Heuristic Supply Chain Optimization of Networked Maintenance Companies

Bányai, Tamás; Veres, Péter; Illés, Béla

doi:10.1016/j.proeng.2015.01.341

Cited by 13 publications

(11 citation statements)

References 19 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Complexity can be measured in different fields of supply chain and logistics. The design and operation of complex supply chain processes can be described as NPhard optimization problems [20]. These problems can be 3 Complexity solved using sophisticated models and methods based on metaheuristic algorithms, like black hole optimization [21].…”

Section: Literature Reviewmentioning

confidence: 99%

Smart Scheduling: An Integrated First Mile and Last Mile Supply Approach

2018

Self Cite

View full text Add to dashboard Cite

Supply chain management applies more and more Industry 4.0 innovations to increase their availability, elasticity, sustainability, and efficiency. In interconnected logistics networks, operations are integrated from suppliers through 3rd party logistics providers to customers. There are different delivery models depending on the time and cost. In the last few years, a wide range of customers is willing to pay an extra fee for the same delivery or instant delivery. This fact led to the increased importance of the optimized design and control of first mile/last mile (FMLM) delivery solutions. Cyberphysical system-based service innovations make it possible to enhance the productivity of FMLM delivery in the big data environment. The design and operation problems can be described as NP-hard optimization problems. These problems can be solved using sophisticated models and methods based on heuristic and metaheuristic algorithms. This research proposes an integrated supply model of FMLM delivery. After a careful literature review, this paper introduces a mathematical model to formulate the problem of realtime smart scheduling of FMLM delivery. The integrated model includes the assignment of first mile and last mile delivery tasks to the available resources and the optimization of operations costs, while constraints like capacity, time window, and availability are taken into consideration. Next, a black hole optimization-(BHO-) based algorithm dealing with a multiobjective supply chain model is presented. The sensitivity of the enhanced algorithm is tested with benchmark functions. Numerical results with different datasets demonstrate the efficiency of the proposed model and validate the usage of Industry 4.0 inventions in FMLM delivery.

show abstract

Section: Literature Reviewmentioning

confidence: 99%

Smart Scheduling: An Integrated First Mile and Last Mile Supply Approach

2018

Self Cite

View full text Add to dashboard Cite

show abstract

“…There has recently been an Complexity 3 increased interest in performance analysis of supply chains [1][2][3][4][5][6][7][8][9][10][11][12][13][14] and some recent analysis has been targeted specifically towards the integration of consignment stores into supply chain processes [15][16][17][18][19][20][21] and optimization with metaheuristics based on swarming algorithms [22][23][24][25][26][27][28][29][30][31][32][33][34][35][36][37][38][39][40], especially black hole optimization. Firstly, the relevant terms were defined and the initial searches were conducted.…”

Section: Literature Reviewmentioning

confidence: 99%

“…Living-bodies-inspired heuristics are, for example, ant colony optimization [24], firefly optimization [25], cuckoo search [26], artificial bee colony optimization [27], bat algorithm [28], or bacterial algorithm. Simulated annealing [29], gravitation search [30], intelligent water drops [31], and black hole algorithms [23] are inspired by physical laws, while harmony search [32] is based on a strongly human-depending attitude.…”

Section: Research On Black Holementioning

confidence: 99%

Optimization of Consignment-Store-Based Supply Chain with Black Hole Algorithm

Bányai

Illés

2017

Complexity

Self Cite

View full text Add to dashboard Cite

The globalization of economy and market led to increased networking in the field of manufacturing and services. These manufacturing and service processes including supply chain became more and more complex. The supply chain includes in many cases consignment stores. The design and operation of these complex supply chain processes can be described as NP-hard optimization problems. These problems can be solved using sophisticated models and methods based on metaheuristic algorithms. This research proposes an integrated supply model based on consignment stores. After a careful literature review, this paper introduces a mathematical model to formulate the problem of consignment-store-based supply chain optimization. The integrated model includes facility location and assignment problems to be solved. Next, an enhanced black hole algorithm dealing with multiobjective supply chain model is presented. The sensitivity analysis of the heuristic black hole optimization method is also described to check the efficiency of new operators to increase the convergence of the algorithm. Numerical results with different datasets demonstrate how the proposed model supports the efficiency, flexibility, and reliability of the consignment-store-based supply chain.

show abstract

“…Purchasing contracts are often negotiated with very little information beyond historical buying patterns. Optimal make-or-buy decisions are needed [15]. There is a need for a strategy through which these different functions can be integrated together and this strategy is known as supply chain management (SCM).…”

Section: E-supply Chainmentioning

confidence: 99%

Study of E-Commerce Advantages for E-Supply Chains

Kremljak¹

2016

DAAAM Proceedings

View full text Add to dashboard Cite

E-commerce creates more efficient supply chains that benefits both customers and manufacturers. Companies can better serve customer needs, carry less inventory, and send products to market more quickly. E-commerce impacts supply chain management in different ways. This paper demonstrates the impact of e-commerce on business models and analyses the implications of e-commerce to companies. The exponential growth of e-business, together with the emergence of a low-cost, worldwide communication network is reshaping the way that the individuals and business carry out their transactions. The results of the study show the increased web presence of companies, mainly used for marketing activities and customer management. Because of overall importance, companies cannot ignore e-commerce advantages for e-supply chains any longer. The greatest challenge now is to keep the e-supply chain highly flexible.Keywords: e-commerce; e-supply chain; web presence; data analysis; impact; benefit This Publication has to be referred as: Kremljak, Z[vonko] (2016). Study of E-Commerce Advantages for E-Supply

show abstract

Heuristic Supply Chain Optimization of Networked Maintenance Companies

Cited by 13 publications

References 19 publications

Smart Scheduling: An Integrated First Mile and Last Mile Supply Approach

Smart Scheduling: An Integrated First Mile and Last Mile Supply Approach

Optimization of Consignment-Store-Based Supply Chain with Black Hole Algorithm

Study of E-Commerce Advantages for E-Supply Chains

Contact Info

Product

Resources

About