OptaPlanner Development Services To Solve Vehicle Routing Problem

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Solving Vehicle Routing Problem Using OptaPlanner
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• Efficient vehicle routing and tracking is an
  important part of logistics services that
  requires a proactive approach and automation
  techniques. Despite the best efforts, several
  logistics companies face vehicle routing problems
  in their day-to-day operations. These problems
  may arise due to errors in route optimization for
  fleet carriers. Vehicle routing problems may
  prove detrimental for logistics companies as they
  directly impact their customer services.
  Surprisingly, most businesses dont pay special
  attention to curb this problem unless its
  causing any severe damage. Nevertheless, its
  always advisable to take appropriate measures and
  use dedicated software tools to automate
  logistics operations, thereby reducing the
  chances of manual errors.
• OptaPlanner is an AI-based constraint solver and
  embeddable planning software that enables
  organizations to streamline their logistics
  operations. OptaPlanner software development
  services let them efficiently run their fleet
  operations by identifying the shortest routes to
  various destinations. OptaPlanner also finds its
  use in route optimization and is effective at
  solving vehicle routing problems including TSPs
  and many similar use cases.
• In the following section, well discuss the
  vehicle routing problem in detail. Subsequently,
  well explore the features of OptaPlanner and
  learn how businesses can eliminate these problems
  through OptaPlanner software development
  services.

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• Vehicle Routing Problem (VRP)
• In technical terms, VRP is defined as the
  difficulty in determining the optimal routes of
  delivery for a fleet of vehicles while satisfying
  the given constraints. It is a combinatorial
  optimization problem that requires mathematical
  programming algorithms for effective resolution.
  Therefore, a majority of constraint solvers use
  heuristics and metaheuristic algorithms to
  counter and solve vehicle routing problems.
• There are three main types of problems with
  vehicle routing
• Shortest Path Problem (SPP) it is the problem
  that arises with a single origin-destination
  routing. These problems can be solved using
  Dijkstras algorithm if the transportation costs
  are non-negative.
• Network Flow Problem (NFP) it generally occurs
  during multiple origin-destination routing. The
  network simplex algorithm is effective in dealing
  with such problems.
• Traveling Salesman Problem (TSP) it involves
  routing with single-vehicle origin and roundtrip
  and is solvable via heuristic and metaheuristic
  algorithms.

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• VRP Resolution Via OptaPlanner
• At its core, OptaPlanner is an AI-based
  constraint solver that streamlines and automates
  business process planning by solving complex
  issues in real-time. It runs on Drools (a
  business rule management system) and supports all
  the aforementioned algorithms to efficiently
  solve vehicle routing problems.
• OptaPlanner software development services give
  you increased flexibility to effectively handle
  all types of vehicle routing issues. Besides, it
  enables Java programmers to optimize vehicle
  routing, which in turn, significantly reduces
  driving time and fuel consumption. In addition to
  heuristic and metaheuristic algorithms,
  OptaPlanner uses advanced features like
  incremental score calculation, nearby selection,
  and shadow variables.
• It combines complex AI algorithms (including Tabu
  Search and Simulated Annealing) with incremental
  score calculation and other constraint solving
  techniques. As a result, you get a highly
  optimized constraint solver to categorically
  solve vehicle routing problems.

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• Closing Thoughts
• From a developers perspective, OptaPlanner is
  extremely useful and easy to use. It is entirely
  written in Java and runs in any JVM environment.
  This is yet another reason that developers can
  ace it in no time. Above everything else,
  OptaPlanner is open-source with an Apache license
  and is also available in the Maven repository. As
  a result, OptaPlanner software development
  services enable organizations to significantly
  reduce their project costs while ensuring optimum
  product quality.
• Avail Our OptaPlanner Software Development
  Services To Streamline Your Business Workflows
• We are a 360-degree ERP development company that
  provides end-to-end OptaPlanner-integrated
  business planning solutions to enterprises. Our
  development team uses the OptaPlanner software
  suite to solve complex business problems and
  streamline workflows using advanced optimization
  algorithms. Our OptaPlanner software development
  services enable organizations to efficiently
  manage their business processes with effective
  task scheduling and resource planning. We have
  successfully built several full-scale planning
  solutions using OptaPlanner and other open-source
  business process management tools. For more
  information, drop us a line at erp_at_oodlestechnolog
  ies.com