Optimal Outsourcing for Intellectual Property
Protection and Production Cost Minimization
John P Kim Karim Hamza Kazuhiro Saitou
Dept. of Mechanical Engineering. Dept. of Mechanical Engineering. Dept. of Mechanical Engineering.
University of Michigan University of Michigan University of Michigan
Ann Arbor, MI 48109-2125, USA Ann Arbor, MI 48109-2125, USA Ann Arbor, MI 48109-2125, USA
johnpk@umich.edu khamza@umich.edu kazu@umich.edu
.Abstract – This paper presents a methodology for
optimal outsourcing of products. Outsourcing of products
can have the advantage of reducing the production
cost, but often causes a risk that important technology
may leak and get used by competitors. To help reduce
the risk of intellectual property (IP) leakage, a model
proposed in this paper assumes that it is possible to
separate some of the important geometrical features on
some of the product parts that are outsourced, and then
manufacture them in-house. The model estimates the
fraction of IP-value that is subject to risk of leakage
based on patent claims and how they relate to the
outsourced parts and/or features. Production cost is
modelled by assuming a base cost for manufacturing
parts in-house, and then a discount rate is applied if the
decision to outsource is made. Separation of geometrical
features from manufactured parts introduces additional
cost, which is modelled as an overhead if the decision to
separate features is made. The outsourcing management
process is then viewed as a two-objective problem, with
the objectives being the minimization of both the
fraction of IP-value at risk of leakage, as well as the
production cost. A case study of an auto-slide-hinge
mechanism is presented, in which the two-objective
optimization problem is transformed into a single-
objective constrained problem. Genetic algorithm is
then applied iteratively on the problem in order
generate the Pareto-plot that visualizes the trade-offs
between the two objectives.
Index Terms – Intellectual property protection,
Outsourcing management, Genetic Algorithm.
I. INTRODUCTION
Outsourcing is a practice often used by companies
nowadays to reduce the in-house production costs, which
aims at maximizing their profitability and maintaining a
competitive edge. Maintaining a competitive edge can be
greatly undermined however if a company’s intellectual
property (IP) is leaked out, and its products are imitated by
competitors. Leakage of IP can happen internally from
within the company itself, or externally through suppliers
that manufacture parts of the company’s products.
Preventive measures for inhibiting internal IP leakage are
fairly well established. Common practices include: e-mail,
instant messaging and network protection [1-4], role-based
data access [5], as well as researcher tracing systems [6].
Prevention of external IP leakage while taking advantage
of outsourcing to reduce manufacturing costs is not an easy
task. The main difficulty is the lack of control [7] on the IP
security at the supplier end.
Recovery of IP value is generally not impossible after a
leakage occurs. Patents help protect IP. In the event of
discovery and proof of unlawful imitation of a company’s
product, the company could file a lawsuit that entitles it to
compensation. An example is the die-casting machine of
T-company [8], which has a pretty unique design
developed in the 1980s, still has a decent market
possession despite imitation. Proving that unlawful
imitation had occurred can have varying levels of difficulty
depending on the product type. Watermarking technologies
[9,10] are used extensively in audio and video digital
multimedia products. Special forms of watermarking have
been proposed for three-dimensional geometry computer
aided design (CAD) models [11-14], and thermal tags [15]
have been proposed for electronic chips. Mechanical
hardware products however, are possibly the most difficult
to prove whether a similar product by a competitor is truly
an unlawful imitation or not. The issue is further
complicated in product like cell phones that have a very
short lifecycle. This is because the product lifecycle of
such products can be shorter than the duration of a lawsuit
[16]. Hence for such products, it is of great importance to
prevent the IP leakage during the product lifecycle.
Reducing the risk of IP leakage and reducing the cost of
manufacturing via outsourcing can be a tough decision to
make. A number of articles in the literature [7, 17-19] have
viewed outsourcing as a binary decision. In this paper,
partial-outsourcing is considered, where some features of
parts of a product can be separated thereby allowing
outsourcing of the base part and some of the features,
while using in-house manufacturing for the more important
features and the final assembly. Outsourcing is posed as a
multi-objective optimization problem of reducing the IP-
value at risk of leakage and the manufacturing cost.
This paper started with a motivation and brief review of
relevant work in the literature, which concludes to the
importance of the research conducted in this paper. The
next section explains the modelling details of the IP
leakage risk and manufacturing cost functions. A case
study of an auto-slide hinge mechanism is then presented
to demonstrate the proposed method. The paper then
concludes with a discussion and future work.
Proceedings of W2C.1
2009 IEEE International Symposium on Assembly and Manufacturing
17-20 November 2009, Suwon, Korea
978-1-4244-4628-5/09/$25.00 ©2009 IEEE