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1 files changed, 12 insertions, 7 deletions
diff --git a/main.tex b/main.tex
index 0e8457c..ff26c5d 100644
--- a/main.tex
+++ b/main.tex
@@ -53,9 +53,9 @@ Instead, \citeN{singer-mechanisms} and \citeN{chen}
suggest to approximate $OPT_{-i^*}$ by a quantity $OPT'_{-i^*}$ satisfying the
following properties:
\begin{itemize}
- \item $OPT'_{-i^*}$ must not depend on agent $i^*$'s reported
- cost and must be monotone: it can only increase when agents decrease
- their costs. This is to ensure the monotonicity of the allocation function.
+ \item $OPT'_{-i^*}$ must not depend on agent $i^*$'s reported cost and must
+ be decreasing with respect to the costs. This is to ensure the monotonicity
+ of the allocation function.
\item $OPT'_{-i^*}$ must be close to $OPT_{-i^*}$ to maintain a bounded
approximation ratio.
\item $OPT'_{-i^*}$ must be computable in polynomial time.
@@ -74,18 +74,23 @@ $\delta$-decreasing, the resulting mechanism will be $\delta$-truthful as
defined below.
\begin{definition}
-Let $\mathcal{M}= (S, p)$ a mechanism, and let $s$ denote the indicator
-function of $S$ ($s_i(c) = \id_{i\in S(c)}$). We say that $\mathcal{M}$ is
+Let $\mathcal{M}= (S, p)$ a mechanism, and let $s_i$ denote the indicator
+function of $i\in S(c)$, $s_i(c) \defeq \id_{i\in S(c)}$. We say that $\mathcal{M}$ is
$\delta$-truthful iff:
\begin{displaymath}
\forall c\in\reals_+^n,\;
-\forall\mu\geq\delta,\;
+\forall\mu\;\text{with}\; |\mu|\geq\delta,\;
\forall i\in\{1,\ldots,n\},\;
p(c)-s_i(c)\cdot c_i \geq p(c+\mu e_i) - s_i(c+\mu e_i)\cdot c_i
\end{displaymath}
-where $e_i$ is the $i$-th basis vector of $\reals^n$.
+where $e_i$ is the $i$-th canonical basis vector of $\reals^n$.
\end{definition}
+Intuitively, $\delta$-truthfulness implies that agents have no incentive to lie
+by more than $\delta$ about their reported costs. In practical applications,
+the bids being discretized, if $\delta$ is smaller than the discretization
+step, the mechanism will be truthful in effect.
+
$\delta$-truthfulness will follow from $\delta$-monotonicity by the following
variant of Myerson's theorem.