The DWA algorithm was used recently for the solution of the motion planning problem of the forklift-automated guided vehicle [23]. Another well-known local motion planning algorithm is the velocity obstacle (VO) algorithm [24]. The VO calculated by the algorithm is the locus of the velocity ...
This paper introduces a genetic algorithm, to be used in a model-driven decision-support system for web-site optimizations. The algorithm ensures multiple criteria web-site optimizations, and the genetic search provides dynamic and timely solutions independent of the number of objects to be arranged...
A Heuristic Modification of Genetic Algorithm Used for Solving the Single Depot Capacited Vehicle Routing Problem The paper proposes a genetic algorithm (GA) in conjunction with handy heuristic techniques to solve the single depot capacited vehicle routing problem (CVR... D Skrlec,M Filipec,S Kra...
They can be used to find approximate solutions to numerical optimization problems in cases where finding the exact optimum is prohibitively expensive, or where no algorithm is known. However, such applications can encounter problems that sometimes delay, if not prevent, finding the optimal solutions ...
A multi-objective genetic algorithm is used for optimization of the fuzzy logic controller. Both the 75th floor acceleration response of the structure and the stroke of the STMD have been used as the objective functions for this multi-objective optimization problem. Because a multi-objective ...
Study on Hybrid Genetic Algorithm for Multi-Type Vehicle Open Vehicle Routing Problem Multi-type vehicle open vehicle routing problem is logistics optimization indispensable part. Hybrid genetic algorithm is used to optimize the solution. Fi... Ren,C Yu - 《Advanced Materials Research》 被引量: 6...
Recently proved successful for variants of the vehicle routing problem (VRP) involving time windows, genetic algorithms have not yet shown to compete or challenge current best search techniques in solving the classical capacitated VRP. A new hybrid genetic algorithm to address the capacitated VRP is ...
Numerical computational method using genetic algorithm for the optimal control problem with terminal constraints and free parameters E. Goldberg [Genetic algorithms in search, optimization, and machine learning (1989; Zbl 0721.68056)] is used, but has to be adapted to accommodate ... Y Yamashita,M...
Genetic algorithm, in artificial intelligence, a type of evolutionary computer algorithm in which symbols (often called “genes” or “chromosomes”) representing possible solutions are “bred.” This “breeding” of symbols typically includes the use of
Another possibility that has been shown in a different context for the design of a low-noise stable broadband microwave amplifier [29] is to use a hybrid optimization scheme. In the above study, a genetic algorithm was used in combination with a conjugate gradient method (CGM). While a CGM...