BudwiBUSINESS has created a team that is the right size and that operates with an attractive mix of partners. We have drawn together a number of existing businesses and also formulated and developed some new projects. We learned from each other, and continually strives to improve ourself.
What we achieved and will achieve in the future, are dedicated to ancestors and our society. This is the way we believe we can go forward.
BudwiBUSINESS had a realistic attitude regarding our present capacity and always tried to be aware of our limitations. While we believe every human being has an opportunity to build and develop his or own future, we also acknowledge that not everybody understands, and constantly try to improve ourselves. But! We will always try to be useful in good ethic to everybody.
Integrated Supply Management Chain Project
The supply chain of a manufacturing and services enterprise is a world-wide network of suppliers, factories, warehouses, distribution centre and retailers through which raw materials are acquired, transformed and delivered to customers. In order to optimize performance, supply chain functions must operate in a coordinated manner. But the dynamics of the enterprise and the market make this difficult: bank rates change overnight, political situations change, materials do not arrive on time, production facilities fail, workers are ill, customers change or cancel orders, etc. causing deviations from plan. In some cases, these events may be dealt with locally, i.e. they lie within the scope of a supply chain function. In other cases, the problem can not be “locally contained” and modifications across many functions are required for Bali International Connection.
Consequently, the supply chain management system must coordinate the revision of plans/schedules across supply chain functions. The agility with which the supply chain is managed at the tactical and operational levels in order to enable timely dissemination of information, accurate coordination of decisions and management of actions among people and systems, is what will ultimately determine the efficient, coordinated achievement of enterprise goals.
BudwiBUSINESS Objective
Our research addresses coordination problems at the tactical and operational levels. It organizes the supply chain as a network of cooperating, intelligent agents, each performing one or more supply chain functions, and each coordinating their actions with other agents. Our focus is in supporting the construction of supply chain intelligent agent systems in a manner that guarantees that agents use the best communication, coordination and problem solving mechanisms available with minimal programming effort on the developers’ side. Exclusive Plan and Resource as such as: Investments, Option Products and Services, Sales & Marketing, Operational, Management and Organization, Personal Financial Statement, Startup Expenses and Capitalization, Financial, Appendices. Refining the Plan.
BudwiBUSINESS Achieve this goal
- by developing communication and coordination theories and methodologies allowing agents to cooperatively manage change and cooperatively reason to solve problems,
- developing ontologisms that semantically unify agent communication,
- developing intelligent information infrastructures that keep agents consistently aware of relevant information,
- developing constraint-based reasoning as the fundamental agent reasoning technology and
- Packaging the above theories into agent development tools that ensure that agents are able to reuse standardized coordination and reasoning mechanisms, relieving developers from the tedious process of implementing agents from scratch.
BudwiBUSINESS Status
All above technology is currently in place. The virtual enterprise provides the unified test bed used by the agents we built for the major supply chain functions: Logistics, Transportation Management, Order Acquisition, Resource Management, Scheduling and Dispatching. These agents rely on ontologism for activity, state, time, resources, cost, quality and organization as a common vocabulary for communication and use the services of Information Agents that automatically distribute information and manage information consistency and evolution.
We have developed a unified theory of constraint-based scheduling and used it to build the Scheduling and other agents. Finally, theories of coordination as constraint relaxation have been developed and are being incorporated into agents.
BudwiBUSINESS On-going Work
We are now developing a Generic Agent Shell that will support agent construction in a more principled way, providing several layers of reusable services and languages. They are concerned with:
- Agent communication.
- Specification of coordination mechanisms.
- Services for conflict management.
- Services for information distribution.
- Common sense reasoning – time, action, causality, etc.
- Integration of legacy application programs.
Purpose built application programs can make use of this agent architecture to enhance their problem solving and to improve their robustness through coordination with other agent based applications. Pre-existing (legacy) application programs can also be incorporated with little adoption and can experience similar benefits. This latter point is important because in many cases developing the entire application afresh would be considered too expensive or too large a change away from proven technology.
BudwiBUSINESS Collaboration
We collaborate with some major provider of supply chain products and with the Technical Intelligence. Working closely in requirements analysis and specification of agent and architectural function and incorporate our ideas in their next generation of products. We work closely to design and develop the Generic Agent Shell architecture that will support agent development services.
