[PDF] Top 20 An Improved Particle Swarm Optimization for Vehicle Routing Problem

... Abstract—Vehicle routing problem is a NP-hard problem in combination optimization problem, It is influenced by many factors, and the process is ...of particle swarm ... See full document

... Vehicle Routing Problem (VRP) is addressed to a class of problems for determining a set of vehicle routes, in which each vehicle departs from a given depot, serves a given set of ... See full document

... and Particle Swarm Optimization (PSO) have been utilized to solve the multi-objective optimization routing problem for finding optimal routings each of which is assigned as a ... See full document

... The vehicle routing problem is basically originated from the truck dispatching ...Different optimization techniques are used for resolving different kinds of vehicle routing ... See full document

... reducing vehicle collisions, design of automatic material handling devices, optimization of a rail vehicle floor sandwich panel, software design and vehicle routing ...as routing ... See full document

... From the plot in Figure 6, this model started to drop down in a very fast way in first 10 iterations for error 0.7 to error 0.24, and then it started to slow down till iteration number 43 in error 0.21, and then it ... See full document

... balancing problem (DLBP) increases with the number of parts in the product, finding the optimal balance is computationally ...of particle swarm optimization (PSO) algorithm in solving DLBP, ... See full document

... planning problem can be classified into two categories: local path planning (LPP) and global path planning (GPP) ...LPP problem, some ap- proaches have been applied, such as artificial potential field ... See full document

... by Swarm Computing is colonies of ant and termites, school of fish, flocks of birds, herds of land animals and thereby has been employed in various problems varying from a Travelling Salesman Problem (TSP) ... See full document

... non-convex optimization problem with equality and inequalities constraints, which cannot be solved by traditional mathematical ...ELD problem such as genetic algorithm (GA) [3], tabu search (TS) [4], ... See full document

... issues. Swarm Intelligence (SI) can be defined as the joined mentality of decentralized or self-sorted out frameworks in regular or ...framework. Swarm knowledge is a cha- racteristic calculation since it ... See full document

... multi-objective optimization model of dense storage was established to improve the access efficiency of cargo and the utilization of storage space according to optimization target, ways and principles of ... See full document

... this problem, researchers proposed a Modified Improved Particle Swarm Optimization (MIPSO) method algorithm in solving the optimization economic by combining inertial weight and ... See full document

... the particle swarm optimization with the chaotic ...proposed Improved Particle Swarm Optimization (IPSO) combined the PSO algorithm with chaotic sequences ... See full document

... Particle swarm optimization (PSO) is a powerful algorithm for finding an optimal solution in nonlinear search ...combinatorial optimization problems such as capacitated vehicle ... See full document

... of optimization algorithm which are deterministic algorithms and stochastic algorithms (Annicchiarico et ...the problem becoming more complex (Khodier and Al-Aqeel, ... See full document

... as improved multi-objective problem solved by the particle swarm ...an improved multi-objective particle swarm optimization algorithm (IMOPSO) is designed to ... See full document

... The proposed AMSPSO owns two features to meet the above requirements. The first feature is that the AMSPSO integrated nine different PSO into (15) to (21). The type of the PSO algorithm can be regulated by the ... See full document

... reactive routing setup process with a proactive route maintenance ...reactive routing setup is carried out at the starting of a communication sessions or whenever that sources of a current sessions has not ... See full document

... the problem denoted here as the generalized vehicle routing problem multi-depot with pickup and delivery requests ...of vehicle used while simultaneously maximize the number of ... See full document