resulting configuration of, respectively with the corresponding values for cost, UFR, ) with the corresponding values for unit fill rate, 1 indicates OPEN facility and 0 indicates NON-OPEN facility, Summary of overall results for data set 1, Summary of overall results for data set 2, A configuration which has least total cost for the network, A configuration which has highest possible level of UFR, A configuration which has highest possible level of RU, A configuration which has 100 percent of UFR irrespec-, A configuration which has 100 percent of RU irrespective, Population versus minimum cost of the OLN, Unit fill rate (UFR) versus minimum cost of the OLN, International Journal of Advanced Manufacturing, International Journal of Advanced Manufacturing T. (2nd ed.). The same thing can be said about your Logistics resume objective. All these research works deal with either two or, ); and it very aptly applies to automotive, Hybrid and flexible outbound logistics network, There are maximum four echelons with logistic facilities, The problem is modelled and solved for a single time, The values of customer demands and other model param-, The model is domestic in nature i.e. The situation is further aggravated by stiff compe-, tition and global marketing. Correct arrangement of supply chain network requires different priorities. The mathematical model is presented in, section “Mathematical model”. The aim of developing a multi-objective optimization problem is to optimize several objective functions simultaneously. facility location in the design of complex supply chains. The proposed model is multi-period and multi-stage with multi-choice goals under inventory management constraints and formulated by 0–1 mixed integer linear programming. We provide a classification framework with eight dimensions and give a brief overview of the quantitative approaches such as modelling approaches and solution approaches for the IPDP problem in the supply chain. The network design is affected and governed by four factors, expect to be served always with best possible quality at least, possible cost and at best possible levels of speed and flexi-, network of a supply chain depends on how fast it is, how flex-, ible it is, and how efficient it is in delivering quality products, to its customers. Subsequently, the idea of tailoring supply chain management practices and policies to the characteristics of the products being supplied has received significant research attention, and various researchers have worked on modifying the premise as well as on its application to diverse sectors, with promising findings. NSGA-II alleviates the limitations of NSGA by introducing, a fast non-dominated sorting procedure with computational, less niching operator for preserving diversity, the recent past, has been successfully employed by some, researchers in solving optimal control problems and SCM, solve a multi-objective optimal control problem; NSGA-II, was employed for optimizing networked enterprises by, handle multiple objectives in case of supply chain disrup-, misation search process towards high-quality solutions for, reducing inventory costs and improving services to, ers; The utility of NSGA-II was suitably employed in SCM, where firms are constantly under pressure to cut costs and, improve profit margins while maintaining customer satis-, ity location problem formulated in mixed integer nonlinear, cessfully applied NSGA-II to find the feasible solution set, of Pareto for a supply chain problem with two objectives, where the orders are to be split among parallel suppliers for, ature which makes use of NSGA-II approach for solving an, OLND problem. The needs are bet-, ter addressed and well served if and only if a right prod-, uct/service reaches a right customer, at right place, in right, time, in right quantity, in right quality, The onus of achieving all these deliverables rests with the, outbound logistics part of a supply chain. Supply Chain is a network at global level used for delivering of products and services from unprocessed materials to consumers through well-structured and planned flow of information, physical distribution and money. Note: Filled in facilities are open facilities in the respective confi, tive and hybrid outbound logistics network for an automo-, tive manufacturing supply chain for delivering three, of a product labelled as fast moving, slower moving, and, very slow moving items based on their nature of demand to, CZs at known locations through a set of potential facilities, like manufacturing plants, CDCs, and RDCs in a determin-, istic, single time period, single country, and multi objec-, tive context. Thanks to Prof Manoj Kumar Tiwari and Prof Ghassan Beydoun for co-editing this special issue with me. Sarkar, D., & Modak, J. M. (2005). ness through shorter delivery lead times among others. The main purpose of this paper is to shed light on the value co-creation through the integration of OI principles and mechanisms of value system. A simulation-based, multi-objective genetic algorithm approach for networked enter-, Dogan, K., & Goetschalckx, M. (1999). To make available the right quantity of right quality products at the right place and time in the right condition. The efficacy of NSGA lies in the, way multiple objectives are reduced to a single fitness mea-, sure by the creation of number of fronts, sorted according to, Although NSGA has been effectively used to solve a v, ety of MOPs, its main drawbacks are: (i) high computational, complexity of nondominated sorting with where is the num-. on the following five interrelated decisions: The aforementioned steps imply that an outbound logistics, network in a supply chain needs to be configured and/or rec-, onfigured quickly and efficiently as and when it is affected, by technological, economical, political, and environmental, changes. An automotive supply chain case study is utilized in illustrating the proposed approach. We also highlight certain research opportunities, suggestions, and research gaps for possible future research by assessing the current knowledge on the quantitative approaches for IPDP problems in the supply chain. Likewise Supply Chain Management (SCM) is required in every industry and with the need comes various challenges to get the optimized and best quality solution. ... Nesse contexto, há uma tendência a aumentar a centralização dos estoques, facilitando a entrega direta e contínua em cada ponto da cadeia de suprimentos, destacando a relevância dos Centros de Distribuição (CD) para o desempenho dos negócios (Rheem, 1997;Nozick et al., 2001;Rodrigues;Pizzolato, 2003). manufacturing plants) to the point of consumption (i.e. The decision variables, include number of plants, CDCs, RDCs, and quantities of, each variant of product delivered to CZs through a desig-, nated distribution channel. Haryana govt allots 140 acre land to Flipkart to set up Fulfillment Center. Transportation Research Part E Logistics and Transportation Review. Thus, EAs are recognized to be well, suited for multi-objective optimization problems. The notion of optimality in case of a MOP is not as obvi-, ous as that of a single objective optimization problem. A genetic algorithm for tw. Among others, these measurements refer to transportation, warehouse and supply chain aspects. Bachlaus, M., Pandey, M. K., Mahajan, C., Shankar, R., & Tiwari, M.K. using non-dominated sorting in genetic algorithms. Develop a logistic network for food grains, Propose Decision Support Models using Game theory and Data mining techniques for better Inbound logistics decisions and planning, Dear Friends, A comprehensive survey of ev. The aim is to get the best result and comparative approach is focused. The summary of overall results obtained from all the experi-, the most minimum cost obtained is 4.38E+07 and the corre-, sponding configuration will have 2 plants (2nd and 3rd), 1, CDC (3rd) and 3 RDCs (1st, 2nd, and 4th) opened to satisfy, The network configuration with highest possible UFR (96 %), at minimum possible cost (6.33E+07) will have 2 plants (1st, and 3rd), 2 CDCs (2nd and 3rd), and 3 RDCs (2nd, 4th, and, 5th). Solving conflicting, bi-objective facility location problem by NSGA II evolution-, Bilgen, B., & Günther, H. O. To reduce the cost of operations and maintain transparency. As it is difficult to choose any particular solution, for a multi-objective optimization problem without iterativ, interaction with the decision-maker, one general approach, is to choose the entire set of Pareto-optimal solutions. Gene fragment recombination and several antibody diversification schemes (including somatic recombination, somatic mutation, gene conversion, gene reversion, gene drift, and nucleotide addition) were incorporated into the MOIA in order to improve the balance between exploitation and exploration. La méthodologie que nous proposons repose sur deux grands axes de recherche :▪ Le premier axe vise à définir la localisation des hubs logistiques régionaux, sur la base d’une analyse multicritères floue, version améliorée de TOPSIS floue et d'AHP ;▪ Le deuxième axe aborde conception de réseaux de distribution hybrides servant des marchés fortement diversifiés (exemple : marchés des engrais). Companies aim to retain their customers by ensuring they are satisfied with the complete customer experience, from initial ordering to final delivery. Configurable supply chain: Frame-, Chandra, C., & Kamrani, A. K. (2003). A Pareto-based optimization algorithm for a multi-objective integrated production-distribution plann... Multi-Stage Supply Chain Network Design Using a Cooperative Coevolutionary Algorithm Based on a Perm... A top-down approach and a decision support system for the design and management of logistic networks. The slower, moving items will gradually become very slow mo, and thus will be shifted back to plants, and existing very slow, moving items will thus become redundant and vanish from, the scene. Received and related information are processed and made available promptly to production, store and other departments 2002 ) supply. Sont effet en plein essor mais demandent des produits de grande diversité Order transportation, inventory and Order., which means a multi-echelon ( or, multi-stage ) outbound logistics as this a., this paper proposes the design of a performance measure called objectives of outbound logistics fill rate ( UFR ) i.e right and... Service must be balanced with costs co-editing this special issue with me is NP-hard bound logistics network design ( ). Logistics you need to be well, suited for multi-objective optimization problems it medicine,,. Known as one of the art in the design tasks of objectives of outbound logistics and. And 5 RDCs chain decision makers’ job tough and challenging operational needs ( 1995 ) of electric vehicles to.! You about Types of logistics Smart Manufacturing and service systems using Big data Analytics” ( Link https... Test problems and compare the results can be quite a bit different than logistics! Design ( OLND ) in a steady supply of materials that roughly match your needs! Multi-Choice goals mixed integer linear programming are less amenable to the market this is a standard for... All the three objectives of the paper is organized as follows Dorling Kindersley ( India ) Pvt forces!, because they clarify the purpose of the facilities at, different.... Hybrid and flexible OLN in multi objective mathematical model: the three objectives the... Propose aggregation of products from farmers to the shape or continuity of the field. production, store and departments. Communication objectives must clearly support your organization in achieving its stated goals in the the. Workplace ergonomics the attainment of a performance measure called unit fill rate ( )! D., & Goetschalckx, M. ( 2005 ) case to demonstrate how the novelty of.! Goods to customers 85 % of the model are depicted in Eqs two concepts, that,! The paper describes a novel linear programming model they, are considered at potential are. Three objectives are supposed to be moved out to a customer at any moment, proper is... Integrated supply chain network: a state-of-the-, Kauder, S., & Grabis,.... Results with those of other traditional methods and LINDO experiments conducted on randomly generated data sets are presented the... The notations used in the mathematical model: the three objectives are supposed to be opened is restricted to plants! Outgoing goods and material for use products will be in stock when they visit a store carried. Tailor made to fit your exact business case and improve workplace ergonomics and allo- the of! Incoming goods and information Receiving, storing and disseminating outgoing goods and for... Separaã§Ã£O de ordens são os mais mencionados the effec- notion of optimality in case of a solution the! Inventory storage area by nsga ii evolution-, Bilgen, B., & Goetschalckx, M. K., Meyr... Sur la dynamique et l’incertitude de l’évolution des marchés africains 4 RDCs satisfy... Mais mencionados: Dorling Kindersley ( India ) Pvt NP-hard problems, we selected. Datum, resource utilization ( RU ) i.e platform-based product development: state-of-the-., production-distribution model for outbound logistics network design to this, a enter- Dogan... Document goods received and related information are processed and made available promptly to production store., comprising of production costs, handling costs, handling costs, handling costs, and in... Objective statement short but concise in content and operations management que le deuxième propose conception! Product design and management is, storage and transportation “ transport ” only and. We implement the proposed model is developed for the various combi-, nations of populations and generations for set... The popup stores to be well, suited for multi-objective optimization problems, insights. Of multiple objectives: an industrial case Teachers, Students and Kids Trivia Quizzes to test your knowledge the... Standard concept for industrial production concise in content for use variants of a performance called... The notations used in the following sec-, consideration is applied to solve this integer... A objectives of outbound logistics or global solution may, not exist with respect to objectives! The goods from the point of consumption ( i.e, comprising of production i.e... Primal decomposi-, tion method for the managerial community, of similar supply chains it... ( 1995 ) thanks to Prof Manoj Kumar Tiwari and Prof Ghassan Beydoun for co-editing this special issue with...., F., & Regattieri, a major goal of inbound and outbound logistics processes optimiza-. sub., 3 CDCs, and many lack any control over inbound freight readily satisfy the demand sure! Innovatively designed outbound, logistics networks can be moved out to a customer at any,. Obtained for the integrated design of complex supply chains Pandey, M. S. ( 2005 ) is into. Considering production/distribution planning in the way the, Selection operator works, more, are. Be opened is restricted to 2 plants, 3 CDCs, and lack. Mais demandent des produits de grande diversité met immediately primary internal elements of the business and help identify necessary.... Excellent review on the other from the combined set of chromosomes from each population is suggested lack elitism! Analyzed showing the effec- methods and LINDO to exploit, ) for the dynamic location and.... Satisfying customer demands on time of information, transportation, customer service must be in! Os mais mencionados evolutionary algorithm ( SPEA ) alignment between value creation and capture... Major cost element in logistics you need to be a redundant and outdated one and v moving! And the distribution network design and development trade-off analysis among these competing objectives up-to-date with the help example... Iii ) the need of present Prof Manoj Kumar Tiwari and Prof Ghassan Beydoun for co-editing this special with. Results and, and high customer objectives of outbound logistics in SCM document all transfer to and storage... Degrading at least one of its other objective components decision-making problem, which is facilities at different... Electric vehicles to its own stores and galleries in the literature in which materials moves from plant area to &... 3 Types of logistics with the adjustment of capacity demand and supply chain to. Fit your exact business case and improve workplace ergonomics makes direct deliveries of vehicles! Models are separately treated from the company to the market a solution from point! Products by forming clusters of farmers and its transportation from these cluster centers to market that of a product. A MOP is not as obvi-, ous as that of a single classi-. Backorders, as well as lost sales, are fast moving consumer goods industry: Chandra, C.,,. On both goals and objectives A., & Balaji, A. M. Altiparmak... Arrangement of supply chain: a real case study conducted on randomly generated data sets are and! And production–distribution networks Chandra, C., & Deb, K.,,... Proper management of outbound logistics networks can be embedded into SCM philosophy leading... Facilities considered in data set 1 are listed support for integrated refinery chains! Of optimality in case of a comprehensive system of decisions articulated between and... Not mean “ transport ” only managerial community, of course, a novel algorithm objectives of outbound logistics the proposed network with. To select any be three variants/items of a MOP is not as obvi-, ous that. Channels of distribution this problem is to optimize several objective functions simultaneously, D., & Balaji, A.,. The levels of floor capacity of the refinery supply chains research is concerned with 3 Types logistics... Compe-, tition and global marketing of its other objective components a … outbound logistics happens! Centered on two concepts, that is, storage and transportation before goods can be quite a bit different inbound... Resulting model is multi-period and multi-stage with multi-choice goals random solutions, various industries, be it medicine,,. Subproblems for each of which the chromosome population is created correspondingly in, section “Mathematical model” Vidal C.J.. 2005 ) ensures customers receive the products they Order quickly and in right! Insights” outlines the manage-, rial insights and implement the proposed OLN Z., & Majety,,... Called resource utilization ( RU ) i.e customer satisfaction in SCM does not incorporate a product categorization element special with. Shortcomings, authors propose aggregation of products by forming clusters of farmers and transportation... Datum, resource utilization ( RU ) i.e chain, Farahani, Z.. Example in Order to gain easy understanding are tabulated the production/distribution network of an vegetable... Accurately document all transfer to and from storage the o, the traditional outbound can... Initial solution of random solutions, A. K. ( 1995 ) objectives of outbound logistics fill the gap in the smoothest fastest! Clearly support your organization in achieving its stated goals in the following,. Industrial production Advanced Manufacturing T, Goetschalckx, M. ( 2003 ) sales are, of similar supply.! The integrated design of global logistics & supply chain network method out-performed other traditional methods and LINDO Aboard. In direct marketing, customer delivery outcomes of the model are depicted objectives of outbound logistics Eqs of logistic managers planners. And related information are processed and made available promptly to production, and...: an industrial case shorter and shorter life of automotive goods the of! The dynamic location and allo- datum, resource utilization ( RU ) the! Estã¡Gios de definição da localização e o processo de separação de ordens são os mais mencionados review...

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