Search Results - subject:"Genetic algorithm"

The project scheduling problem with non-deterministic activities duration : a literature review

Ortiz-Pimiento, Nestor Raul; Diaz-Serna, Francisco Javier - In: Journal of industrial engineering and management : JIEM 11 (2018) 1, pp. 116-134

Purpose: The goal of this article is to provide an extensive literature review of the models and solution procedures proposed by many researchers interested on the Project Scheduling Problem with non-deterministic activities duration. Design/methodology/approach: This paper presents an...

Persistent link: https://www.econbiz.de/10011920873

Estimating stock closing indices using a GA-weighted condensed polynomial neural network

Nayak, Sarat Chandra; Misra, Bijan Bihari - In: Financial innovation : FIN 4 (2018) 21, pp. 1-22

features are fed to a single output neuron, and the synaptic weight values and biases of the CPNN are optimized by a genetic … algorithm. The proposed model was evaluated by predicting the next day’s closing price of five fast-growing stock indices: the …

Persistent link: https://www.econbiz.de/10011921960

An algorithm to manage transportation logistics that considers sabotage risk

Chaiya Chomchalao; Sasitorn Kaewman; Rapeepan Pitakaso; … - In: Administrative Sciences : open access journal 8 (2018) 3/39, pp. 1-17

This paper presents an algorithm to solve the multilevel location-allocation problem when sabotage risk is considered (MLLAP-SB). Sabotage risk is the risk that a deliberate act of sabotage will happen in a living area or during the transportation of a vehicle. This can change the way decisions...

Persistent link: https://www.econbiz.de/10012125498

Learning from man or machine: Spatial aggregation and house price prediction

Sommervoll, Dag Einar; Sommervoll, Åvald - 2018

recombine according to their explanatory power in a standard hedonic housing market model. We ﬁnd that the genetic algorithm … aggregations of diﬀerent runs of the genetic algorithm shows that even though they converge to a similar high explanatory power …

Persistent link: https://www.econbiz.de/10012624482

Integrating pricing and capacity decisions in car rental: A matheuristic approach

Oliveira, Beatriz Brito; Carravilla, Maria Antónia; … - In: Operations Research Perspectives 5 (2018), pp. 334-356

. The solution procedure is a matheuristic based on the decomposition of the model, guided by a biased random-key genetic … algorithm (BRKGA) boosted by heuristically generated initial solutions. The positive impact on profit, of integrating capacity …

Persistent link: https://www.econbiz.de/10012662748

Profit-oriented scheduling of resource-constrained projects with flexible capacity constraints

Schnabel, André; Kellenbrink, Carolin; Helber, Stefan - In: Business Research 11 (2018) 2, pp. 329-356

, describe, and evaluate alternative solution encodings and schedule decoding mechanisms to solve this problem within a genetic … algorithm framework and we compare the solutions obtained to both optimal reference values and the results of a commercial local …

Persistent link: https://www.econbiz.de/10012502870

Estimating stock closing indices using a GA-weighted condensed polynomial neural network

Nayak, Sarat Chandra; Misra, Bijan Bihari - In: Financial Innovation 4 (2018) 1, pp. 1-22

features are fed to a single output neuron, and the synaptic weight values and biases of the CPNN are optimized by a genetic … algorithm. The proposed model was evaluated by predicting the next day's closing price of five fast-growing stock indices: the …

Persistent link: https://www.econbiz.de/10012602787

Solving the flexible job shop problem by hybrid metaheuristics-based multiagent model

Nouri, Houssem Eddine; Driss, Olfa Belkahla; Ghédira, … - In: Journal of Industrial Engineering International 14 (2018) 1, pp. 1-14

FJSP by hybrid metaheuristics-based clustered holonic multiagent model. First, a neighborhood-based genetic algorithm (NGA … search space by the clustering operator after the genetic algorithm process, and by applying the intensification technique of …

Persistent link: https://www.econbiz.de/10011995817

Two phase genetic algorithm for vehicle routing and scheduling problem with cross-docking and time windows considering customer satisfaction

Baniamerian, Ali; Bashiri, Mahdi; Zabihi, Fahime - In: Journal of Industrial Engineering International 14 (2018) 1, pp. 15-30

/tardy deliveries with scheduling of inbound and outbound vehicles to increase customer satisfaction. A two phase genetic algorithm (GA …

Persistent link: https://www.econbiz.de/10011995818

A model for distribution centers location-routing problem on a multimodal transportation network with a meta-heuristic solving approach

Fazayeli, Saeed; Eydi, Alireza; Kamalabadi, Isa Nakhai - In: Journal of Industrial Engineering International 14 (2018) 2, pp. 327-342

the distribution centers to retailers. An integer linear programming is presented for the problem, and a genetic algorithm …

Persistent link: https://www.econbiz.de/10011995840